{
"prompt": {
"label": "brief_resume",
"prompt": {
"prompt_id": "2",
"prompt_label": "brief_resume",
"content_format": "{\"data\": \"brief\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"point_1\", \"point_2\", ...] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "If the topic is not in English, translate it into English. \nSummarize with key points and simple words all the editorial guidelines provided to you: for example, a place, profession, theme, keyword.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\": \"brief\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"point_1\", \"point_2\", ...] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} If the topic is not in English, translate it into English. Summarize with key points and simple words all the editorial guidelines provided to you: for example, a place, profession, theme, keyword."
},
"content": "{\"data\":\"Exploring Managed Cloud Database Services for Enhanced Scalability and Security \"}"
},
"response": {
"status": "ok",
"response": [
"Managed cloud database services provide better scalability.",
"These services also improve security.",
"Focus is on using cloud databases to grow and stay safe online."
]
}
}
{
"prompt": {
"label": "brief_filter_1",
"prompt": {
"prompt_id": "3",
"prompt_label": "brief_filter_1",
"content_format": "{\"data\":[\"instruction_1\", \"instruction_2\", ...]}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Remove the following topics from the provided list:\nSEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"instruction_1\", \"instruction_2\", ...]} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Remove the following topics from the provided list: SEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name."
},
"content": "{\"data\":[\"Managed cloud database services provide better scalability.\",\"These services also improve security.\",\"Focus is on using cloud databases to grow and stay safe online.\"]}"
},
"response": {
"status": "ok",
"response": [
"Managed cloud database services offer improved scalability, innit.",
"These services also bolster your security, right?",
"The emphasis is on leveraging cloud databases to expand and maintain a secure online presence, yeah?"
]
}
}
{
"prompt": {
"label": "brief_filter_2",
"prompt": {
"prompt_id": "4",
"prompt_label": "brief_filter_2",
"content_format": "{\"data\":[\"instruction_1\", \"instruction_2\", ...]}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Remove the following topics from the provided list:\nSEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name.",
"model": "gpt-4o-mini",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"instruction_1\", \"instruction_2\", ...]} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Remove the following topics from the provided list: SEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name."
},
"content": "{\"data\":[\"Managed cloud database services offer improved scalability, innit.\",\"These services also bolster your security, right?\",\"The emphasis is on leveraging cloud databases to expand and maintain a secure online presence, yeah?\"]}"
},
"response": {
"status": "ok",
"response": [
"Managed cloud database services offer improved scalability, innit.",
"These services also bolster your security, right?",
"The emphasis is on leveraging cloud databases to expand and maintain a secure online presence, yeah?"
]
}
}
{
"prompt": {
"label": "generate_clusters",
"prompt": {
"prompt_id": "5",
"prompt_label": "generate_clusters",
"content_format": "{\"data\":\"keyword\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "We will give you a keyword, an idea, or a phrase. You will need to provide 20 thematic cluster ideas related to the keyword.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"keyword\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} We will give you a keyword, an idea, or a phrase. You will need to provide 20 thematic cluster ideas related to the keyword."
},
"content": "{\"data\":\"Exploring Managed Cloud Database Services for Enhanced Scalability and Security\"}"
},
"response": {
"status": "ok",
"response": [
"Cloud Database Security Best Practices: A London Perspective",
"Scaling Your Database in the Cloud: A Guide for London Startups",
"Comparing Managed Cloud Database Providers: AWS vs. Azure vs. GCP in the UK",
"Cost Optimisation Strategies for Managed Cloud Databases: A London Focus",
"Migrating Your Legacy Database to a Managed Cloud Solution: A London Case Study",
"Disaster Recovery and Business Continuity with Managed Cloud Databases: UK Regulations",
"Performance Tuning for Managed Cloud Databases: London Edition",
"Managed Cloud Databases for FinTech Companies in London: Regulatory Compliance",
"The Future of Database Management: Trends in Managed Cloud Services for UK Businesses",
"Serverless Databases in the Cloud: A London Developer's Guide",
"Securing Sensitive Data in Managed Cloud Databases: A London Financial Services Example",
"Automating Database Management Tasks in the Cloud: A London IT Professional's View",
"Hybrid Cloud Database Strategies for London Enterprises",
"Managed Cloud Databases and GDPR: Ensuring Compliance for UK Companies",
"Choosing the Right Managed Cloud Database for Your Application: A London Agency's Advice",
"Monitoring and Alerting for Managed Cloud Databases: A London Operations Team's Approach",
"The Impact of Brexit on Cloud Database Security and Scalability in London",
"Using Managed Cloud Databases for Big Data Analytics: A London Marketing Firm's Insight",
"Managed Cloud Databases for E-commerce Platforms in London: Scalability During Peak Seasons",
"Integrating Managed Cloud Databases with Existing Systems: A London Systems Integrator's Experience"
]
}
}
{
"prompt": {
"label": "content_subtitles",
"prompt": {
"prompt_id": "11",
"prompt_label": "content_subtitles",
"content_format": "{title:title, brief:['instruction_1', 'instruction_2', etc], keywords:['keyword_1', 'keyword_2', etc], sub_number:\"Number of subtitle\"}",
"success_format": "{\"status\": \"ok\", \"response\": [{\"main_title\": \"title of the provided content\", \"sub_1\": {\"h2\": \"the first main subtitle\", \"h3_1\": \"the first subtitle 1\", \"h3_2\": \"the first subtitle 2\"}, \"sub_2\": {\"h2\": \"the second main subtitle\",\"h3_1\": \"the second subtitle 1\",\"h3_2\": \"the second subtitle 2\"}, etc...}]}\n\n\n\n\n\n",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "1",
"prompt_content": "We will give you a content title, a comment, and important keywords to use. You will need to provide a certain number of main blog article subtitles with this information, along with 2 sub-subtitles for each main subtitle.",
"model": "claude-sonnet-4-5-20250929",
"max_tokens": 4096,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {title:title, brief:['instruction_1', 'instruction_2', etc], keywords:['keyword_1', 'keyword_2', etc], sub_number:\"Number of subtitle\"} Response format in case of success: {\"status\": \"ok\", \"response\": [{\"main_title\": \"title of the provided content\", \"sub_1\": {\"h2\": \"the first main subtitle\", \"h3_1\": \"the first subtitle 1\", \"h3_2\": \"the first subtitle 2\"}, \"sub_2\": {\"h2\": \"the second main subtitle\",\"h3_1\": \"the second subtitle 1\",\"h3_2\": \"the second subtitle 2\"}, etc...}]} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} We will give you a content title, a comment, and important keywords to use. You will need to provide a certain number of main blog article subtitles with this information, along with 2 sub-subtitles for each main subtitle.This list of words is prohibited, you must not say that these words are prohibited, you must not use them: In conclusion, However, It is important to note, Additionally, Therefore, As mentioned earlier, That being said, On the other hand, In this case, To clarify, For example, With that in mind, In summary, It is worth noting, Essentially, According to, In other words, Let me explain, In general, Ultimately"
},
"content": "{\"data\":{\"title\":\"Exploring Managed Cloud Database Services for Enhanced Scalability and Security\",\"brief\":\"[\\\"Managed cloud database services offer improved scalability, innit.\\\",\\\"These services also bolster your security, right?\\\",\\\"The emphasis is on leveraging cloud databases to expand and maintain a secure online presence, yeah?\\\"]\",\"keywords\":\"\",\"sub_number\":2}}"
},
"response": {
"status": "ok",
"response": [
{
"main_title": "Exploring Managed Cloud Database Services for Enhanced Scalability and Security",
"sub_1": {
"h2": "Understanding the Scalability Benefits of Managed Cloud Databases",
"h3_1": "How Cloud Infrastructure Enables Seamless Database Growth",
"h3_2": "Comparing Traditional Databases with Cloud-Based Scalability Solutions"
},
"sub_2": {
"h2": "Strengthening Security Through Managed Database Services",
"h3_1": "Built-in Security Features That Protect Your Data",
"h3_2": "Compliance and Encryption Standards in Cloud Database Management"
}
}
]
}
}
{
"prompt": {
"label": "is_firewall",
"prompt": {
"prompt_id": "6",
"prompt_label": "is_firewall",
"content_format": "{\"data\":\"content\"}",
"success_format": "{\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"}",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON.\nIgnore cookie requests in your judgment.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: {\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON. Ignore cookie requests in your judgment."
},
"content": "{\"data\":\"Skip to content\\nSearch for:\\nSearch\\nTech Collective\\nThe definitive guide to technology in Southeast Asia\\nHome\\nVoices\\nFemale Tech Leaders\\nTech for Business\\nAbout Us\\nBecome a contributor\\nContact Us\\nTech for Business\\nExploring the advantages of a managed cloud database service\\nDate:\\nSeptember 15, 2025\\nAuthor:\\nTech Collective\\nComments\\nIn today\\u2019s data-driven world, businesses face an ever-growing need for robust database solutions that don\\u2019t drain resources or require extensive technical expertise. Managed cloud database services have emerged as a powerful solution, offering a hands-off approach to what was traditionally a complex IT responsibility. These services provide organisations with the database capabilities they need without the headaches of maintenance and infrastructure management. As we explore the advantages on\\nthis page\\n, we\\u2019ll uncover why so many companies are transitioning to managed cloud database solutions and how they\\u2019re transforming IT operations.\\nSimplified database management\\nOne of the most compelling advantages of managed cloud database services is how they drastically simplify what has traditionally been a complex aspect of IT operations. Rather than maintaining an intricate internal database infrastructure, organisations can leverage cloud-based solutions that handle the technical complexities on their behalf. This approach makes database management significantly more straightforward, allowing businesses to focus on utilising their data rather than managing the systems that house it.\\nAutomated maintenance and patching\\nManaged cloud database services excel at handling routine but critical maintenance tasks automatically. System updates, security patches, and version upgrades are applied seamlessly in the background, often during pre-scheduled maintenance windows to minimise disruption. This automation ensures that database environments remain current with the latest improvements and security fixes without requiring manual intervention from your team. For instance, OVHcloud\\u2019s managed database offerings for MongoDB, PostgreSQL, MySQL, Valkey, and Cassandra handle these routine maintenance tasks as part of their service, ensuring your databases remain optimised and secure at all times.\\nStreamlined backup and recovery processes\\nData protection becomes remarkably more efficient with managed cloud databases. Rather than developing and maintaining complex backup systems internally, these services typically include automated, regular backups as a standard feature. Recovery processes are similarly streamlined, with point-in-time recovery options that allow you to restore your database to a specific moment before an issue occurred. This capability significantly reduces the risk of data loss and minimises downtime during recovery operations, with some providers offering robust storage and backup solutions like Enterprise File Storage, HA-NAS, and Cloud Disk Array to ensure your data remains safe and accessible.\\nFreeing up your it resources\\nWhen your organisation adopts a managed cloud database service, one of the most immediate benefits is the liberation of your IT team from routine database administration tasks. This shift creates a ripple effect throughout your technology department, enabling a more strategic allocation of human resources and expertise. Rather than spending hours on maintenance and troubleshooting, your technical talent can redirect their attention to initiatives that drive business value and innovation.\\nRedirecting focus to application development\\nWith database management responsibilities offloaded to a cloud provider, your development team can concentrate on creating and enhancing applications that utilise your data assets. This redirection of focus can accelerate development cycles and innovation, as developers spend less time dealing with database issues and more time building features that benefit your users. The time saved translates directly into increased productivity and faster delivery of new capabilities. Cloud databases also integrate seamlessly with modern development approaches, supporting technologies like containers and orchestration services that further streamline the development process.\\nReducing administrative overhead\\nThe administrative burden of managing databases extends beyond just technical maintenance. It encompasses planning for capacity, managing licensing, coordinating upgrades, and ensuring compliance with various regulations. Managed cloud database services absorb these responsibilities, dramatically reducing the administrative overhead for your organisation. This reduction is particularly valuable for smaller teams that lack dedicated database administrators or for enterprises looking to optimise their operational efficiency. With providers like OVHcloud offering compliance certifications such as GDPR, SecNumCloud, HDS, HIPAA, and PCI DSS, you can ensure your data management meets regulatory requirements without additional internal effort.\\nCost-effective database solutions\\nFinancial considerations often drive business decisions, and managed\\ncloud database services\\npresent a compelling economic case. The traditional approach to database management involves significant upfront investments in hardware, software licenses, and specialised personnel. Cloud database services transform this cost structure, offering more predictable expenses and potentially lower total costs, especially when factoring in the indirect savings from reduced management overhead.\\nPay-as-you-go pricing models\\nMost cloud database providers operate on consumption-based pricing models that align costs directly with usage. This approach eliminates the need to provision for peak capacity, allowing you to pay only for the resources you actually consume. During periods of lower demand, your costs decrease accordingly, creating a more efficient financial model. This flexibility is particularly valuable for businesses with variable workloads or seasonal patterns. Many providers offer transparent pricing structures that make it easier to predict and manage database expenses, with some even providing free trial periods, such as OVHcloud\\u2019s Public Cloud Free Trial that offers new users \\u00a3175 of free credit to test their services.\\nComparing costs with traditional self-hosted options\\nWhen evaluating the financial impact of managed cloud databases versus self-hosted solutions, it\\u2019s essential to consider the total cost of ownership. Self-hosted databases require investments in server hardware, storage systems, networking equipment, and data centre space. They also necessitate ongoing expenses for electricity, cooling, maintenance, and eventual hardware replacement. Studies suggest that companies can reduce infrastructure costs by 30-40% by moving to cloud solutions, with 94% of IT professionals reporting that cloud computing reduces startup costs. Beyond these direct expenses, cloud databases eliminate the need for specialised database administration staff or the allocation of existing IT resources to database management tasks.\\nEnhanced reliability and security\\nFor most organisations, database reliability and security are non-negotiable requirements. Managed cloud database services excel in these areas, offering robust architectures designed for high availability and comprehensive security measures. These services are built and maintained by specialists who focus exclusively on database technologies, allowing them to implement best practices that might be challenging for general IT teams to match.\\nBuilt-in failover mechanisms\\nCloud database services typically incorporate sophisticated failover capabilities that activate automatically when issues arise. These systems monitor database health continuously and can rapidly switch to standby instances when problems are detected, minimising downtime and preserving data integrity. For applications requiring the highest levels of availability, many providers offer multi-region deployments that can withstand even regional outages. OVHcloud, for example, provides different availability zone options, including 3-AZ regions that deliver higher availability with a 99.99% SLA, ensuring your databases remain operational even during significant disruptions.\\nData encryption and protection standards\\nSecurity is a cornerstone of managed database services, with comprehensive measures implemented at multiple levels. Data is typically encrypted both at rest and in transit, protecting it from unauthorised access. Access controls, authentication systems, and network security measures create additional layers of protection. Many cloud database providers maintain compliance with stringent security standards and regulations such as ISO\\/IEC 27001, 27017, 27018, 27701, and SOC 2 Type 2. This compliance is particularly valuable for organisations in regulated industries like healthcare or finance, where data protection requirements are especially strict. With approximately 48% of businesses now storing sensitive data on cloud servers with advanced security, the trend toward trusting cloud providers with critical data continues to grow.\\nPerformance monitoring capabilities\\nUnderstanding database performance is crucial for maintaining optimal operations and identifying potential issues before they impact users. Managed cloud database services typically include sophisticated monitoring tools that provide visibility into various aspects of database performance, from query execution times to resource utilisation. These capabilities allow for both reactive troubleshooting and proactive optimisation.\\nReal-time insight tools\\nCloud database services offer comprehensive dashboards and reporting tools that provide real-time insights into database performance. These interfaces allow you to track key metrics such as query response times, throughput, connection counts, and resource utilisation. The ability to monitor these factors in real-time enables quick identification of performance bottlenecks or unusual patterns that might indicate problems. Some services integrate with broader monitoring ecosystems, allowing database metrics to be viewed alongside other application and infrastructure data for a more complete operational picture.\\nProactive issue detection systems\\nBeyond passive monitoring, many managed database services incorporate proactive detection systems that can identify potential problems before they cause disruptions. These systems analyse performance trends and patterns to flag anomalies that might indicate developing issues. Some services even offer automated remediation for common problems, such as performance optimisation recommendations or automatic scaling when resource limits are approached. This proactive approach reduces the likelihood of unexpected downtime and helps maintain consistent performance for database-dependent applications. With tools like OVHcloud\\u2019s Logs Data Platform and Service Logs, organisations can gain deeper insights into their database operations and address potential issues before they impact business continuity.\\nAs data volumes continue to grow, with expectations of 200 ZB of data stored in the cloud by 2025, the advantages of managed cloud database services become increasingly compelling. By combining simplified management, freed IT resources, cost efficiency, enhanced security, and powerful monitoring capabilities, these services offer a comprehensive solution for modern data needs. Whether you\\u2019re considering a migration strategy or exploring options for new database deployments, managed cloud database services provide a compelling alternative to traditional approaches, allowing your organisation to focus on innovation rather than infrastructure.\\nShare this:\\nClick to share on X (Opens in new window)\\nX\\nClick to share on Facebook (Opens in new window)\\nFacebook\\nClick to email a link to a friend (Opens in new window)\\nEmail\\nClick to share on LinkedIn (Opens in new window)\\nLinkedIn\\nClick to share on WhatsApp (Opens in new window)\\nWhatsApp\\nClick to print (Opens in new window)\\nPrint\\nMore\\nClick to share on Tumblr (Opens in new window)\\nTumblr\\nClick to share on Reddit (Opens in new window)\\nReddit\\nClick to share on Pinterest (Opens in new window)\\nPinterest\\nClick to share on Pocket (Opens in new window)\\nPocket\\nClick to share on Telegram (Opens in new window)\\nTelegram\\nLike this:\\nLike\\nLoading...\\nRelated\\nPost navigation\\nPrevious\\nPrevious post:\\nExploring the big VC reset from unicorn dreams to sustainable growth in Southeast Asia\\nNext\\nNext post:\\nDesigning human-centric AI customer support in Southeast Asia\\nLeave a Reply\\nCancel reply\\nSearch for:\\nSearch\\nSubscribe to Blog via Email\\nJoin thousands of others and get a regular dose of Tech Collective in your mailbox\\nEmail Address\\nSubscribe\\nFollow Us on social media\\nFacebook\\nLinkedIn\\nX\\nCategories\\n5 Questions\\nFemale Tech Leaders\\nMobile & Games\\nTech for Business\\nTried and Tested\\nVoices\\nTop Posts\\nLessons Southeast Asia startups must learn from CXA\\u2019s shutdown after USD58M funding\\n5 Southeast Asian tech events that will shape 2026\\nSoutheast Asia\\u2019s cybersecurity reality check, what 2025 revealed about identity, SMEs, and AI defence\\nOur tweets\\nMy Tweets\\nOur Facebook page\\nOur Facebook page\\n\\u00a9 2026\\nTech Collective\\nDiscover more from Tech Collective\\nSubscribe now to keep reading and get access to the full archive.\\nType your email\\u2026\\nSubscribe\\nContinue reading\\n%d\\n\"}"
},
"response": {
"status": "ok",
"response": "false"
}
}
{
"prompt": {
"label": "resume_data",
"prompt": {
"prompt_id": "7",
"prompt_label": "resume_data",
"content_format": "{\"data\":\"content\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you."
},
"content": "{\"data\":\"Skip to content\\nSearch for:\\nSearch\\nTech Collective\\nThe definitive guide to technology in Southeast Asia\\nHome\\nVoices\\nFemale Tech Leaders\\nTech for Business\\nAbout Us\\nBecome a contributor\\nContact Us\\nTech for Business\\nExploring the advantages of a managed cloud database service\\nDate:\\nSeptember 15, 2025\\nAuthor:\\nTech Collective\\nComments\\nIn today\\u2019s data-driven world, businesses face an ever-growing need for robust database solutions that don\\u2019t drain resources or require extensive technical expertise. Managed cloud database services have emerged as a powerful solution, offering a hands-off approach to what was traditionally a complex IT responsibility. These services provide organisations with the database capabilities they need without the headaches of maintenance and infrastructure management. As we explore the advantages on\\nthis page\\n, we\\u2019ll uncover why so many companies are transitioning to managed cloud database solutions and how they\\u2019re transforming IT operations.\\nSimplified database management\\nOne of the most compelling advantages of managed cloud database services is how they drastically simplify what has traditionally been a complex aspect of IT operations. Rather than maintaining an intricate internal database infrastructure, organisations can leverage cloud-based solutions that handle the technical complexities on their behalf. This approach makes database management significantly more straightforward, allowing businesses to focus on utilising their data rather than managing the systems that house it.\\nAutomated maintenance and patching\\nManaged cloud database services excel at handling routine but critical maintenance tasks automatically. System updates, security patches, and version upgrades are applied seamlessly in the background, often during pre-scheduled maintenance windows to minimise disruption. This automation ensures that database environments remain current with the latest improvements and security fixes without requiring manual intervention from your team. For instance, OVHcloud\\u2019s managed database offerings for MongoDB, PostgreSQL, MySQL, Valkey, and Cassandra handle these routine maintenance tasks as part of their service, ensuring your databases remain optimised and secure at all times.\\nStreamlined backup and recovery processes\\nData protection becomes remarkably more efficient with managed cloud databases. Rather than developing and maintaining complex backup systems internally, these services typically include automated, regular backups as a standard feature. Recovery processes are similarly streamlined, with point-in-time recovery options that allow you to restore your database to a specific moment before an issue occurred. This capability significantly reduces the risk of data loss and minimises downtime during recovery operations, with some providers offering robust storage and backup solutions like Enterprise File Storage, HA-NAS, and Cloud Disk Array to ensure your data remains safe and accessible.\\nFreeing up your it resources\\nWhen your organisation adopts a managed cloud database service, one of the most immediate benefits is the liberation of your IT team from routine database administration tasks. This shift creates a ripple effect throughout your technology department, enabling a more strategic allocation of human resources and expertise. Rather than spending hours on maintenance and troubleshooting, your technical talent can redirect their attention to initiatives that drive business value and innovation.\\nRedirecting focus to application development\\nWith database management responsibilities offloaded to a cloud provider, your development team can concentrate on creating and enhancing applications that utilise your data assets. This redirection of focus can accelerate development cycles and innovation, as developers spend less time dealing with database issues and more time building features that benefit your users. The time saved translates directly into increased productivity and faster delivery of new capabilities. Cloud databases also integrate seamlessly with modern development approaches, supporting technologies like containers and orchestration services that further streamline the development process.\\nReducing administrative overhead\\nThe administrative burden of managing databases extends beyond just technical maintenance. It encompasses planning for capacity, managing licensing, coordinating upgrades, and ensuring compliance with various regulations. Managed cloud database services absorb these responsibilities, dramatically reducing the administrative overhead for your organisation. This reduction is particularly valuable for smaller teams that lack dedicated database administrators or for enterprises looking to optimise their operational efficiency. With providers like OVHcloud offering compliance certifications such as GDPR, SecNumCloud, HDS, HIPAA, and PCI DSS, you can ensure your data management meets regulatory requirements without additional internal effort.\\nCost-effective database solutions\\nFinancial considerations often drive business decisions, and managed\\ncloud database services\\npresent a compelling economic case. The traditional approach to database management involves significant upfront investments in hardware, software licenses, and specialised personnel. Cloud database services transform this cost structure, offering more predictable expenses and potentially lower total costs, especially when factoring in the indirect savings from reduced management overhead.\\nPay-as-you-go pricing models\\nMost cloud database providers operate on consumption-based pricing models that align costs directly with usage. This approach eliminates the need to provision for peak capacity, allowing you to pay only for the resources you actually consume. During periods of lower demand, your costs decrease accordingly, creating a more efficient financial model. This flexibility is particularly valuable for businesses with variable workloads or seasonal patterns. Many providers offer transparent pricing structures that make it easier to predict and manage database expenses, with some even providing free trial periods, such as OVHcloud\\u2019s Public Cloud Free Trial that offers new users \\u00a3175 of free credit to test their services.\\nComparing costs with traditional self-hosted options\\nWhen evaluating the financial impact of managed cloud databases versus self-hosted solutions, it\\u2019s essential to consider the total cost of ownership. Self-hosted databases require investments in server hardware, storage systems, networking equipment, and data centre space. They also necessitate ongoing expenses for electricity, cooling, maintenance, and eventual hardware replacement. Studies suggest that companies can reduce infrastructure costs by 30-40% by moving to cloud solutions, with 94% of IT professionals reporting that cloud computing reduces startup costs. Beyond these direct expenses, cloud databases eliminate the need for specialised database administration staff or the allocation of existing IT resources to database management tasks.\\nEnhanced reliability and security\\nFor most organisations, database reliability and security are non-negotiable requirements. Managed cloud database services excel in these areas, offering robust architectures designed for high availability and comprehensive security measures. These services are built and maintained by specialists who focus exclusively on database technologies, allowing them to implement best practices that might be challenging for general IT teams to match.\\nBuilt-in failover mechanisms\\nCloud database services typically incorporate sophisticated failover capabilities that activate automatically when issues arise. These systems monitor database health continuously and can rapidly switch to standby instances when problems are detected, minimising downtime and preserving data integrity. For applications requiring the highest levels of availability, many providers offer multi-region deployments that can withstand even regional outages. OVHcloud, for example, provides different availability zone options, including 3-AZ regions that deliver higher availability with a 99.99% SLA, ensuring your databases remain operational even during significant disruptions.\\nData encryption and protection standards\\nSecurity is a cornerstone of managed database services, with comprehensive measures implemented at multiple levels. Data is typically encrypted both at rest and in transit, protecting it from unauthorised access. Access controls, authentication systems, and network security measures create additional layers of protection. Many cloud database providers maintain compliance with stringent security standards and regulations such as ISO\\/IEC 27001, 27017, 27018, 27701, and SOC 2 Type 2. This compliance is particularly valuable for organisations in regulated industries like healthcare or finance, where data protection requirements are especially strict. With approximately 48% of businesses now storing sensitive data on cloud servers with advanced security, the trend toward trusting cloud providers with critical data continues to grow.\\nPerformance monitoring capabilities\\nUnderstanding database performance is crucial for maintaining optimal operations and identifying potential issues before they impact users. Managed cloud database services typically include sophisticated monitoring tools that provide visibility into various aspects of database performance, from query execution times to resource utilisation. These capabilities allow for both reactive troubleshooting and proactive optimisation.\\nReal-time insight tools\\nCloud database services offer comprehensive dashboards and reporting tools that provide real-time insights into database performance. These interfaces allow you to track key metrics such as query response times, throughput, connection counts, and resource utilisation. The ability to monitor these factors in real-time enables quick identification of performance bottlenecks or unusual patterns that might indicate problems. Some services integrate with broader monitoring ecosystems, allowing database metrics to be viewed alongside other application and infrastructure data for a more complete operational picture.\\nProactive issue detection systems\\nBeyond passive monitoring, many managed database services incorporate proactive detection systems that can identify potential problems before they cause disruptions. These systems analyse performance trends and patterns to flag anomalies that might indicate developing issues. Some services even offer automated remediation for common problems, such as performance optimisation recommendations or automatic scaling when resource limits are approached. This proactive approach reduces the likelihood of unexpected downtime and helps maintain consistent performance for database-dependent applications. With tools like OVHcloud\\u2019s Logs Data Platform and Service Logs, organisations can gain deeper insights into their database operations and address potential issues before they impact business continuity.\\nAs data volumes continue to grow, with expectations of 200 ZB of data stored in the cloud by 2025, the advantages of managed cloud database services become increasingly compelling. By combining simplified management, freed IT resources, cost efficiency, enhanced security, and powerful monitoring capabilities, these services offer a comprehensive solution for modern data needs. Whether you\\u2019re considering a migration strategy or exploring options for new database deployments, managed cloud database services provide a compelling alternative to traditional approaches, allowing your organisation to focus on innovation rather than infrastructure.\\nShare this:\\nClick to share on X (Opens in new window)\\nX\\nClick to share on Facebook (Opens in new window)\\nFacebook\\nClick to email a link to a friend (Opens in new window)\\nEmail\\nClick to share on LinkedIn (Opens in new window)\\nLinkedIn\\nClick to share on WhatsApp (Opens in new window)\\nWhatsApp\\nClick to print (Opens in new window)\\nPrint\\nMore\\nClick to share on Tumblr (Opens in new window)\\nTumblr\\nClick to share on Reddit (Opens in new window)\\nReddit\\nClick to share on Pinterest (Opens in new window)\\nPinterest\\nClick to share on Pocket (Opens in new window)\\nPocket\\nClick to share on Telegram (Opens in new window)\\nTelegram\\nLike this:\\nLike\\nLoading...\\nRelated\\nPost navigation\\nPrevious\\nPrevious post:\\nExploring the big VC reset from unicorn dreams to sustainable growth in Southeast Asia\\nNext\\nNext post:\\nDesigning human-centric AI customer support in Southeast Asia\\nLeave a Reply\\nCancel reply\\nSearch for:\\nSearch\\nSubscribe to Blog via Email\\nJoin thousands of others and get a regular dose of Tech Collective in your mailbox\\nEmail Address\\nSubscribe\\nFollow Us on social media\\nFacebook\\nLinkedIn\\nX\\nCategories\\n5 Questions\\nFemale Tech Leaders\\nMobile & Games\\nTech for Business\\nTried and Tested\\nVoices\\nTop Posts\\nLessons Southeast Asia startups must learn from CXA\\u2019s shutdown after USD58M funding\\n5 Southeast Asian tech events that will shape 2026\\nSoutheast Asia\\u2019s cybersecurity reality check, what 2025 revealed about identity, SMEs, and AI defence\\nOur tweets\\nMy Tweets\\nOur Facebook page\\nOur Facebook page\\n\\u00a9 2026\\nTech Collective\\nDiscover more from Tech Collective\\nSubscribe now to keep reading and get access to the full archive.\\nType your email\\u2026\\nSubscribe\\nContinue reading\\n%d\\n\"}"
},
"response": {
"status": "ok",
"response": [
"Managed cloud database services simplify database management by handling technical complexities, letting businesses focus on data use.",
"These services automate maintenance, security patches and upgrades, ensuring databases are up-to-date and secure.",
"They streamline backup and recovery, with automated backups and point-in-time recovery to minimise data loss and downtime.",
"Managed cloud databases free up IT resources, allowing staff to focus on innovation and business value.",
"Development teams can concentrate on application development, accelerating development cycles and improving productivity.",
"They reduce administrative overhead by managing capacity planning, licensing, upgrades and regulatory compliance (e.g., GDPR).",
"These solutions are cost-effective, with pay-as-you-go pricing models that eliminate the need to provision for peak capacity.",
"Companies may reduce infrastructure costs by 30-40% by using cloud solutions, and 94% of IT professionals report reduced startup costs.",
"Managed cloud databases enhance reliability with built-in failover mechanisms and high availability.",
"Security is improved through data encryption, access controls, and compliance with standards like ISO/IEC 27001 and SOC 2 Type 2; 48% of businesses store sensitive data on cloud servers with advanced security.",
"They include performance monitoring tools with real-time insights into query times and resource utilisation, as well as proactive issue detection systems.",
"OVHcloud offers managed databases for MongoDB, PostgreSQL, MySQL, Valkey, and Cassandra, with a Public Cloud Free Trial offering new users £175 credit.",
"OVHcloud provides 3-AZ regions with 99.99% SLA availability.",
"By 2025, 200 ZB of data is expected to be stored in the cloud."
]
}
}
{
"prompt": {
"label": "is_firewall",
"prompt": {
"prompt_id": "6",
"prompt_label": "is_firewall",
"content_format": "{\"data\":\"content\"}",
"success_format": "{\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"}",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON.\nIgnore cookie requests in your judgment.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: {\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON. Ignore cookie requests in your judgment."
},
"content": "{\"data\":\"Skip to content\\nSales: 844-648-1887\\nSupport: 630-884-8840\\nSolutions\\nRequest Consultation\\nContact Support\\nGet Pricing\\nGet our pricing sent into your inbox\\nSolutions\\nManaged Services\\nIT Strategy\\nProfessional Solutions\\nUnified Communications\\nEmployee Onboarding \\/ Offboarding\\nIT Audits and Assessments\\nOnsite IT Support Services\\nDisaster Recovery\\nHardware Asset Management\\nServer Admin and Support Services\\nManaged Desktop \\/ VDI\\nMobile Device Management\\nvCIO Services\\nRemote IT Support\\nMac Support\\nVoip and Unified Communications\\nVirtualization Services\\nWindows Support\\nOffice Relocation\\nCloud Services\\nCloud Computing\\nCloud Consulting\\nCloud Cybersecurity\\nCloud Desktop\\nCloud Hosting\\nCloud Migration\\nPrivate Cloud Services\\nSecurity\\nNetwork Security\\nCompliance\\nCyber Risk Assessment\\nCyber Security Services\\nPenetration Testing\\nManaged SOC\\nCyber Security Consulting\\nManaged Detection and Response\\nEnd Point Security\\nSIEM Services\\nIDS \\/ IPS\\nManaged Firewall\\nEmail Security\\nMicrosoft Solutions\\nMicrosoft 365\\nMicrosoft Azure Services\\nMicrosoft Teams\\nChicago, IL\\nManaged Services\\nIT Support\\nIT Consulting\\nIT Outsourcing\\nCyber Security\\nNetwork Support\\nIndustries\\nConstruction Firms\\nDental Practices\\nLarge Business Services\\nEnterprise Services\\nManufacturing\\nMarketing\\nMid Sized Business\\nSmall Business\\nNon Profit\\nTransportation\\nFinancial Services\\nHealthcare\\nLegal Services\\nAccounting Services\\nOffices\\nChicago\\nNaperville\\nAurora\\nBurr Ridge\\nSchaumburg\\nSee All\\nAbout Us\\nAbout The Isidore Group\\nBlogs\\nMSP Buyer\\u2019s Guide\\nNewsletter\\nContact Us\\nSupport\\nService Desk Portal\\nGetting Started with The Service Desk Portal\\nRemote Support Connection\\nSee Pricing\\nSales: 844-648-1887\\nSupport: 630-884-8840\\nSolutions\\nManaged Services\\nIT Strategy\\nProfessional Solutions\\nUnified Communications\\nEmployee Onboarding \\/ Offboarding\\nIT Audits and Assessments\\nOnsite IT Support Services\\nDisaster Recovery\\nHardware Asset Management\\nServer Admin and Support Services\\nManaged Desktop \\/ VDI\\nMobile Device Management\\nvCIO Services\\nRemote IT Support\\nMac Support\\nVoip and Unified Communications\\nVirtualization Services\\nWindows Support\\nOffice Relocation\\nCloud Services\\nCloud Computing\\nCloud Consulting\\nCloud Cybersecurity\\nCloud Desktop\\nCloud Hosting\\nCloud Migration\\nPrivate Cloud Services\\nSecurity\\nNetwork Security\\nCompliance\\nCyber Risk Assessment\\nCyber Security Services\\nPenetration Testing\\nManaged SOC\\nCyber Security Consulting\\nManaged Detection and Response\\nEnd Point Security\\nSIEM Services\\nIDS \\/ IPS\\nManaged Firewall\\nEmail Security\\nMicrosoft Solutions\\nMicrosoft 365\\nMicrosoft Azure Services\\nMicrosoft Teams\\nChicago, IL\\nManaged Services\\nIT Support\\nIT Consulting\\nIT Outsourcing\\nCyber Security\\nNetwork Support\\nIndustries\\nConstruction Firms\\nDental Practices\\nLarge Business Services\\nEnterprise Services\\nManufacturing\\nMarketing\\nMid Sized Business\\nSmall Business\\nNon Profit\\nTransportation\\nFinancial Services\\nHealthcare\\nLegal Services\\nAccounting Services\\nOffices\\nChicago\\nNaperville\\nAurora\\nBurr Ridge\\nSchaumburg\\nSee All\\nAbout Us\\nAbout The Isidore Group\\nBlogs\\nMSP Buyer\\u2019s Guide\\nNewsletter\\nContact Us\\nSupport\\nService Desk Portal\\nGetting Started with The Service Desk Portal\\nRemote Support Connection\\nContact Us\\nHome\\n\\u00bb\\nUnderstanding the Advantages of Cloud Databases\\nUnderstanding the Advantages of Cloud Databases\\nJanuary 14, 2025\\nby\\nThe Isidore Group\\nCloud technology has revolutionized business operations, and cloud databases are a key part of this transformation.\\nGartner estimates that by 2025,\\nover 95% of new digital workloads will be deployed on cloud-native platforms\\n. As the shift towards the cloud accelerates, organizations must understand the advantages of cloud databases to stay competitive.\\nSebastian Abbinanti\\n, President of The Isidore Group, notes that \\u201cCloud databases offer unmatched flexibility and scalability, making them essential for businesses looking to optimize their data management strategies.\\u201d Whether you\\u2019re looking to reduce costs, improve scalability, or enhance data security, a cloud database offers many benefits.\\nThis blog will highlight the key cloud databases benefits, helping you understand why your business should move to the cloud today.\\nWhat Are Cloud Databases?\\nA cloud database is an online database service that stores, manages, and processes data on cloud servers instead of on-premises hardware.\\nCloud databases are typically hosted by third-party providers like Amazon Web Services (AWS), Microsoft Azure, or Google Cloud.\\nThere are two main types:\\nRelational Cloud Databases (RDBMS)\\n\\u2013 These databases store data in tables and support SQL queries.\\nNon-relational Cloud Databases (NoSQL)\\n\\u2013 These databases store data in various formats such as documents, graphs, or key-value pairs.\\nNow, let\\u2019s explore the advantages of cloud databases and how they can elevate your business.\\n6 Main Advantages of Cloud Databases\\nCloud databases offer a modern approach to managing and storing data, providing unparalleled advantages for businesses of all sizes. Below are six key advantages of cloud databases that can transform how you handle data and drive business success.\\n1. Cost-Effective Data Storage\\n94% of IT professionals in an OpsRamp survey said that cloud computing reduces upfront startup costs, including setup and maintenance costs.\\nManaging on-premises databases can be expensive, requiring significant investment in hardware, software, and personnel. In contrast, cloud database benefits significantly lower the total cost of ownership.\\nWith a cloud database, you pay only for what you use. There\\u2019s no need to buy and maintain expensive physical servers.\\nAdditionally, the cloud provider handles updates, maintenance, and security, saving your team valuable time and effort. According to McKinsey & Company,\\ncompanies that adopt cloud databases can reduce infrastructure costs by up to 30%-40%\\n.\\nMaximize Efficiency with Reliable Cloud Database Solutions\\nOptimize your data management with scalable, secure, and cost-effective cloud database solutions\\u00a0\\nGet Started Today\\n2. Scalability and Flexibility\\nOne of the most significant cloud database advantages is scalability. As your business grows, so does your need for more data storage and processing power.\\nIn the cloud, scaling up or down is as simple as adjusting your subscription or configuring settings. Unlike on-premises systems, where scaling involves purchasing and installing new hardware, cloud databases allow you to easily adjust resources to match your requirements.\\nThis flexibility ensures your database environment grows with your business, letting you scale quickly without compromising performance.\\n3. Improved Security and Compliance\\n48% of businesses\\nstore classified and sensitive data on cloud servers. Data security is a top concern for any business. You can be confident that advanced security protocols are in place to protect your data when using a cloud database. Cloud providers implement advanced encryption, multi-factor authentication, and automatic backups to safeguard your data.\\nMany cloud providers comply with international security standards. This helps businesses meet regulatory requirements without additional in-house compliance management.\\n4. Automatic Backups and Disaster Recovery\\nAnother cloud database benefit is the automatic backup and disaster recovery features that come with most cloud services. With on-premises databases, setting up backups and ensuring data recovery in case of failure can be complex and time-consuming.\\nIn the cloud, your data is regularly backed up and stored in multiple locations, ensuring that it\\u2019s safe and easily recoverable.\\nIn the event of a failure, cloud providers can quickly restore your database from the most recent backup, reducing downtime and the risk of data loss.\\nDiscover the Value of Cloud Computing for Your Business\\nThe 10 Most Costly Cloud Migration Challenges and How to Avoid Them\\n5 Cloud Migration Steps for a Smooth Transition\\n7 Cloud Computing Security Threats and How to Avoid Them\\n5. Enhanced Performance\\nCloud databases typically offer high performance and low latency. With cloud providers hosting databases on high-performance hardware in data centers, the infrastructure can handle large-scale operations and complex queries with ease.\\nCloud platforms also provide load balancing, ensuring that your database performance remains consistent even under heavy traffic. This helps businesses deliver faster services to customers, improving the overall user experience.\\n6. Simplified Maintenance\\nMaintaining a database can be a complex, time-consuming task. Cloud databases simplify maintenance by automating updates, patches, and fixes. Cloud providers regularly update their systems, ensuring that your database remains secure and up to date without manual intervention.\\nThis reduces the burden on your IT team, allowing them to focus on higher-priority projects instead of routine database maintenance.\\nThings to Consider When Choosing a Cloud Database\\nWhile the advantages of using a cloud database are numerous, choosing the right provider and database solution that fits your business needs is important. Consider the following when evaluating options:\\nDatabase Type:\\nWhether you need a relational or non-relational database, choose a provider that offers the right database for your business needs.\\nPerformance Requirements:\\nLook for providers that offer high performance and low latency for mission-critical applications.\\nSecurity Features:\\nEnsure that the cloud provider follows industry best practices and compliance standards.\\nKey Security Considerations for Cloud Databases\\nTo help you better understand the key aspects of cloud database security, here\\u2019s a table outlining essential security measures to consider.\\nSecurity Consideration\\nDescription\\nEncryption at Rest and In Transit\\nEnsure that all data is encrypted both when stored and during transmission to protect against unauthorized access.\\nAccess Control\\nImplement role-based access control (RBAC) to limit who can access and modify your data, ensuring proper authorization.\\nMulti-Factor Authentication (MFA)\\nUse MFA for accessing your cloud databases to add an extra layer of protection against unauthorized login attempts.\\nRegular Backups\\nRegularly back up your cloud database to safeguard against data loss, and test recovery plans to ensure business continuity.\\nCompliance with Regulations\\nEnsure your cloud database meets industry-specific regulations like GDPR, HIPAA, or PCI-DSS to avoid legal and financial penalties.\\nExperience Scalable Growth and Enhanced Security With The Isidore Group\\u2019s Cloud Solutions\\nThe advantages of cloud databases are clear: they offer cost-effective storage, improved security, scalability, and high performance. By switching to the cloud, you save on infrastructure costs and future-proof your business for growth and innovation.\\nFind Dependable Cloud Database Solutions for Your Business in The\\nChicagoland Region\\nThe Isidore Group\\noffers comprehensive cloud solutions and 24\\/7\\/365 IT support to help you leverage the full potential of cloud technology.\\nContact us today\\nto learn more and schedule a consultation.\\nThe Isidore Group\\nSchedule a free 30-minute consultation with our team.\\nBook a Meeting\\nRecent Posts:\\nWhat is VoIP & How Does it Work?\\nRead More \\u2192\\nWhy IT Budgeting Should Start with Strategy, Not Spend\\nRead More \\u2192\\nHow to Conduct a Year-End Technology Review That Actually Moves the Needle\\nRead More \\u2192\\nHow to Manage Disaster Recovery Testing at Your Business\\nRead More \\u2192\\nSchedule a free 30-minute consultation with our team.\\nSchedule a Free 30 minute consultation with our team.\\nBook a Meeting\\nRecent Posts:\\nAll Resources \\u2b08\\nWhat is VoIP & How Does it Work?\\nRegina Christensen\\nJanuary 11, 2026\\nWhy IT Budgeting Should Start with Strategy, Not Spend\\nThe Isidore Group\\nDecember 31, 2025\\nHow to Conduct a Year-End Technology Review That Actually Moves the Needle\\nThe Isidore Group\\nDecember 20, 2025\\nSchedule a free 30-minute consultation with our team.\\nSchedule a Free 30 minute consultation with our team.\\nBook a Meeting\\nConnect with us:\\nContact Us\\nAccess Service Desk Portal\\nBusiness Information\\n205 N. Michigan Avenue, Suite 810 Chicago, IL 60601, United States\\n114 Shore Drive Burr Ridge, IL 60527, United States\\nPhone: (844) 648 1887\\nSolutions\\nManaged Services\\nCloud Computing\\nCompliance\\nProfessional Solutions\\nUnified Communications\\nChicago, IL\\nManaged Services\\nIT Support\\nIT Consulting\\nIT Outsourcing\\nCyber Security\\nNetwork Support\\nResources\\nAbout Us\\nBlog\\nNewsletter\\nPrivacy Policy\\nAcceptable Use Policy\\nThe Isidore Group, All rights reserved \\u00a9\\u00a0\\nPrivacy Policy\\n|\\nDMCA\\n|\\nCCPA\\n|\\nGDPR\\n\"}"
},
"response": {
"status": "false",
"response": "false"
}
}
{
"prompt": {
"label": "resume_data",
"prompt": {
"prompt_id": "7",
"prompt_label": "resume_data",
"content_format": "{\"data\":\"content\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you."
},
"content": "{\"data\":\"Skip to content\\nSales: 844-648-1887\\nSupport: 630-884-8840\\nSolutions\\nRequest Consultation\\nContact Support\\nGet Pricing\\nGet our pricing sent into your inbox\\nSolutions\\nManaged Services\\nIT Strategy\\nProfessional Solutions\\nUnified Communications\\nEmployee Onboarding \\/ Offboarding\\nIT Audits and Assessments\\nOnsite IT Support Services\\nDisaster Recovery\\nHardware Asset Management\\nServer Admin and Support Services\\nManaged Desktop \\/ VDI\\nMobile Device Management\\nvCIO Services\\nRemote IT Support\\nMac Support\\nVoip and Unified Communications\\nVirtualization Services\\nWindows Support\\nOffice Relocation\\nCloud Services\\nCloud Computing\\nCloud Consulting\\nCloud Cybersecurity\\nCloud Desktop\\nCloud Hosting\\nCloud Migration\\nPrivate Cloud Services\\nSecurity\\nNetwork Security\\nCompliance\\nCyber Risk Assessment\\nCyber Security Services\\nPenetration Testing\\nManaged SOC\\nCyber Security Consulting\\nManaged Detection and Response\\nEnd Point Security\\nSIEM Services\\nIDS \\/ IPS\\nManaged Firewall\\nEmail Security\\nMicrosoft Solutions\\nMicrosoft 365\\nMicrosoft Azure Services\\nMicrosoft Teams\\nChicago, IL\\nManaged Services\\nIT Support\\nIT Consulting\\nIT Outsourcing\\nCyber Security\\nNetwork Support\\nIndustries\\nConstruction Firms\\nDental Practices\\nLarge Business Services\\nEnterprise Services\\nManufacturing\\nMarketing\\nMid Sized Business\\nSmall Business\\nNon Profit\\nTransportation\\nFinancial Services\\nHealthcare\\nLegal Services\\nAccounting Services\\nOffices\\nChicago\\nNaperville\\nAurora\\nBurr Ridge\\nSchaumburg\\nSee All\\nAbout Us\\nAbout The Isidore Group\\nBlogs\\nMSP Buyer\\u2019s Guide\\nNewsletter\\nContact Us\\nSupport\\nService Desk Portal\\nGetting Started with The Service Desk Portal\\nRemote Support Connection\\nSee Pricing\\nSales: 844-648-1887\\nSupport: 630-884-8840\\nSolutions\\nManaged Services\\nIT Strategy\\nProfessional Solutions\\nUnified Communications\\nEmployee Onboarding \\/ Offboarding\\nIT Audits and Assessments\\nOnsite IT Support Services\\nDisaster Recovery\\nHardware Asset Management\\nServer Admin and Support Services\\nManaged Desktop \\/ VDI\\nMobile Device Management\\nvCIO Services\\nRemote IT Support\\nMac Support\\nVoip and Unified Communications\\nVirtualization Services\\nWindows Support\\nOffice Relocation\\nCloud Services\\nCloud Computing\\nCloud Consulting\\nCloud Cybersecurity\\nCloud Desktop\\nCloud Hosting\\nCloud Migration\\nPrivate Cloud Services\\nSecurity\\nNetwork Security\\nCompliance\\nCyber Risk Assessment\\nCyber Security Services\\nPenetration Testing\\nManaged SOC\\nCyber Security Consulting\\nManaged Detection and Response\\nEnd Point Security\\nSIEM Services\\nIDS \\/ IPS\\nManaged Firewall\\nEmail Security\\nMicrosoft Solutions\\nMicrosoft 365\\nMicrosoft Azure Services\\nMicrosoft Teams\\nChicago, IL\\nManaged Services\\nIT Support\\nIT Consulting\\nIT Outsourcing\\nCyber Security\\nNetwork Support\\nIndustries\\nConstruction Firms\\nDental Practices\\nLarge Business Services\\nEnterprise Services\\nManufacturing\\nMarketing\\nMid Sized Business\\nSmall Business\\nNon Profit\\nTransportation\\nFinancial Services\\nHealthcare\\nLegal Services\\nAccounting Services\\nOffices\\nChicago\\nNaperville\\nAurora\\nBurr Ridge\\nSchaumburg\\nSee All\\nAbout Us\\nAbout The Isidore Group\\nBlogs\\nMSP Buyer\\u2019s Guide\\nNewsletter\\nContact Us\\nSupport\\nService Desk Portal\\nGetting Started with The Service Desk Portal\\nRemote Support Connection\\nContact Us\\nHome\\n\\u00bb\\nUnderstanding the Advantages of Cloud Databases\\nUnderstanding the Advantages of Cloud Databases\\nJanuary 14, 2025\\nby\\nThe Isidore Group\\nCloud technology has revolutionized business operations, and cloud databases are a key part of this transformation.\\nGartner estimates that by 2025,\\nover 95% of new digital workloads will be deployed on cloud-native platforms\\n. As the shift towards the cloud accelerates, organizations must understand the advantages of cloud databases to stay competitive.\\nSebastian Abbinanti\\n, President of The Isidore Group, notes that \\u201cCloud databases offer unmatched flexibility and scalability, making them essential for businesses looking to optimize their data management strategies.\\u201d Whether you\\u2019re looking to reduce costs, improve scalability, or enhance data security, a cloud database offers many benefits.\\nThis blog will highlight the key cloud databases benefits, helping you understand why your business should move to the cloud today.\\nWhat Are Cloud Databases?\\nA cloud database is an online database service that stores, manages, and processes data on cloud servers instead of on-premises hardware.\\nCloud databases are typically hosted by third-party providers like Amazon Web Services (AWS), Microsoft Azure, or Google Cloud.\\nThere are two main types:\\nRelational Cloud Databases (RDBMS)\\n\\u2013 These databases store data in tables and support SQL queries.\\nNon-relational Cloud Databases (NoSQL)\\n\\u2013 These databases store data in various formats such as documents, graphs, or key-value pairs.\\nNow, let\\u2019s explore the advantages of cloud databases and how they can elevate your business.\\n6 Main Advantages of Cloud Databases\\nCloud databases offer a modern approach to managing and storing data, providing unparalleled advantages for businesses of all sizes. Below are six key advantages of cloud databases that can transform how you handle data and drive business success.\\n1. Cost-Effective Data Storage\\n94% of IT professionals in an OpsRamp survey said that cloud computing reduces upfront startup costs, including setup and maintenance costs.\\nManaging on-premises databases can be expensive, requiring significant investment in hardware, software, and personnel. In contrast, cloud database benefits significantly lower the total cost of ownership.\\nWith a cloud database, you pay only for what you use. There\\u2019s no need to buy and maintain expensive physical servers.\\nAdditionally, the cloud provider handles updates, maintenance, and security, saving your team valuable time and effort. According to McKinsey & Company,\\ncompanies that adopt cloud databases can reduce infrastructure costs by up to 30%-40%\\n.\\nMaximize Efficiency with Reliable Cloud Database Solutions\\nOptimize your data management with scalable, secure, and cost-effective cloud database solutions\\u00a0\\nGet Started Today\\n2. Scalability and Flexibility\\nOne of the most significant cloud database advantages is scalability. As your business grows, so does your need for more data storage and processing power.\\nIn the cloud, scaling up or down is as simple as adjusting your subscription or configuring settings. Unlike on-premises systems, where scaling involves purchasing and installing new hardware, cloud databases allow you to easily adjust resources to match your requirements.\\nThis flexibility ensures your database environment grows with your business, letting you scale quickly without compromising performance.\\n3. Improved Security and Compliance\\n48% of businesses\\nstore classified and sensitive data on cloud servers. Data security is a top concern for any business. You can be confident that advanced security protocols are in place to protect your data when using a cloud database. Cloud providers implement advanced encryption, multi-factor authentication, and automatic backups to safeguard your data.\\nMany cloud providers comply with international security standards. This helps businesses meet regulatory requirements without additional in-house compliance management.\\n4. Automatic Backups and Disaster Recovery\\nAnother cloud database benefit is the automatic backup and disaster recovery features that come with most cloud services. With on-premises databases, setting up backups and ensuring data recovery in case of failure can be complex and time-consuming.\\nIn the cloud, your data is regularly backed up and stored in multiple locations, ensuring that it\\u2019s safe and easily recoverable.\\nIn the event of a failure, cloud providers can quickly restore your database from the most recent backup, reducing downtime and the risk of data loss.\\nDiscover the Value of Cloud Computing for Your Business\\nThe 10 Most Costly Cloud Migration Challenges and How to Avoid Them\\n5 Cloud Migration Steps for a Smooth Transition\\n7 Cloud Computing Security Threats and How to Avoid Them\\n5. Enhanced Performance\\nCloud databases typically offer high performance and low latency. With cloud providers hosting databases on high-performance hardware in data centers, the infrastructure can handle large-scale operations and complex queries with ease.\\nCloud platforms also provide load balancing, ensuring that your database performance remains consistent even under heavy traffic. This helps businesses deliver faster services to customers, improving the overall user experience.\\n6. Simplified Maintenance\\nMaintaining a database can be a complex, time-consuming task. Cloud databases simplify maintenance by automating updates, patches, and fixes. Cloud providers regularly update their systems, ensuring that your database remains secure and up to date without manual intervention.\\nThis reduces the burden on your IT team, allowing them to focus on higher-priority projects instead of routine database maintenance.\\nThings to Consider When Choosing a Cloud Database\\nWhile the advantages of using a cloud database are numerous, choosing the right provider and database solution that fits your business needs is important. Consider the following when evaluating options:\\nDatabase Type:\\nWhether you need a relational or non-relational database, choose a provider that offers the right database for your business needs.\\nPerformance Requirements:\\nLook for providers that offer high performance and low latency for mission-critical applications.\\nSecurity Features:\\nEnsure that the cloud provider follows industry best practices and compliance standards.\\nKey Security Considerations for Cloud Databases\\nTo help you better understand the key aspects of cloud database security, here\\u2019s a table outlining essential security measures to consider.\\nSecurity Consideration\\nDescription\\nEncryption at Rest and In Transit\\nEnsure that all data is encrypted both when stored and during transmission to protect against unauthorized access.\\nAccess Control\\nImplement role-based access control (RBAC) to limit who can access and modify your data, ensuring proper authorization.\\nMulti-Factor Authentication (MFA)\\nUse MFA for accessing your cloud databases to add an extra layer of protection against unauthorized login attempts.\\nRegular Backups\\nRegularly back up your cloud database to safeguard against data loss, and test recovery plans to ensure business continuity.\\nCompliance with Regulations\\nEnsure your cloud database meets industry-specific regulations like GDPR, HIPAA, or PCI-DSS to avoid legal and financial penalties.\\nExperience Scalable Growth and Enhanced Security With The Isidore Group\\u2019s Cloud Solutions\\nThe advantages of cloud databases are clear: they offer cost-effective storage, improved security, scalability, and high performance. By switching to the cloud, you save on infrastructure costs and future-proof your business for growth and innovation.\\nFind Dependable Cloud Database Solutions for Your Business in The\\nChicagoland Region\\nThe Isidore Group\\noffers comprehensive cloud solutions and 24\\/7\\/365 IT support to help you leverage the full potential of cloud technology.\\nContact us today\\nto learn more and schedule a consultation.\\nThe Isidore Group\\nSchedule a free 30-minute consultation with our team.\\nBook a Meeting\\nRecent Posts:\\nWhat is VoIP & How Does it Work?\\nRead More \\u2192\\nWhy IT Budgeting Should Start with Strategy, Not Spend\\nRead More \\u2192\\nHow to Conduct a Year-End Technology Review That Actually Moves the Needle\\nRead More \\u2192\\nHow to Manage Disaster Recovery Testing at Your Business\\nRead More \\u2192\\nSchedule a free 30-minute consultation with our team.\\nSchedule a Free 30 minute consultation with our team.\\nBook a Meeting\\nRecent Posts:\\nAll Resources \\u2b08\\nWhat is VoIP & How Does it Work?\\nRegina Christensen\\nJanuary 11, 2026\\nWhy IT Budgeting Should Start with Strategy, Not Spend\\nThe Isidore Group\\nDecember 31, 2025\\nHow to Conduct a Year-End Technology Review That Actually Moves the Needle\\nThe Isidore Group\\nDecember 20, 2025\\nSchedule a free 30-minute consultation with our team.\\nSchedule a Free 30 minute consultation with our team.\\nBook a Meeting\\nConnect with us:\\nContact Us\\nAccess Service Desk Portal\\nBusiness Information\\n205 N. Michigan Avenue, Suite 810 Chicago, IL 60601, United States\\n114 Shore Drive Burr Ridge, IL 60527, United States\\nPhone: (844) 648 1887\\nSolutions\\nManaged Services\\nCloud Computing\\nCompliance\\nProfessional Solutions\\nUnified Communications\\nChicago, IL\\nManaged Services\\nIT Support\\nIT Consulting\\nIT Outsourcing\\nCyber Security\\nNetwork Support\\nResources\\nAbout Us\\nBlog\\nNewsletter\\nPrivacy Policy\\nAcceptable Use Policy\\nThe Isidore Group, All rights reserved \\u00a9\\u00a0\\nPrivacy Policy\\n|\\nDMCA\\n|\\nCCPA\\n|\\nGDPR\\n\"}"
},
"response": {
"status": "ok",
"response": [
"The Isidore Group offers IT and cloud-based solutions.",
"Sales: 844-648-1887",
"Support: 630-884-8840",
"Offices are located in Chicago, Naperville, Aurora, Burr Ridge and Schaumburg",
"Cloud databases are predicted to host over 95% of new digital workloads by 2025 (Gartner estimate).",
"Sebastian Abbinanti (President of The Isidore Group) mentions the unmatched flexibility and scalability of cloud databases.",
"Cloud databases involve storing data on cloud servers instead of on-premises hardware.",
"Two types of cloud databases:",
"Relational (RDBMS) which uses tables and SQL.",
"Non-relational (NoSQL) which uses documents, graphs or key-value pairs.",
"Key advantages of Cloud Databases:",
"Cost-Effective: 94% of IT bods reckon cloud computing cuts startup costs (OpsRamp survey); McKinsey & Company reckons firms can slash infrastructure costs by 30-40% when adopting cloud databases.",
"Scalability and Flexibility: Easy scaling up or down as needed.",
"Security and Compliance: 48% of businesses store sensitive data on cloud servers; cloud providers use encryption, multi-factor authentication and comply with international standards.",
"Automatic Backups and Disaster Recovery: Data is backed up regularly and stored in multiple locations.",
"Enhanced Performance: High-performance hardware and load balancing.",
"Simplified Maintenance: Automated updates, patches and fixes.",
"Important security measures include:",
"Encryption both when stored and during transfer.",
"Role-based access control (RBAC).",
"Multi-Factor Authentication (MFA).",
"Regular backups.",
"Compliance with regulations like GDPR, HIPAA or PCI-DSS.",
"The Isidore Group offers 24/7/365 IT support.",
"Offices located at:",
"205 N. Michigan Avenue, Suite 810 Chicago, IL 60601, United States",
"114 Shore Drive Burr Ridge, IL 60527, United States"
]
}
}
{
"prompt": {
"label": "is_firewall",
"prompt": {
"prompt_id": "6",
"prompt_label": "is_firewall",
"content_format": "{\"data\":\"content\"}",
"success_format": "{\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"}",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON.\nIgnore cookie requests in your judgment.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: {\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON. Ignore cookie requests in your judgment."
},
"content": "{\"data\":\"Skip to content\\nBlog Home\\nJob Search\\nJob Interview Guides\\nSoftware Engineering\\nFrontend Developer\\nVue\\nAngular\\nReact\\nBackend\\njava\\nPython\\n.Net\\nFullstack\\nJava + React\\nPython + React\\nNode + React\\nAngular + Node\\nQuality Assurance (QA)\\nManual Testing\\nAutomation Testing\\nMobile\\nandroid\\niOS\\nDevOps\\nData Science\\nBlog Home\\nJob Search\\nJob Interview Guides\\nSoftware Engineering\\nFrontend Developer\\nVue\\nAngular\\nReact\\nBackend\\njava\\nPython\\n.Net\\nFullstack\\nJava + React\\nPython + React\\nNode + React\\nAngular + Node\\nQuality Assurance (QA)\\nManual Testing\\nAutomation Testing\\nMobile\\nandroid\\niOS\\nDevOps\\nData Science\\nSearch\\nSearch\\nScalable Data Storage: Exploring Cloud-based Databases\\nAfreen Khalfe\\nDecember 19, 2023\\nJump to\\nIn the digital era, businesses are immersed in a deluge of data. The volume, velocity, and variety of information generated have reached unprecedented levels. This surge in data necessitates a robust and scalable approach to storage and management. Traditional on-premise databases, while reliable, often fall short in adapting to the ever-growing data demands of modern enterprises.\\nEnter the era of cloud-based databases\\u2014a paradigm shift that not only addresses the limitations of on-premise solutions but also opens doors to unparalleled scalability, flexibility, and cost-effectiveness. The importance of scalable data storage extends beyond mere convenience; it underpins the foundation of innovation, agility, and competitive advantage in the digital ecosystem. As organizations grapple with the challenge of not just storing but efficiently utilizing their data, the role of cloud-based databases becomes increasingly pivotal. In this blog post, we will look into the world of scalable data storage and explore how cloud-based databases can be leveraged to meet the demands of growing datasets.\\nAn Overview of Cloud-based Databases\\nCloud-based databases, as the name suggests, are databases that are hosted on cloud infrastructure. Unlike traditional on-premise databases, cloud databases are accessible over the internet, offering increased flexibility and scalability. They leverage the resources of a cloud service provider, allowing businesses to scale their databases seamlessly as their data requirements evolve.\\nOne defining characteristic of cloud databases is their on-demand nature. Users can provision and scale database resources based on their current needs, avoiding the limitations associated with fixed on-premise infrastructure.\\nComparison with Traditional Databases\\nIn contrast to on-premise databases that require significant upfront investment and maintenance, cloud-based databases offer a pay-as-you-go model. This eliminates the need for extensive hardware provisioning and allows businesses to allocate resources more efficiently. Cloud databases also provide greater accessibility, enabling users to access and manage their data from anywhere in the world.\\nAdvantages of Cloud-based Databases\\nThe advantages of cloud-based databases go beyond cost savings and accessibility.\\nScalability is a key factor.\\u00a0\\nAs datasets grow, cloud databases offer horizontal and vertical scaling options.\\nHorizontal scaling involves adding more servers to distribute the load, while vertical scaling involves increasing the resources of a single server.\\nKey Features of Scalable Cloud Databases\\nHorizontal Scaling vs. Vertical Scaling\\nHorizontal scaling is a fundamental feature of scalable cloud databases. Instead of relying on a single powerful server, horizontal scaling involves distributing the database load across multiple servers. This approach is particularly beneficial for handling increased workloads and ensuring high availability.\\npython\\n# Sample code for horizontal scaling in a cloud-based database (using MongoDB as an example)\\nfrom pymongo import MongoClient\\n# Connection parameters\\nprimary_server = \\u201cprimary_server_url\\u201d\\nsecondary_servers = [\\u201csecondary_server1_url\\u201d, \\u201csecondary_server2_url\\u201d]\\n# Connecting to the primary server\\nclient = MongoClient(primary_server)\\nprimary_db = client[\\u201cprimary_database\\u201d]\\n# Connecting to secondary servers\\nfor server_url in secondary_servers:\\n\\u00a0\\u00a0\\u00a0\\u00a0secondary_client = MongoClient(server_url)\\n\\u00a0\\u00a0\\u00a0\\u00a0secondary_db = secondary_client[\\u201csecondary_database\\u201d]\\n\\u00a0\\u00a0\\u00a0\\u00a0# Perform operations on secondary databases as needed\\nAuto-scaling Capabilities\\nAuto-scaling is another powerful feature that cloud databases provide. With auto-scaling, the database system can automatically adjust its capacity based on the current workload. This ensures optimal performance and resource utilization, even during peak usage periods.\\nData Partitioning and Sharding\\nData partitioning, or sharding, involves dividing a large database into smaller, more manageable parts called shards. Each shard is stored on a separate server, allowing for parallel processing and improved query performance.\\npython\\n# Sample code for data partitioning in a cloud-based database (using Cassandra as an example)\\nfrom cassandra.cluster import Cluster\\n# Connection parameters\\ncluster = Cluster([\\u2018node1\\u2019, \\u2018node2\\u2019, \\u2018node3\\u2019])\\nsession = cluster.connect(\\u2018your_keyspace\\u2019)\\n# Data partitioning logic\\nsession.execute(\\u201c\\u201d\\u201d\\n\\u00a0\\u00a0\\u00a0\\u00a0CREATE TABLE your_table (\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0id UUID PRIMARY KEY,\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0data text\\n\\u00a0\\u00a0\\u00a0\\u00a0)\\n\\u00a0\\u00a0\\u00a0\\u00a0WITH\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0CLUSTERING ORDER BY (data ASC)\\n\\u201c\\u201d\\u201d)\\nPopular Cloud-based Database Services\\nSeveral major cloud providers offer robust database services, each with its strengths and use cases.\\u00a0\\nAmazon Web Services (AWS) provides Amazon Aurora, a MySQL and PostgreSQL-compatible relational database service.\\u00a0\\nMicrosoft Azure offers Cosmos DB, a multi-model, globally distributed database service.\\nGoogle Cloud\\u2019s Spanner is a globally distributed, strongly consistent database.\\nChoosing the Right Database Service\\nThe choice of a cloud-based database service depends on factors such as the nature of the data, scalability requirements, and the specific use case. For example, if your application requires strong consistency and global distribution, Google Cloud Spanner might be the ideal choice.\\npython\\n# Sample code for connecting to a cloud-based database (using Python and MongoDB as an example)\\nfrom pymongo import MongoClient\\n# Connection parameters\\ndatabase_url = \\u201cyour_cloud_database_url\\u201d\\nclient = MongoClient(database_url)\\n# Accessing a database\\ndb = client[\\u201cyour_database_name\\u201d]\\nImplementation Considerations\\nMigrating to a Cloud-based Database\\nMigrating from an on-premise database to a cloud-based solution requires careful planning. Considerations include data integrity, downtime, and the compatibility of database schemas. Tools like AWS Database Migration Service (DMS) can simplify the migration process.\\npython\\n# Sample code for data migration (using AWS Database Migration Service as an example)\\n# Code for migrating data from an on-premise database to Amazon RDS\\n# \\u2026\\n# Code for validating the migration\\n# \\u2026\\nEnsuring Data Security and Compliance\\nAs data moves to the cloud, ensuring its security and compliance with regulations becomes critical. Implementing encryption, access controls, and regular audits are essential components of a robust data security strategy.\\nCase Studies of Successful Implementation\\nNumerous organizations have successfully implemented scalable cloud databases. One such example is Netflix, which uses Amazon DynamoDB for its scalability and seamless integration with other AWS services. The transition allowed Netflix to handle massive amounts of data and scale its infrastructure to meet the demands of a global audience.\\nChallenges and Lessons Learned\\nWhile success stories abound, challenges in implementation are inevitable. Learning from the experiences of others can provide valuable insights. Common challenges include\\u00a0\\nThe optimizing queries for distributed architectures.\\nManaging the different complexities of a globally distributed database.\\nBest Practices for Optimizing Scalability\\nQuery Optimization and Indexing\\nEfficient query performance is crucial for scalable databases. Proper indexing and optimizing queries ensure that the database can handle increasing workloads without sacrificing responsiveness.\\npython\\n# Sample code for optimizing database queries (using SQL as an example)\\n# \\u2026\\nMonitoring and Managing Scalability\\nRegular monitoring of database performance is essential. Cloud providers often offer monitoring tools that allow users to track resource utilization, identify bottlenecks, and make informed decisions to optimize scalability.\\nConclusion\\nIn conclusion, scalable data storage is a cornerstone of modern business operations. Cloud-based databases provide the necessary infrastructure to meet the evolving demands of data growth. By understanding key features, exploring popular services, and implementing best practices, businesses can leverage scalable cloud databases to drive innovation and remain competitive in the data-driven landscape.\\nAfreen Khalfe\\nPrev\\nGetting started with Big Data Analytics\\nNext\\nData Serialization Formats: Avro, Protocol Buffers, and JSON\\nNext\\nLeave a Comment\\nCancel Reply\\nYour email address will not be published.\\nRequired fields are marked\\n*\\nType here..\\nName*\\nEmail*\\nWebsite\\nSave my name, email, and website in this browser for the next time I comment.\\nYou may also like\\nMonolith vs Microservices: Choosing the Right Architecture for Your Application\\nKashif Khan\\nJanuary 12, 2026\\n2:19 pm\\nNo Comments\\nOne of the most important architectural decisions in modern software development is choosing between a monolithic system and a microservices-based system. The debate around monolith vs microservices has grown louder\\nSpotify Agile Model: How the Spotify Model Transforms Team Collaboration\\nKashif Khan\\nJanuary 12, 2026\\n12:20 pm\\nNo Comments\\nWhat Is the Spotify Agile Model? The spotify agile model is an organizational approach to scaling Agile that became widely known after Spotify shared how it structured its engineering teams\\nCrystal Agile Methodology: Principles, Practices, and Benefits\\nKashif Khan\\nJanuary 12, 2026\\n11:23 am\\nNo Comments\\nNot every software project needs rigid ceremonies, fixed roles, or heavy documentation. Some teams move faster when communication is natural, decisions are local, and the process bends around people not\\nCategories\\nCategories\\nSelect Category\\nAgile & Project Management\\nAI\\nAnalytics\\nAutomation Testing\\nBackend\\n\\u00a0\\u00a0\\u00a0.Net\\n\\u00a0\\u00a0\\u00a0java\\n\\u00a0\\u00a0\\u00a0Python\\ncareer\\nCloud Computing\\ncyber security\\nData Analytics\\n\\u00a0\\u00a0\\u00a0data science\\ndata architecture\\ndata engineering\\nEnterprise\\n\\u00a0\\u00a0\\u00a0Diversity & inclusion\\nFrontend\\n\\u00a0\\u00a0\\u00a0Angular\\n\\u00a0\\u00a0\\u00a0JavaScript\\n\\u00a0\\u00a0\\u00a0React\\n\\u00a0\\u00a0\\u00a0Vue\\nFullstack\\n\\u00a0\\u00a0\\u00a0Java + React\\n\\u00a0\\u00a0\\u00a0Node + React\\ngeneral tech\\nHuman Resources Management\\nInformation Security\\nIT Infra and Networking\\nJavascript\\nJob Interview Guides\\nJob Search\\nManual Testing\\nMobile\\n\\u00a0\\u00a0\\u00a0android\\n\\u00a0\\u00a0\\u00a0iOS\\nNewsletters\\nProductivity\\n\\u00a0\\u00a0\\u00a0Workplace Communication\\nQuality Assurance (QA)\\n\\u00a0\\u00a0\\u00a0Manual Testing\\nRemote Working\\nReport\\nSoftware Engineering\\nTechnology\\n\\u00a0\\u00a0\\u00a0Artificial Intelligence\\n\\u00a0\\u00a0\\u00a0Augmented Reality\\n\\u00a0\\u00a0\\u00a0Data Science\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0Data Analytics\\n\\u00a0\\u00a0\\u00a0Developer Guides\\n\\u00a0\\u00a0\\u00a0DevOps\\n\\u00a0\\u00a0\\u00a0Java Developer Guides\\n\\u00a0\\u00a0\\u00a0Trends\\n\\u00a0\\u00a0\\u00a0Virtual Reality\\n\\u00a0\\u00a0\\u00a0Websites\\nUncategorized\\nRecent Posts\\nMonolith vs Microservices: Choosing the Right Architecture for Your Application\\nSpotify Agile Model: How the Spotify Model Transforms Team Collaboration\\nCrystal Agile Methodology: Principles, Practices, and Benefits\\nInterested in working with Data Analytics, data engineering ?\\nThese roles are hiring now.\\nLoading jobs...\\nTalent500 helps the world\\u2019s fastest growing businesses build their global workforce.\\nWe help companies hire, build and manage global teams. We are trusted by industry leaders across the globe \\u2013 from Fortune 500s and larger enterprises, to some of the world\\u2019s fastest-growing startups. We are backed by Accel Partners & ANSR, a global leader and enterprise transformation platform.\\nFacebook\\nLinkedin\\nInstagram\\nHome\\nDiscover Jobs\\nEnterprise blog\\nProfessionals blog\\nAbout us\\nTerms of use\\nPrivacy policy\\nContact us\\nScroll to Top\\n\"}"
},
"response": {
"status": "ok",
"response": "false"
}
}
{
"prompt": {
"label": "resume_data",
"prompt": {
"prompt_id": "7",
"prompt_label": "resume_data",
"content_format": "{\"data\":\"content\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you."
},
"content": "{\"data\":\"Skip to content\\nBlog Home\\nJob Search\\nJob Interview Guides\\nSoftware Engineering\\nFrontend Developer\\nVue\\nAngular\\nReact\\nBackend\\njava\\nPython\\n.Net\\nFullstack\\nJava + React\\nPython + React\\nNode + React\\nAngular + Node\\nQuality Assurance (QA)\\nManual Testing\\nAutomation Testing\\nMobile\\nandroid\\niOS\\nDevOps\\nData Science\\nBlog Home\\nJob Search\\nJob Interview Guides\\nSoftware Engineering\\nFrontend Developer\\nVue\\nAngular\\nReact\\nBackend\\njava\\nPython\\n.Net\\nFullstack\\nJava + React\\nPython + React\\nNode + React\\nAngular + Node\\nQuality Assurance (QA)\\nManual Testing\\nAutomation Testing\\nMobile\\nandroid\\niOS\\nDevOps\\nData Science\\nSearch\\nSearch\\nScalable Data Storage: Exploring Cloud-based Databases\\nAfreen Khalfe\\nDecember 19, 2023\\nJump to\\nIn the digital era, businesses are immersed in a deluge of data. The volume, velocity, and variety of information generated have reached unprecedented levels. This surge in data necessitates a robust and scalable approach to storage and management. Traditional on-premise databases, while reliable, often fall short in adapting to the ever-growing data demands of modern enterprises.\\nEnter the era of cloud-based databases\\u2014a paradigm shift that not only addresses the limitations of on-premise solutions but also opens doors to unparalleled scalability, flexibility, and cost-effectiveness. The importance of scalable data storage extends beyond mere convenience; it underpins the foundation of innovation, agility, and competitive advantage in the digital ecosystem. As organizations grapple with the challenge of not just storing but efficiently utilizing their data, the role of cloud-based databases becomes increasingly pivotal. In this blog post, we will look into the world of scalable data storage and explore how cloud-based databases can be leveraged to meet the demands of growing datasets.\\nAn Overview of Cloud-based Databases\\nCloud-based databases, as the name suggests, are databases that are hosted on cloud infrastructure. Unlike traditional on-premise databases, cloud databases are accessible over the internet, offering increased flexibility and scalability. They leverage the resources of a cloud service provider, allowing businesses to scale their databases seamlessly as their data requirements evolve.\\nOne defining characteristic of cloud databases is their on-demand nature. Users can provision and scale database resources based on their current needs, avoiding the limitations associated with fixed on-premise infrastructure.\\nComparison with Traditional Databases\\nIn contrast to on-premise databases that require significant upfront investment and maintenance, cloud-based databases offer a pay-as-you-go model. This eliminates the need for extensive hardware provisioning and allows businesses to allocate resources more efficiently. Cloud databases also provide greater accessibility, enabling users to access and manage their data from anywhere in the world.\\nAdvantages of Cloud-based Databases\\nThe advantages of cloud-based databases go beyond cost savings and accessibility.\\nScalability is a key factor.\\u00a0\\nAs datasets grow, cloud databases offer horizontal and vertical scaling options.\\nHorizontal scaling involves adding more servers to distribute the load, while vertical scaling involves increasing the resources of a single server.\\nKey Features of Scalable Cloud Databases\\nHorizontal Scaling vs. Vertical Scaling\\nHorizontal scaling is a fundamental feature of scalable cloud databases. Instead of relying on a single powerful server, horizontal scaling involves distributing the database load across multiple servers. This approach is particularly beneficial for handling increased workloads and ensuring high availability.\\npython\\n# Sample code for horizontal scaling in a cloud-based database (using MongoDB as an example)\\nfrom pymongo import MongoClient\\n# Connection parameters\\nprimary_server = \\u201cprimary_server_url\\u201d\\nsecondary_servers = [\\u201csecondary_server1_url\\u201d, \\u201csecondary_server2_url\\u201d]\\n# Connecting to the primary server\\nclient = MongoClient(primary_server)\\nprimary_db = client[\\u201cprimary_database\\u201d]\\n# Connecting to secondary servers\\nfor server_url in secondary_servers:\\n\\u00a0\\u00a0\\u00a0\\u00a0secondary_client = MongoClient(server_url)\\n\\u00a0\\u00a0\\u00a0\\u00a0secondary_db = secondary_client[\\u201csecondary_database\\u201d]\\n\\u00a0\\u00a0\\u00a0\\u00a0# Perform operations on secondary databases as needed\\nAuto-scaling Capabilities\\nAuto-scaling is another powerful feature that cloud databases provide. With auto-scaling, the database system can automatically adjust its capacity based on the current workload. This ensures optimal performance and resource utilization, even during peak usage periods.\\nData Partitioning and Sharding\\nData partitioning, or sharding, involves dividing a large database into smaller, more manageable parts called shards. Each shard is stored on a separate server, allowing for parallel processing and improved query performance.\\npython\\n# Sample code for data partitioning in a cloud-based database (using Cassandra as an example)\\nfrom cassandra.cluster import Cluster\\n# Connection parameters\\ncluster = Cluster([\\u2018node1\\u2019, \\u2018node2\\u2019, \\u2018node3\\u2019])\\nsession = cluster.connect(\\u2018your_keyspace\\u2019)\\n# Data partitioning logic\\nsession.execute(\\u201c\\u201d\\u201d\\n\\u00a0\\u00a0\\u00a0\\u00a0CREATE TABLE your_table (\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0id UUID PRIMARY KEY,\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0data text\\n\\u00a0\\u00a0\\u00a0\\u00a0)\\n\\u00a0\\u00a0\\u00a0\\u00a0WITH\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0CLUSTERING ORDER BY (data ASC)\\n\\u201c\\u201d\\u201d)\\nPopular Cloud-based Database Services\\nSeveral major cloud providers offer robust database services, each with its strengths and use cases.\\u00a0\\nAmazon Web Services (AWS) provides Amazon Aurora, a MySQL and PostgreSQL-compatible relational database service.\\u00a0\\nMicrosoft Azure offers Cosmos DB, a multi-model, globally distributed database service.\\nGoogle Cloud\\u2019s Spanner is a globally distributed, strongly consistent database.\\nChoosing the Right Database Service\\nThe choice of a cloud-based database service depends on factors such as the nature of the data, scalability requirements, and the specific use case. For example, if your application requires strong consistency and global distribution, Google Cloud Spanner might be the ideal choice.\\npython\\n# Sample code for connecting to a cloud-based database (using Python and MongoDB as an example)\\nfrom pymongo import MongoClient\\n# Connection parameters\\ndatabase_url = \\u201cyour_cloud_database_url\\u201d\\nclient = MongoClient(database_url)\\n# Accessing a database\\ndb = client[\\u201cyour_database_name\\u201d]\\nImplementation Considerations\\nMigrating to a Cloud-based Database\\nMigrating from an on-premise database to a cloud-based solution requires careful planning. Considerations include data integrity, downtime, and the compatibility of database schemas. Tools like AWS Database Migration Service (DMS) can simplify the migration process.\\npython\\n# Sample code for data migration (using AWS Database Migration Service as an example)\\n# Code for migrating data from an on-premise database to Amazon RDS\\n# \\u2026\\n# Code for validating the migration\\n# \\u2026\\nEnsuring Data Security and Compliance\\nAs data moves to the cloud, ensuring its security and compliance with regulations becomes critical. Implementing encryption, access controls, and regular audits are essential components of a robust data security strategy.\\nCase Studies of Successful Implementation\\nNumerous organizations have successfully implemented scalable cloud databases. One such example is Netflix, which uses Amazon DynamoDB for its scalability and seamless integration with other AWS services. The transition allowed Netflix to handle massive amounts of data and scale its infrastructure to meet the demands of a global audience.\\nChallenges and Lessons Learned\\nWhile success stories abound, challenges in implementation are inevitable. Learning from the experiences of others can provide valuable insights. Common challenges include\\u00a0\\nThe optimizing queries for distributed architectures.\\nManaging the different complexities of a globally distributed database.\\nBest Practices for Optimizing Scalability\\nQuery Optimization and Indexing\\nEfficient query performance is crucial for scalable databases. Proper indexing and optimizing queries ensure that the database can handle increasing workloads without sacrificing responsiveness.\\npython\\n# Sample code for optimizing database queries (using SQL as an example)\\n# \\u2026\\nMonitoring and Managing Scalability\\nRegular monitoring of database performance is essential. Cloud providers often offer monitoring tools that allow users to track resource utilization, identify bottlenecks, and make informed decisions to optimize scalability.\\nConclusion\\nIn conclusion, scalable data storage is a cornerstone of modern business operations. Cloud-based databases provide the necessary infrastructure to meet the evolving demands of data growth. By understanding key features, exploring popular services, and implementing best practices, businesses can leverage scalable cloud databases to drive innovation and remain competitive in the data-driven landscape.\\nAfreen Khalfe\\nPrev\\nGetting started with Big Data Analytics\\nNext\\nData Serialization Formats: Avro, Protocol Buffers, and JSON\\nNext\\nLeave a Comment\\nCancel Reply\\nYour email address will not be published.\\nRequired fields are marked\\n*\\nType here..\\nName*\\nEmail*\\nWebsite\\nSave my name, email, and website in this browser for the next time I comment.\\nYou may also like\\nMonolith vs Microservices: Choosing the Right Architecture for Your Application\\nKashif Khan\\nJanuary 12, 2026\\n2:19 pm\\nNo Comments\\nOne of the most important architectural decisions in modern software development is choosing between a monolithic system and a microservices-based system. The debate around monolith vs microservices has grown louder\\nSpotify Agile Model: How the Spotify Model Transforms Team Collaboration\\nKashif Khan\\nJanuary 12, 2026\\n12:20 pm\\nNo Comments\\nWhat Is the Spotify Agile Model? The spotify agile model is an organizational approach to scaling Agile that became widely known after Spotify shared how it structured its engineering teams\\nCrystal Agile Methodology: Principles, Practices, and Benefits\\nKashif Khan\\nJanuary 12, 2026\\n11:23 am\\nNo Comments\\nNot every software project needs rigid ceremonies, fixed roles, or heavy documentation. Some teams move faster when communication is natural, decisions are local, and the process bends around people not\\nCategories\\nCategories\\nSelect Category\\nAgile & Project Management\\nAI\\nAnalytics\\nAutomation Testing\\nBackend\\n\\u00a0\\u00a0\\u00a0.Net\\n\\u00a0\\u00a0\\u00a0java\\n\\u00a0\\u00a0\\u00a0Python\\ncareer\\nCloud Computing\\ncyber security\\nData Analytics\\n\\u00a0\\u00a0\\u00a0data science\\ndata architecture\\ndata engineering\\nEnterprise\\n\\u00a0\\u00a0\\u00a0Diversity & inclusion\\nFrontend\\n\\u00a0\\u00a0\\u00a0Angular\\n\\u00a0\\u00a0\\u00a0JavaScript\\n\\u00a0\\u00a0\\u00a0React\\n\\u00a0\\u00a0\\u00a0Vue\\nFullstack\\n\\u00a0\\u00a0\\u00a0Java + React\\n\\u00a0\\u00a0\\u00a0Node + React\\ngeneral tech\\nHuman Resources Management\\nInformation Security\\nIT Infra and Networking\\nJavascript\\nJob Interview Guides\\nJob Search\\nManual Testing\\nMobile\\n\\u00a0\\u00a0\\u00a0android\\n\\u00a0\\u00a0\\u00a0iOS\\nNewsletters\\nProductivity\\n\\u00a0\\u00a0\\u00a0Workplace Communication\\nQuality Assurance (QA)\\n\\u00a0\\u00a0\\u00a0Manual Testing\\nRemote Working\\nReport\\nSoftware Engineering\\nTechnology\\n\\u00a0\\u00a0\\u00a0Artificial Intelligence\\n\\u00a0\\u00a0\\u00a0Augmented Reality\\n\\u00a0\\u00a0\\u00a0Data Science\\n\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0\\u00a0Data Analytics\\n\\u00a0\\u00a0\\u00a0Developer Guides\\n\\u00a0\\u00a0\\u00a0DevOps\\n\\u00a0\\u00a0\\u00a0Java Developer Guides\\n\\u00a0\\u00a0\\u00a0Trends\\n\\u00a0\\u00a0\\u00a0Virtual Reality\\n\\u00a0\\u00a0\\u00a0Websites\\nUncategorized\\nRecent Posts\\nMonolith vs Microservices: Choosing the Right Architecture for Your Application\\nSpotify Agile Model: How the Spotify Model Transforms Team Collaboration\\nCrystal Agile Methodology: Principles, Practices, and Benefits\\nInterested in working with Data Analytics, data engineering ?\\nThese roles are hiring now.\\nLoading jobs...\\nTalent500 helps the world\\u2019s fastest growing businesses build their global workforce.\\nWe help companies hire, build and manage global teams. We are trusted by industry leaders across the globe \\u2013 from Fortune 500s and larger enterprises, to some of the world\\u2019s fastest-growing startups. We are backed by Accel Partners & ANSR, a global leader and enterprise transformation platform.\\nFacebook\\nLinkedin\\nInstagram\\nHome\\nDiscover Jobs\\nEnterprise blog\\nProfessionals blog\\nAbout us\\nTerms of use\\nPrivacy policy\\nContact us\\nScroll to Top\\n\"}"
},
"response": {
"status": "ok",
"response": [
"Article discusses scalable data storage using cloud-based databases.",
"Traditional on-premise databases are becoming insufficient for modern data demands.",
"Cloud databases offer scalability, flexibility and are cost-effective.",
"Cloud databases are hosted on cloud infrastructure and accessible over the internet.",
"They offer on-demand resource provisioning and scaling.",
"Cloud databases use a pay-as-you-go model, unlike on-premise databases which require upfront investment.",
"Key feature: Horizontal scaling involves distributing database load across multiple servers.",
"Key feature: Auto-scaling automatically adjusts database capacity based on workload.",
"Key feature: Data partitioning (sharding) divides large databases into smaller parts on separate servers.",
"Examples of cloud database services:",
"\t-Amazon Web Services (AWS) provides Amazon Aurora (MySQL and PostgreSQL-compatible).",
"\t-Microsoft Azure offers Cosmos DB (multi-model, globally distributed).",
"\t-Google Cloud's Spanner (globally distributed, strongly consistent).",
"Choosing a service depends on data nature, scalability needs and use case.",
"Migrating to the cloud requires planning for data integrity and compatibility; tools like AWS DMS can help.",
"Data security in the cloud requires encryption, access controls and audits.",
"Netflix uses Amazon DynamoDB for scalability.",
"Challenges include optimising queries for distributed architectures and managing globally distributed databases.",
"Best practices include query optimisation, indexing and regular performance monitoring.",
"Article by Afreen Khalfe, published December 19, 2023."
]
}
}
{
"prompt": {
"label": "is_firewall",
"prompt": {
"prompt_id": "6",
"prompt_label": "is_firewall",
"content_format": "{\"data\":\"content\"}",
"success_format": "{\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"}",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON.\nIgnore cookie requests in your judgment.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: {\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON. Ignore cookie requests in your judgment."
},
"content": "{\"data\":\"Skip to main content\\nFilter: All\\nEnglish\\nContact us\\nAWS Marketplace\\nSupport\\nMy account\\nSearch\\nFilter: All\\nSign in to console\\nCreate account\\nAWS Databases\\nOverview\\nServices\\nResources\\nCustomers\\nMigrations\\nProducts\\n\\u203a\\nDatabases\\nLearn about Database Savings Plans\\nAWS Databases\\nHigh-performance, secure, and reliable foundation to power generative AI solutions and data-driven applications at any scale\\nGet started with AWS Databases\\nTry with AWS Free Tier\\nWhy AWS Databases?\\nAWS Databases offer a high-performance, secure, and reliable foundation to power generative AI solutions and data-driven applications that drive value for your business and customers. AWS high-performance databases support any workload or use case, including relational databases with 3-5x faster throughput than alternatives, purpose-built databases with microsecond latency, and built-in vector database capabilities with fastest throughput at the highest recall rates. AWS provides serverless options that remove the need to manage capacity by instantly scaling on demand. AWS Databases deliver unmatched security with encryption at rest and in transit, network isolation, authentication, resolution of anomalies, and rigorous adherence to compliance standards. They are highly reliable because the data is automatically replicated across multiple Availability Zones within an AWS Region. With 15+ database engines optimized for the application\\u2019s data model, AWS fully managed databases remove the undifferentiated heavy lifting of database administrative tasks.\\nPlay\\nBenefits of AWS Databases\\nPower generative AI apps\\nUnlock high throughput and highly relevant vector search outcomes with low latency using native vector database capabilities. Integrations with Amazon Bedrock provide fully managed and automated retrieval augmented generation (RAG).\\nLearn more\\nSecure and resilient\\nSecure your applications with encryption at rest and in transit, network isolation, and more. AWS delivers resiliency with up to 99.999% availability, multi-AZ deployments, multi-Region replication, automated failovers, and more.\\nLearn more\\nPerformance at scale\\nStart small and scale with relational databases that have 3\\u20135x higher throughput than alternatives or nonrelational databases that provide submillisecond to microsecond latency at any scale.\\nLearn more\\nCost effective\\nLower total cost of ownership by using the right tool for the job, and leverage innovations like serverless, Aurora I\\/O-Optimized for price predictability, and EC2 Graviton4 instances for additional price performance benefits.\\nLearn more\\nFully managed\\nFree your teams from time-consuming tasks. With proven operational excellence, AWS handles tasks like server provisioning and backups and also provides continuous monitoring, self-healing storage, and automated scaling.\\nLearn more\\nSimplicity of operations\\nScale instantly using serverless, with no servers to manage and zero downtime maintenance. Also, AWS zero-ETL integrations simplify analytics, ML, and search on operational data, removing the need to build or manage data pipelines.\\nLearn more\\nEnabling multicloud strategies\\nMany of AWS data services enable multicloud strategies. We support open standards such as full wire protocol compatibility with open source databases, which helps our databases seamlessly integrate with other open source compatible databases hosted in other clouds and on-premises environments. Applications can communicate with AWS open source compatible databases without any modifications. We also offer integration with open source frameworks such as ODBC, JDBC, LangChain and LlamaIndex.\\nAWS Databases are integrated with various AWS services that support multicloud environments. To illustrate, Amazon Elastic Kubernetes Service (EKS) is integrated with Amazon Aurora, Amazon DynamoDB, and Amazon ElastiCache, and more. You can integrate these EKS clusters with other Kubernetes services in a multicloud environment. You can use AWS IAM Roles Anywhere to grant workloads running outside of AWS, including other cloud providers, temporary access to AWS resources using IAM roles and policies. In addition, you can use AWS DMS to move data across clouds.\\nThe ease of interoperability and portability provide you flexibility to deploy your workloads across various environments based on your requirements and constraints.\\nOur most popular content\\nAnalyst Report\\nIDC running SQL Server workloads in the cloud\\nA clear majority indicated that AWS is their chosen primary cloud provider for deploying SQL Server workloads. This IDC report shares why, including key criteria for choosing a cloud provider, benefits and options for using AWS, and essential guidance.\\nDownload\\nWhitepaper\\nMigrating Oracle database workloads to AWS\\nThis whitepaper provides comprehensive guidance for organizations looking to migrate Oracle database workloads to AWS. It outlines the key motivations, challenges, and strategies for successful Oracle migrations, including licensing optimization, modernization opportunities, and available migration tools and services.\\nDownload\\nAnalyst Report\\nIDC Business Value of Amazon Aurora\\nOrganizations who adopted Amazon Aurora realized a 42% lower TCO, 6 months payback on investment, and 434% three-year ROI.\\nDownload\\nAnalyst Report\\nIDC Business Value of Amazon DynamoDB\\nOrganizations who adopted DynamoDB realized a 25% lower TCO, 8 months payback on investment, and 378% three-year ROI.\\nLearn more\\nAnalyst Report\\nIDC Business Value of Amazon ElastiCache\\nOrganizations who adopted ElastiCache realized 48% lower TCO, 7 months payback on investment, and 449% three-year ROI.\\nDownload\\nAnalyst Report\\nIDC Business Value of Amazon RDS\\nOrganizations who adopted RDS (excluding Aurora) realized a 34% lower TCO, 5 months payback on investment, and 258% three-year ROI.\\nDownload\\nWhitepaper\\nDesign patterns for Valkey\\nThis guide to Valkey - an open source fork of the last available Redis OSS v7.2 - is ideal for organizations who want a proven high-performance, open source cache. We discuss when to use caching and dive deep on core data modeling patterns, resource optimization, and advanced data types and patterns.\\nLearn more\\nWhitepaper\\nAmazon Aurora high availability and disaster recovery features for global resilience\\nThis whitepaper explores Aurora HA and DR capabilities. You will learn design patterns that enable the development of globally resilient applications. Learn how to establish single Region and cross-Region HA and DR using Aurora features, including Multi-AZ deployments and Aurora Global Database.\\nDownload\\nShow all\\nEasy ways to improve price performance and optimize costs\\n50%\\npricing reduction on Amazon DynamoDB on-demand pricing and up to 67% on DynamoDB global tables\\n33%\\npricing reduction on Amazon ElastiCache Serverless for Valkey - get started as low as $6\\/month\\nup to 29%+\\nprice-performance improvement with AWS Graviton4 on Amazon Aurora and Amazon RDS\\nup to 30%\\ncost savings with Amazon Aurora Optimized Reads and up to 8x improved query latency\\nup to 90%\\ncost savings with Amazon Aurora Serverless, Amazon Neptune Serverless, and Amazon DocumentDB Serverless\\nup to 72%\\nincreased throughput and up to 71% reduction in latency with Amazon ElastiCache\\nPowering agentic AI and generative AI apps\\nBlog\\nSupercharging AWS database development with AWS MCP servers\\nThis blog explains how MCP servers transform traditional database development workflow by helping developers build more efficiently by providing AI-assisted tools that understand context, suggest improvements, and help reason through system configurations.\\nRead the blog\\nBlog\\nVibe code with AWS databases using Vercel v0\\nThe blog discusses how developers can use Vercel's v0 generative UI tool to build modern applications with AWS databases. It demonstrates how to build various applications using different databases including Aurora, DynamoDB, ElastiCache, and Neptune, while emphasizing secure connectivity through OpenID Connect (OIDC).\\nRead the blog\\nBlog\\nThe role of vector datastores in generative AI applications\\nThis blog discusses the crucial role of vector databases in generative AI applications, particularly in implementing RAG. It explains how vector databases help store and query embeddings of domain-specific data to enhance the accuracy and relevance of AI responses.\\nRead the blog\\nBlog\\nImprove the performance of generative AI workloads on Amazon Aurora with Optimized Reads and pgvector\\nThe blog discusses how Aurora Optimized Reads significantly improves vector search performance, particularly when using HNSW indexing, delivering up to 20x better query performance compared to IVFFlat indexing.\\nRead the blog\\nBlog\\nBuild generative AI applications with Amazon Aurora and Knowledge Bases for Amazon Bedrock\\nThis blog explains how organizations can customize foundation model responses with their private data while leveraging Aurora's performance features and Amazon Bedrock's fully managed RAG workflow.\\nRead the blog\\nWorkshop\\nGenerative AI use cases with Aurora PostgreSQL and pgvector\\nThe workshop demonstrates how to integrate foundation models from Amazon Bedrock and Hugging Face with Aurora PostgreSQL to create, store, and efficiently query vector embeddings.\\nLearn more\\nWorkshop\\nGenerative AI with DynamoDB zero-ETL integration with OpenSearch Service and Amazon Bedrock\\nThis workshop demonstrates how to combine DynamoDB's high-performance transactional capabilities with OpenSearch Servicel search and analytics features, creating a robust architecture for context-aware reasoning applications. Through practical exercises, you will gain expertise in setting up Amazon Bedrock Connector, managing product catalog data, and implementing vector-based search functionalities.\\nLearn more\\nVideo\\nDeep dive into Amazon Neptune Analytics & its generative AI capabilities\\nAmazon Neptune Analytics help you reveal breakthrough insights and apply generative AI via graph analytics, 80 times faster data loading, and vector similarity search.\\nWatch the video\\n\\\\\\\"},{\\\\\\\"id\\\\\\\":4,\\\\\\\"idProperty\\\\\\\":\\\\\\\"row2\\\\\\\",\\\\\\\"2\\\\\\\":\\\\\\\"\\nHigh-traffic web applications, ecommerce systems, gaming applications, generative AI use cases (such as similarity search using DynamoDB zero-ETL integration with Amazon OpenSearch Service)\\n\\\\\\\",\\\\\\\"3\\\\\\\":\\\\\\\"\\n\\\\\\\\n\\n\\\\\\\\n\\n\\\\\\\\n\\nAmazon DynamoDB\\n\\\\\\\\n\\n\\\\\\\"},{\\\\\\\"id\\\\\\\":5,\\\\\\\"idProperty\\\\\\\":\\\\\\\"row5\\\\\\\",\\\\\\\"2\\\\\\\":\\\\\\\"\\nFraud detection, social networking, recommendation engines, generative AI use cases (such as GraphRAG, enhanced fraud detection, discovery of new answers, and more)\\n\\\\\\\",\\\\\\\"3\\\\\\\":\\\\\\\"\\nAmazon Neptune\\n\\\\\\\"},{\\\\\\\"id\\\\\\\":6,\\\\\\\"idProperty\\\\\\\":\\\\\\\"row4\\\\\\\",\\\\\\\"2\\\\\\\":\\\\\\\"\\nContent management, catalogs, user profiles, generative AI use cases (such as chatbots with Retrieval Augmented Generation, similarity search, recommendation systems, and more)\\n\\\\\\\",\\\\\\\"3\\\\\\\":\\\\\\\"\\nAmazon DocumentDB (with MongoDB compatibility)\\n\\\\\\\"}]}}\\\"},\\\"metadata\\\":{\\\"tags\\\":[]}}]},\\\"metadata\\\":{\\\"auth\\\":{},\\\"testAttributes\\\":{}},\\\"context\\\":{\\\"page\\\":{\\\"pageUrl\\\":\\\"https:\\/\\/aws.amazon.com\\/products\\/databases\\/\\\"},\\\"contentType\\\":\\\"page\\\",\\\"environment\\\":{\\\"stage\\\":\\\"prod\\\",\\\"region\\\":\\\"us-west-2\\\"},\\\"sdkVersion\\\":\\\"2.0.25\\\"},\\\"refMap\\\":{\\\"manifest.js\\\":\\\"dc426bc1e0\\\",\\\"rt-table-block.rtl.css\\\":\\\"00118e30ff\\\",\\\"rt-table-block.js\\\":\\\"0bfa963728\\\",\\\"rt-table-block.css\\\":\\\"8b5d3da13c\\\",\\\"rt-table-block.css.js\\\":\\\"0b4f4a62ff\\\",\\\"rt-table-block.rtl.css.js\\\":\\\"01309e2f93\\\"},\\\"settings\\\":{\\\"templateMappings\\\":{\\\"dark\\\":\\\"dark\\\",\\\"jsonData\\\":\\\"jsonData\\\",\\\"patternDark\\\":\\\"patternDark\\\",\\\"itemTabLabel\\\":\\\"itemTabLabel\\\",\\\"itemHeading\\\":\\\"itemHeading\\\",\\\"itemSubheading\\\":\\\"itemSubheading\\\",\\\"itemBodyContent\\\":\\\"itemBodyContent\\\",\\\"itemFootnote\\\":\\\"itemFootnote\\\",\\\"itemRegions\\\":\\\"itemRegions\\\",\\\"itemRegionProperty\\\":\\\"itemRegionProperty\\\",\\\"itemFilterOptions\\\":\\\"itemFilterOptions\\\",\\\"itemTableColumns\\\":\\\"itemTableColumns\\\",\\\"itemTableRowGroups\\\":\\\"itemTableRowGroups\\\",\\\"itemTableData\\\":\\\"itemTableData\\\"}}}\\nDatabase services\\nDatabase type\\nExamples\\nAWS service\\nRelational\\nRelational databases store data with predefined schemas and relationships between them. These databases are designed to support ACID transactions, and maintain referential integrity and strong data consistency.\\nTraditional applications, enterprise resource planning (ERP), customer relationship management (CRM), ecommerce, generative AI use cases (such as chatbots with Retrieval Augmented Generation, similarity search, recommendation systems, and more)\\nAmazon Aurora\\nAmazon RDS\\nAmazon Redshift\\nKey-value\\nKey-value databases are optimized for common access patterns, typically to store and retrieve large volumes of data. These databases deliver quick response times, even in extreme volumes of concurrent requests.\\nHigh-traffic web applications, ecommerce systems, gaming applications, generative AI use cases (such as similarity search using DynamoDB zero-ETL integration with Amazon OpenSearch Service)\\nAmazon DynamoDB\\nIn-memory\\nIn-memory databases are used for applications that require real-time access to data. By storing data directly in memory, these databases deliver microsecond latency to applications for whom millisecond latency is not enough.\\nCaching, session management, gaming leaderboards, geospatial applications, generative AI use cases (such as chatbots with Retrieval Augmented Generation, semantic caching, recommendation systems, fraud detection, and more)\\nAmazon ElastiCache\\nAmazon MemoryDB\\nDocument\\nA document database is designed to store semistructured data as JSON-like documents. These databases help developers build and update applications quickly.\\nContent management, catalogs, user profiles, generative AI use cases (such as chatbots with Retrieval Augmented Generation, similarity search, recommendation systems, and more)\\nAmazon DocumentDB (with MongoDB compatibility)\\nGraph\\nGraph databases are for applications that need to navigate and query millions of relationships between highly connected graph datasets with millisecond latency at large scale.\\nFraud detection, social networking, recommendation engines, generative AI use cases (such as GraphRAG, enhanced fraud detection, discovery of new answers, and more)\\nAmazon Neptune\\nWide column\\nA wide column store is a type of NoSQL database. It uses tables, rows, and columns, but unlike a relational database, the names and format of the columns can vary from row to row in the same table.\\nHigh-scale industrial apps for equipment maintenance, fleet management, and route optimization\\nAmazon Keyspaces (for Apache Cassandra)\\nTime series\\nTime-series databases efficiently collect, synthesize, and derive insights from data that changes over time and with queries spanning time intervals.\\nInternet of Things (IoT) applications, DevOps, industrial telemetry\\nAmazon Timestream\\nSee resources \\u00bb\\nCreate an AWS account\\nLearn\\nWhat Is AWS?\\nWhat Is Cloud Computing?\\nWhat Is Agentic AI?\\nCloud Computing Concepts Hub\\nAWS Cloud Security\\nWhat's New\\nBlogs\\nPress Releases\\nResources\\nGetting Started\\nTraining\\nAWS Trust Center\\nAWS Solutions Library\\nArchitecture Center\\nProduct and Technical FAQs\\nAnalyst Reports\\nAWS Partners\\nDevelopers\\nBuilder Center\\nSDKs & Tools\\n.NET on AWS\\nPython on AWS\\nJava on AWS\\nPHP on AWS\\nJavaScript on AWS\\nHelp\\nContact Us\\nFile a Support Ticket\\nAWS re:Post\\nKnowledge Center\\nAWS Support Overview\\nGet Expert Help\\nAWS Accessibility\\nLegal\\nEnglish\\nBack to top\\nAmazon is an Equal Opportunity Employer: Minority \\/ Women \\/ Disability \\/ Veteran \\/ Gender Identity \\/ Sexual Orientation \\/ Age.\\nx\\nfacebook\\nlinkedin\\ninstagram\\ntwitch\\nyoutube\\npodcasts\\nemail\\nPrivacy\\nSite terms\\nCookie Preferences\\n\\u00a9 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved.\\n\"}"
},
"response": {
"status": "false",
"response": "false"
}
}
{
"prompt": {
"label": "resume_data",
"prompt": {
"prompt_id": "7",
"prompt_label": "resume_data",
"content_format": "{\"data\":\"content\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you."
},
"content": "{\"data\":\"Skip to main content\\nFilter: All\\nEnglish\\nContact us\\nAWS Marketplace\\nSupport\\nMy account\\nSearch\\nFilter: All\\nSign in to console\\nCreate account\\nAWS Databases\\nOverview\\nServices\\nResources\\nCustomers\\nMigrations\\nProducts\\n\\u203a\\nDatabases\\nLearn about Database Savings Plans\\nAWS Databases\\nHigh-performance, secure, and reliable foundation to power generative AI solutions and data-driven applications at any scale\\nGet started with AWS Databases\\nTry with AWS Free Tier\\nWhy AWS Databases?\\nAWS Databases offer a high-performance, secure, and reliable foundation to power generative AI solutions and data-driven applications that drive value for your business and customers. AWS high-performance databases support any workload or use case, including relational databases with 3-5x faster throughput than alternatives, purpose-built databases with microsecond latency, and built-in vector database capabilities with fastest throughput at the highest recall rates. AWS provides serverless options that remove the need to manage capacity by instantly scaling on demand. AWS Databases deliver unmatched security with encryption at rest and in transit, network isolation, authentication, resolution of anomalies, and rigorous adherence to compliance standards. They are highly reliable because the data is automatically replicated across multiple Availability Zones within an AWS Region. With 15+ database engines optimized for the application\\u2019s data model, AWS fully managed databases remove the undifferentiated heavy lifting of database administrative tasks.\\nPlay\\nBenefits of AWS Databases\\nPower generative AI apps\\nUnlock high throughput and highly relevant vector search outcomes with low latency using native vector database capabilities. Integrations with Amazon Bedrock provide fully managed and automated retrieval augmented generation (RAG).\\nLearn more\\nSecure and resilient\\nSecure your applications with encryption at rest and in transit, network isolation, and more. AWS delivers resiliency with up to 99.999% availability, multi-AZ deployments, multi-Region replication, automated failovers, and more.\\nLearn more\\nPerformance at scale\\nStart small and scale with relational databases that have 3\\u20135x higher throughput than alternatives or nonrelational databases that provide submillisecond to microsecond latency at any scale.\\nLearn more\\nCost effective\\nLower total cost of ownership by using the right tool for the job, and leverage innovations like serverless, Aurora I\\/O-Optimized for price predictability, and EC2 Graviton4 instances for additional price performance benefits.\\nLearn more\\nFully managed\\nFree your teams from time-consuming tasks. With proven operational excellence, AWS handles tasks like server provisioning and backups and also provides continuous monitoring, self-healing storage, and automated scaling.\\nLearn more\\nSimplicity of operations\\nScale instantly using serverless, with no servers to manage and zero downtime maintenance. Also, AWS zero-ETL integrations simplify analytics, ML, and search on operational data, removing the need to build or manage data pipelines.\\nLearn more\\nEnabling multicloud strategies\\nMany of AWS data services enable multicloud strategies. We support open standards such as full wire protocol compatibility with open source databases, which helps our databases seamlessly integrate with other open source compatible databases hosted in other clouds and on-premises environments. Applications can communicate with AWS open source compatible databases without any modifications. We also offer integration with open source frameworks such as ODBC, JDBC, LangChain and LlamaIndex.\\nAWS Databases are integrated with various AWS services that support multicloud environments. To illustrate, Amazon Elastic Kubernetes Service (EKS) is integrated with Amazon Aurora, Amazon DynamoDB, and Amazon ElastiCache, and more. You can integrate these EKS clusters with other Kubernetes services in a multicloud environment. You can use AWS IAM Roles Anywhere to grant workloads running outside of AWS, including other cloud providers, temporary access to AWS resources using IAM roles and policies. In addition, you can use AWS DMS to move data across clouds.\\nThe ease of interoperability and portability provide you flexibility to deploy your workloads across various environments based on your requirements and constraints.\\nOur most popular content\\nAnalyst Report\\nIDC running SQL Server workloads in the cloud\\nA clear majority indicated that AWS is their chosen primary cloud provider for deploying SQL Server workloads. This IDC report shares why, including key criteria for choosing a cloud provider, benefits and options for using AWS, and essential guidance.\\nDownload\\nWhitepaper\\nMigrating Oracle database workloads to AWS\\nThis whitepaper provides comprehensive guidance for organizations looking to migrate Oracle database workloads to AWS. It outlines the key motivations, challenges, and strategies for successful Oracle migrations, including licensing optimization, modernization opportunities, and available migration tools and services.\\nDownload\\nAnalyst Report\\nIDC Business Value of Amazon Aurora\\nOrganizations who adopted Amazon Aurora realized a 42% lower TCO, 6 months payback on investment, and 434% three-year ROI.\\nDownload\\nAnalyst Report\\nIDC Business Value of Amazon DynamoDB\\nOrganizations who adopted DynamoDB realized a 25% lower TCO, 8 months payback on investment, and 378% three-year ROI.\\nLearn more\\nAnalyst Report\\nIDC Business Value of Amazon ElastiCache\\nOrganizations who adopted ElastiCache realized 48% lower TCO, 7 months payback on investment, and 449% three-year ROI.\\nDownload\\nAnalyst Report\\nIDC Business Value of Amazon RDS\\nOrganizations who adopted RDS (excluding Aurora) realized a 34% lower TCO, 5 months payback on investment, and 258% three-year ROI.\\nDownload\\nWhitepaper\\nDesign patterns for Valkey\\nThis guide to Valkey - an open source fork of the last available Redis OSS v7.2 - is ideal for organizations who want a proven high-performance, open source cache. We discuss when to use caching and dive deep on core data modeling patterns, resource optimization, and advanced data types and patterns.\\nLearn more\\nWhitepaper\\nAmazon Aurora high availability and disaster recovery features for global resilience\\nThis whitepaper explores Aurora HA and DR capabilities. You will learn design patterns that enable the development of globally resilient applications. Learn how to establish single Region and cross-Region HA and DR using Aurora features, including Multi-AZ deployments and Aurora Global Database.\\nDownload\\nShow all\\nEasy ways to improve price performance and optimize costs\\n50%\\npricing reduction on Amazon DynamoDB on-demand pricing and up to 67% on DynamoDB global tables\\n33%\\npricing reduction on Amazon ElastiCache Serverless for Valkey - get started as low as $6\\/month\\nup to 29%+\\nprice-performance improvement with AWS Graviton4 on Amazon Aurora and Amazon RDS\\nup to 30%\\ncost savings with Amazon Aurora Optimized Reads and up to 8x improved query latency\\nup to 90%\\ncost savings with Amazon Aurora Serverless, Amazon Neptune Serverless, and Amazon DocumentDB Serverless\\nup to 72%\\nincreased throughput and up to 71% reduction in latency with Amazon ElastiCache\\nPowering agentic AI and generative AI apps\\nBlog\\nSupercharging AWS database development with AWS MCP servers\\nThis blog explains how MCP servers transform traditional database development workflow by helping developers build more efficiently by providing AI-assisted tools that understand context, suggest improvements, and help reason through system configurations.\\nRead the blog\\nBlog\\nVibe code with AWS databases using Vercel v0\\nThe blog discusses how developers can use Vercel's v0 generative UI tool to build modern applications with AWS databases. It demonstrates how to build various applications using different databases including Aurora, DynamoDB, ElastiCache, and Neptune, while emphasizing secure connectivity through OpenID Connect (OIDC).\\nRead the blog\\nBlog\\nThe role of vector datastores in generative AI applications\\nThis blog discusses the crucial role of vector databases in generative AI applications, particularly in implementing RAG. It explains how vector databases help store and query embeddings of domain-specific data to enhance the accuracy and relevance of AI responses.\\nRead the blog\\nBlog\\nImprove the performance of generative AI workloads on Amazon Aurora with Optimized Reads and pgvector\\nThe blog discusses how Aurora Optimized Reads significantly improves vector search performance, particularly when using HNSW indexing, delivering up to 20x better query performance compared to IVFFlat indexing.\\nRead the blog\\nBlog\\nBuild generative AI applications with Amazon Aurora and Knowledge Bases for Amazon Bedrock\\nThis blog explains how organizations can customize foundation model responses with their private data while leveraging Aurora's performance features and Amazon Bedrock's fully managed RAG workflow.\\nRead the blog\\nWorkshop\\nGenerative AI use cases with Aurora PostgreSQL and pgvector\\nThe workshop demonstrates how to integrate foundation models from Amazon Bedrock and Hugging Face with Aurora PostgreSQL to create, store, and efficiently query vector embeddings.\\nLearn more\\nWorkshop\\nGenerative AI with DynamoDB zero-ETL integration with OpenSearch Service and Amazon Bedrock\\nThis workshop demonstrates how to combine DynamoDB's high-performance transactional capabilities with OpenSearch Servicel search and analytics features, creating a robust architecture for context-aware reasoning applications. Through practical exercises, you will gain expertise in setting up Amazon Bedrock Connector, managing product catalog data, and implementing vector-based search functionalities.\\nLearn more\\nVideo\\nDeep dive into Amazon Neptune Analytics & its generative AI capabilities\\nAmazon Neptune Analytics help you reveal breakthrough insights and apply generative AI via graph analytics, 80 times faster data loading, and vector similarity search.\\nWatch the video\\n\\\\\\\"},{\\\\\\\"id\\\\\\\":4,\\\\\\\"idProperty\\\\\\\":\\\\\\\"row2\\\\\\\",\\\\\\\"2\\\\\\\":\\\\\\\"\\nHigh-traffic web applications, ecommerce systems, gaming applications, generative AI use cases (such as similarity search using DynamoDB zero-ETL integration with Amazon OpenSearch Service)\\n\\\\\\\",\\\\\\\"3\\\\\\\":\\\\\\\"\\n\\\\\\\\n\\n\\\\\\\\n\\n\\\\\\\\n\\nAmazon DynamoDB\\n\\\\\\\\n\\n\\\\\\\"},{\\\\\\\"id\\\\\\\":5,\\\\\\\"idProperty\\\\\\\":\\\\\\\"row5\\\\\\\",\\\\\\\"2\\\\\\\":\\\\\\\"\\nFraud detection, social networking, recommendation engines, generative AI use cases (such as GraphRAG, enhanced fraud detection, discovery of new answers, and more)\\n\\\\\\\",\\\\\\\"3\\\\\\\":\\\\\\\"\\nAmazon Neptune\\n\\\\\\\"},{\\\\\\\"id\\\\\\\":6,\\\\\\\"idProperty\\\\\\\":\\\\\\\"row4\\\\\\\",\\\\\\\"2\\\\\\\":\\\\\\\"\\nContent management, catalogs, user profiles, generative AI use cases (such as chatbots with Retrieval Augmented Generation, similarity search, recommendation systems, and more)\\n\\\\\\\",\\\\\\\"3\\\\\\\":\\\\\\\"\\nAmazon DocumentDB (with MongoDB compatibility)\\n\\\\\\\"}]}}\\\"},\\\"metadata\\\":{\\\"tags\\\":[]}}]},\\\"metadata\\\":{\\\"auth\\\":{},\\\"testAttributes\\\":{}},\\\"context\\\":{\\\"page\\\":{\\\"pageUrl\\\":\\\"https:\\/\\/aws.amazon.com\\/products\\/databases\\/\\\"},\\\"contentType\\\":\\\"page\\\",\\\"environment\\\":{\\\"stage\\\":\\\"prod\\\",\\\"region\\\":\\\"us-west-2\\\"},\\\"sdkVersion\\\":\\\"2.0.25\\\"},\\\"refMap\\\":{\\\"manifest.js\\\":\\\"dc426bc1e0\\\",\\\"rt-table-block.rtl.css\\\":\\\"00118e30ff\\\",\\\"rt-table-block.js\\\":\\\"0bfa963728\\\",\\\"rt-table-block.css\\\":\\\"8b5d3da13c\\\",\\\"rt-table-block.css.js\\\":\\\"0b4f4a62ff\\\",\\\"rt-table-block.rtl.css.js\\\":\\\"01309e2f93\\\"},\\\"settings\\\":{\\\"templateMappings\\\":{\\\"dark\\\":\\\"dark\\\",\\\"jsonData\\\":\\\"jsonData\\\",\\\"patternDark\\\":\\\"patternDark\\\",\\\"itemTabLabel\\\":\\\"itemTabLabel\\\",\\\"itemHeading\\\":\\\"itemHeading\\\",\\\"itemSubheading\\\":\\\"itemSubheading\\\",\\\"itemBodyContent\\\":\\\"itemBodyContent\\\",\\\"itemFootnote\\\":\\\"itemFootnote\\\",\\\"itemRegions\\\":\\\"itemRegions\\\",\\\"itemRegionProperty\\\":\\\"itemRegionProperty\\\",\\\"itemFilterOptions\\\":\\\"itemFilterOptions\\\",\\\"itemTableColumns\\\":\\\"itemTableColumns\\\",\\\"itemTableRowGroups\\\":\\\"itemTableRowGroups\\\",\\\"itemTableData\\\":\\\"itemTableData\\\"}}}\\nDatabase services\\nDatabase type\\nExamples\\nAWS service\\nRelational\\nRelational databases store data with predefined schemas and relationships between them. These databases are designed to support ACID transactions, and maintain referential integrity and strong data consistency.\\nTraditional applications, enterprise resource planning (ERP), customer relationship management (CRM), ecommerce, generative AI use cases (such as chatbots with Retrieval Augmented Generation, similarity search, recommendation systems, and more)\\nAmazon Aurora\\nAmazon RDS\\nAmazon Redshift\\nKey-value\\nKey-value databases are optimized for common access patterns, typically to store and retrieve large volumes of data. These databases deliver quick response times, even in extreme volumes of concurrent requests.\\nHigh-traffic web applications, ecommerce systems, gaming applications, generative AI use cases (such as similarity search using DynamoDB zero-ETL integration with Amazon OpenSearch Service)\\nAmazon DynamoDB\\nIn-memory\\nIn-memory databases are used for applications that require real-time access to data. By storing data directly in memory, these databases deliver microsecond latency to applications for whom millisecond latency is not enough.\\nCaching, session management, gaming leaderboards, geospatial applications, generative AI use cases (such as chatbots with Retrieval Augmented Generation, semantic caching, recommendation systems, fraud detection, and more)\\nAmazon ElastiCache\\nAmazon MemoryDB\\nDocument\\nA document database is designed to store semistructured data as JSON-like documents. These databases help developers build and update applications quickly.\\nContent management, catalogs, user profiles, generative AI use cases (such as chatbots with Retrieval Augmented Generation, similarity search, recommendation systems, and more)\\nAmazon DocumentDB (with MongoDB compatibility)\\nGraph\\nGraph databases are for applications that need to navigate and query millions of relationships between highly connected graph datasets with millisecond latency at large scale.\\nFraud detection, social networking, recommendation engines, generative AI use cases (such as GraphRAG, enhanced fraud detection, discovery of new answers, and more)\\nAmazon Neptune\\nWide column\\nA wide column store is a type of NoSQL database. It uses tables, rows, and columns, but unlike a relational database, the names and format of the columns can vary from row to row in the same table.\\nHigh-scale industrial apps for equipment maintenance, fleet management, and route optimization\\nAmazon Keyspaces (for Apache Cassandra)\\nTime series\\nTime-series databases efficiently collect, synthesize, and derive insights from data that changes over time and with queries spanning time intervals.\\nInternet of Things (IoT) applications, DevOps, industrial telemetry\\nAmazon Timestream\\nSee resources \\u00bb\\nCreate an AWS account\\nLearn\\nWhat Is AWS?\\nWhat Is Cloud Computing?\\nWhat Is Agentic AI?\\nCloud Computing Concepts Hub\\nAWS Cloud Security\\nWhat's New\\nBlogs\\nPress Releases\\nResources\\nGetting Started\\nTraining\\nAWS Trust Center\\nAWS Solutions Library\\nArchitecture Center\\nProduct and Technical FAQs\\nAnalyst Reports\\nAWS Partners\\nDevelopers\\nBuilder Center\\nSDKs & Tools\\n.NET on AWS\\nPython on AWS\\nJava on AWS\\nPHP on AWS\\nJavaScript on AWS\\nHelp\\nContact Us\\nFile a Support Ticket\\nAWS re:Post\\nKnowledge Center\\nAWS Support Overview\\nGet Expert Help\\nAWS Accessibility\\nLegal\\nEnglish\\nBack to top\\nAmazon is an Equal Opportunity Employer: Minority \\/ Women \\/ Disability \\/ Veteran \\/ Gender Identity \\/ Sexual Orientation \\/ Age.\\nx\\nfacebook\\nlinkedin\\ninstagram\\ntwitch\\nyoutube\\npodcasts\\nemail\\nPrivacy\\nSite terms\\nCookie Preferences\\n\\u00a9 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved.\\n\"}"
},
"response": {
"status": "ok",
"response": [
"AWS Databases provide a secure and reliable foundation for AI and data-driven applications.",
"They support various workloads with relational databases (3-5x faster throughput), purpose-built databases (microsecond latency), and vector database capabilities.",
"Serverless options are available for instant scaling.",
"Security features include encryption, network isolation, and authentication.",
"Data is automatically replicated across multiple Availability Zones for high reliability.",
"AWS offers 15+ database engines.",
"Benefits include:",
"\t-Powering generative AI apps.",
"\t-Security and resilience (up to 99.999% availability).",
"\t-Performance at scale (submillisecond to microsecond latency).",
"\t-Cost-effectiveness.",
"\t-Fully managed services.",
"\t-Simplicity of operations.",
"\t-Enabling multicloud strategies.",
"IDC reports show:",
"\t-Amazon Aurora: 42% lower TCO, 6 months payback, 434% three-year ROI.",
"\t-Amazon DynamoDB: 25% lower TCO, 8 months payback, 378% three-year ROI.",
"\t-Amazon ElastiCache: 48% lower TCO, 7 months payback, 449% three-year ROI.",
"\t-Amazon RDS: 34% lower TCO, 5 months payback, 258% three-year ROI.",
"Cost optimisation includes:",
"\t-50% pricing reduction on Amazon DynamoDB on-demand pricing and up to 67% on DynamoDB global tables.",
"\t-33% pricing reduction on Amazon ElastiCache Serverless for Valkey (from $6/month).",
"\t-Up to 29%+ price-performance improvement with AWS Graviton4 on Amazon Aurora and Amazon RDS.",
"\t-Up to 30% cost savings with Amazon Aurora Optimized Reads and up to 8x improved query latency.",
"\t-Up to 90% cost savings with Amazon Aurora Serverless, Amazon Neptune Serverless and Amazon DocumentDB Serverless.",
"\t-Up to 72% increased throughput and up to 71% reduction in latency with Amazon ElastiCache.",
"Database Types and AWS Services:",
"\t-Relational: Amazon Aurora, Amazon RDS, Amazon Redshift.",
"\t-Key-value: Amazon DynamoDB.",
"\t-In-memory: Amazon ElastiCache, Amazon MemoryDB.",
"\t-Document: Amazon DocumentDB.",
"\t-Graph: Amazon Neptune.",
"\t-Wide column: Amazon Keyspaces.",
"\t-Time series: Amazon Timestream.",
"© 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved."
]
}
}
{
"prompt": {
"label": "is_firewall",
"prompt": {
"prompt_id": "6",
"prompt_label": "is_firewall",
"content_format": "{\"data\":\"content\"}",
"success_format": "{\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"}",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON.\nIgnore cookie requests in your judgment.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: {\"status\" : \"ok\",\"response\":\"true (firewall)/false (real content)\"} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} You are an agent who detects whether the content provided to you seems to be from a website, an error message, or a security verification of a site or web server. If the content sent is \"could not scrap,\" return true in the JSON. Ignore cookie requests in your judgment."
},
"content": "{\"data\":\"Open menu\\nWebmail\\nNotifications\\nBack to menu\\nNo pending order\\nNo pending ticket\\nMy customer account\\nBack to menu\\nMy customer account\\nMy bills\\nMy products and services\\nMy payment methods\\nMy orders\\nMy contacts\\nMy support tickets\\nContact Sales\\nSupport\\nBack to menu\\nHelp center\\nSupport Levels\\nProfessional Services\\nCommunities\\nBack to menu\\nOVHcloud Community\\nOVHcloud Blog\\nEvents\\nLearn\\nBack to menu\\nDocumentation\\nTutorials\\nUse cases\\nDeveloper Centre\\nCompliance\\nCase Studies\\nVideos\\nStories\\nTraining\\nUnited Kingdom [\\u00a3]\\nBack to menu\\nEurope\\nDeutschland [\\u20ac]\\nEspa\\u00f1a [\\u20ac]\\nFrance [\\u20ac]\\nIreland [\\u20ac]\\nItalia [\\u20ac]\\nNederland [\\u20ac]\\nPolska [PLN]\\nPortugal [\\u20ac]\\nUnited Kingdom [\\u00a3]\\nAmerica\\nCanada (en) [$]\\nCanada (fr) [$]\\nUnited States [$]\\nAm\\u00e9rica Latina [$]\\nAfrica\\nMaroc [Dhs]\\nS\\u00e9n\\u00e9gal [FCFA]\\nTunisie [DT]\\nOceania\\nAustralia [A$]\\nAsia\\nSingapore [S$]\\nAsia [US$]\\nIndia [\\u20b9]\\nWorld\\nWorld [$]\\nWorld [\\u20ac]\\nOpen login menu\\nWelcome to OVHcloud.\\nLog in to order, manage your products and services, and track your orders.\\nMy customer account\\nWebmail\\nBare Metal & VPS\\nBack to menu\\nBare Metal & VPS\\nDedicated Servers\\nBack to menu\\nDedicated Servers\\nProducts\\nDiscover our dedicated servers\\nRise Servers\\nNew\\nThe most affordable bare-metal servers offered by OVHcloud.\\nAdvance Servers\\nNew\\nVersatile servers for small and medium businesses.\\nGame Servers\\nNew\\nFor video games and streaming platforms.\\nStorage Servers\\nServers for archiving, backup, and distributed storage.\\nScale Servers\\nNew\\nSpecifically designed for complex, high-resilience infrastructures.\\nHigh Grade Servers\\nThe most powerful servers, optimised for critical loads.\\nOperating systems and applications\\nOperating systems and applications adapted to your needs\\nDedicated server availability by region\\nThe availability of our servers in various regions around the world\\nBare Metal Wholesale\\nGet a full rack of Advance, Scale or High Grade servers.\\nUse Cases\\nAZ and resilience\\nGrid computing\\nSAP HANA\\nVirtualisation and containerisation\\nWebsite Business Application\\nHyperconverged Infrastructure\\nSoftware-defined Storage\\nBig Data and Analytics\\nArchiving and Backup\\nAI, Machine Learning & Deep Learning\\nConfidential Computing\\nDatabase\\nGaming\\nHigh Performance Computing\\nEco Dedicated Servers\\nBack to menu\\nEco Dedicated Servers\\nEco Dedicated Servers\\nExplore our Dedicated Servers\\nKimsufi Servers\\nLow-cost servers to get you started\\nSo you Start Servers\\nA range of dedicated servers that are perfect for startups and very small businesses\\nRise Servers\\nNew\\nTried-and-tested Intel and AMD platforms for competitive performance and price\\nOperating systems and distributions\\nFind the versions compatible with your Eco server\\nUse cases\\nWebsite and business application\\nEmail server\\nNew\\nData storage\\nNew\\nVirtual private servers \\u2013 VPS\\nBack to menu\\nVirtual private servers \\u2013 VPS\\nVirtual private servers \\u2013 VPS\\nVPS\\nNew\\nOur new VPS with maximum resources, the best prices, instant scalability, and reinforced security, available in all our regions.\\nDistributions and licences\\nSee all our distributions and licences available on VPS\\nOptions\\nCustomise your VPS with our advanced options\\nHelp\\nUse cases\\nAutomated workflows with n8n\\nNew\\nWordPress multisite platform\\nVideo game server\\nTest server with VPS\\nHosting trading applications on a Forex VPS\\nManaged Bare Metal\\nBack to menu\\nManaged Bare Metal\\nManaged Bare Metal\\nManaged Bare Metal Essentials powered by VMware\\u00ae\\nYour virtual infrastructure managed by OVHcloud\\nStorage and backups\\nBack to menu\\nStorage and backups\\nStorage and backup\\nExplore all our solutions\\nEnterprise File Storage\\nFully managed file storage based on NetApp ONTAP Select\\nHA-NAS\\nCentralised storage or backup space for your file data\\nCloud Disk Array\\nA scalable storage solution based on CEPH technology\\nVeeam Enterprise Plus\\nThe ultimate solution for protecting your data in a way that fits your needs\\nHYCU for OVHcloud\\nSimplify the backup and migration of your Nutanix workloads\\nUse cases\\nData storage for your Linux servers\\nData storage for your virtual machines\\nNetwork\\nBack to menu\\nNetwork\\nNetwork\\nAdditional IP\\nAssign and move dynamic IP addresses from one service to another\\nOVHcloud Load Balancer\\nBalance your application load across multiple backend servers\\nPrivate Network (vRack)\\nConnect all your OVHcloud services together with an isolated private network\\nOVHcloud Link Aggregation\\nGet a redundant, high-bandwith private network\\nOVHcloud Connect\\nConnect your datacentre to OVHcloud\\nPublic Bandwith\\nUpgrade your default guaranteed bandwidth\\nCDN Infrastructure\\nA dedicated CDN to complement your OVHcloud products\\nBring Your Own IP (BYOIP)\\nBring your IP addresses and simplify your migration to OVHcloud\\nNetwork Security\\nBack to menu\\nNetwork Security\\nNetwork Security\\nAnti DDoS infrastructure\\nKeep your infrastructures protected against DDoS attacks\\nGame DDoS Protection\\nProtect your gaming and e-sport business with best-in-class security solution\\nDNSSEC\\nProtect your data from DNS cache poisoning\\nSSL Gateway\\nSimplest way to enable security on your webpage. Without any effort!\\nIdentity, Security & Operations\\nBack to menu\\nIdentity, Security & Operations\\nIdentity, Security & Operations\\nIdentity and Access Management (IAM)\\nSecure your access management and enhance your productivity\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nKey Management Service (KMS)\\nSecure your data across all your OVHcloud services from one central place\\nSecret Manager\\nProfessionally manage of all your secrets in one place\\nService Logs\\nMonitor your cloud environment\\u2019s performance and security\\nBare Metal Pod\\nBack to menu\\nBare Metal Pod\\nBare Metal Pod\\nSecNumCloud-qualified Bare Metal Pod\\nBare Metal performance in a SecNumCloud compliant sovereign environment.\\nUse Cases\\nData sovereignty\\nSecNumCloud-qualified solutions\\nDomain Hosting Email\\nBack to menu\\nDomain Hosting Email\\nDomain name\\nBack to menu\\nDomain name\\nDomain name\\nSearch for your domain name\\nTransfer your domain name to OVHcloud\\nRenew your domain name\\nSearch the secondary market (aftermarket)\\nQuick access\\nDomain name prices\\nWHOIS - Search for domain information\\nDNS server\\nSpecial offers\\nNew\\nWeb Hosting\\nBack to menu\\nWeb Hosting\\nWeb Hosting\\nAll Web packs\\nAdditional databases\\nSSL option\\nCDN option\\nQuick access\\nHow do I create a website?\\nHost your WordPress website\\nCreate your website in 1 click\\nCreate your online store\\nEmail & collaborative solutions\\nBack to menu\\nEmail & collaborative solutions\\nEmail & collaborative solutions\\nAll Email plans\\nAll Exchange plans\\nOffice 365 licences\\nSMS\\nBack to menu\\nSMS\\nSMS\\nSend your Pro text messages\\nPublic Cloud\\nBack to menu\\nPublic Cloud\\nPublic Cloud\\nBack to menu\\nPublic Cloud\\nPublic Cloud\\nDiscover Public Cloud\\nService ecosystem\\nAutomate your setup, propel your business\\nPricing\\nView our simple, accessible pricing\\nPublic Cloud free trial\\nTry out our solutions at no cost\\nSavings Plans\\nNew\\nOpt for a 1 to 36 month subscription and save on your Public Cloud resources.\\nThe advantages of the Public Cloud solution\\nDiscover cloud computing solutions to meet your needs\\nCloud Computing\\nFind out more about this growing practice\\nCertification & compliance\\nExplore how OVHcloud builds trusted solutions\\nTrusted Zones\\nDeploy your critical data in high-security zones\\nAvailability by region\\nExplore our catalogue coverage by region\\nLocal Zones\\nNew\\nDeploy cloud services closer to your users\\nOur documentation\\nRead our guides and tutorials\\nCompute\\nBack to menu\\nCompute\\nCompute\\nExplore all our Compute products\\nVirtual Machine Instances\\nGet versatile instances that can be adapted to suit all your needs.\\nCloud GPU\\nSpeed up your workloads with high-performance GPU instances.\\nMetal Instances\\nCombine the power of Bare Metal with cloud automation\\nOur documentation\\nBrowse our documentation for the Compute range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nLocal Zone\\nNew\\nDeploy cloud services closer to your users\\nStorage\\nBack to menu\\nStorage\\nStorage\\nExplore all our Storage products\\nBlock Storage\\nCreate storage volumes, which can be used as additional disks\\nObject Storage\\nGet S3-compatible unlimited storage on demand\\nCold Archive\\nHighly economical archiving for infrequently accessed data.\\nLocal Zone\\nNew\\nDeploy cloud services closer to your users\\nOur documentation\\nBrowse our documentation for the Storage range\\nNetwork\\nBack to menu\\nNetwork\\nNetwork\\nExplore all our Network products\\nPrivate Network\\nDeploy private networks via the OVHcloud vRack\\nLoad Balancer\\nManage variable traffic by spreading it across multiple resources\\nFloating IP\\nAssign and move your public IP from one service to another\\nGateway\\nManage a single connection point between your private network & internet\\nOur documentation\\nView our documentation for the Network range\\nContainers & Orchestration\\nBack to menu\\nContainers & Orchestration\\nContainers & Orchestration\\nExplore all our Containers & Orchestration products\\nManaged Kubernetes Service\\nOrchestrate your containerised applications with a CNCF-certified Kubernetes cluster\\nLoad Balancer for Managed Kubernetes Service\\nManage variations in activity by distributing traffic across multiple resources\\nManaged Rancher Service\\nNew\\nSimplified and centralised management of your Kubernetes clusters\\nManaged Private Registry\\nManage your images of containers and helmchart on a secure private registry\\nOur documentation\\nView our documentation for the Containers & Orchestration range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nDatabases\\nBack to menu\\nDatabases\\nDatabases\\nExplore all our Databases products\\nMongoDB\\nDocument-oriented NoSQL engine. Try for free with Free Tier\\nMySQL\\nPopular relational database that adapts to your usage\\nPostgreSQL\\nThe top open-source relational database engine\\nValkey\\nSmart in-memory storage\\nOur Documentation\\nView our documentation for the Databases range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nAnalytics\\nBack to menu\\nAnalytics\\nAnalytics\\nExplore all our Analytics products\\nKafka\\nQueueing solution for deploying your event-driven architectures\\nKafka Connect\\nExtension simplifying the ingestion of your sources to Apache Kafka\\nKafka MirrorMaker\\nReplication ensuring high availability for your Kafka clusters\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nOpenSearch\\nA dedicated engine for indexing, searching and analyzing data\\nClickHouse\\nNew\\nUltra-fast data analysis at your fingertips\\nManaged Dashboards\\nGrafana platform for creating dashboards\\nOur documentation\\nView our documentation for the Analytics range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nData Platform\\nNew\\nBack to menu\\nData Platform\\nData Platform\\nBrowse all our Data Platform products\\nDiscover the OVHcloud Data Platform\\nNew\\nCarry out your Data & Analytics projects in record time and with ease\\nData Catalog\\nNew\\nMore than 50 connectors for all your data sources\\nLakehouse Manager\\nNew\\nUnified data warehouse and data lake storage, based on Apache Iceberg\\nData Processing Engine\\nNew\\nAutomate the execution and orchestration of your ETL\\/ELT workloads\\nAnalytics Manager\\nNew\\nCreate your dashboards and launch your requests with the Trino engine\\nApplication Services\\nNew\\nSDK and serverless services to deploy your APIs and Data applications\\nControl Center\\nNew\\nMonitor metrics, manage logs and alerts for your environments\\nAI & Machine Learning\\nBack to menu\\nAI & Machine Learning\\nAI & Machine Learning\\nExplore all our AI & Machine learning products\\nAI & Quantum Notebooks\\nLaunch your Jupyter or VS Code notebooks in the cloud, and choose from our native AI or quantum frameworks\\nAI Training\\nTrain your AI models\\nAI Deploy\\nDeploy machine learning models & get your predictions\\nAI Endpoints\\nNew\\nIntegrate generative AI models into your applications easily and securely via standard APIs.\\nOur documentation\\nBrowse our documentation for the AI & Machine Learning range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nQuantum Computing\\nBack to menu\\nQuantum Computing\\nQuantum Computing\\nExplore all our Quantum Computing products\\nQuantum Emulators\\nNew\\nSimulate your quantum algorithms on ready-to-use notebooks\\nQuantum Processing Units (QPU)\\nNew\\nAccess real quantum computers through our Quantum Platform\\nWhat is Quantum computing?\\nLearn more about the next accelerated computing revolution and how to develop today\\u2019s solutions with tomorrow\\u2019s quantum computers\\nIdentity, Security & Operations\\nBack to menu\\nIdentity, Security & Operations\\nIdentity, Security & Operations\\nDiscover all our Identity, Security & Operations products\\nIdentity and Access Management (IAM)\\nSecure your access management and improve your productivity\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nKey Management Service (KMS)\\nSecure your data across all your OVHcloud services from one place\\nSecret Manager\\nProfessionally manage of all your secrets in one place\\nServices Logs\\nMonitor the performance and security of your cloud environment\\nHosted Private Cloud\\nBack to menu\\nHosted Private Cloud\\nVMware\\nBack to menu\\nVMware\\nVMware on OVHcloud\\nDiscover VMware on OVHcloud\\nPublic VCF as a Service\\nNew\\nShared and managed VMware solution, powered by VMware Cloud Foundation\\nManaged VMware vSphere solutions\\nManaged VMware solution for all enterprises\\nSecNumCloud-qualified Managed VMware vSphere\\nANSSI-qualified VMware Trusted Zone solution\\nSolutions\\nCompare VMware solutions\\nSAP on OVHcloud\\nDatacentre extension and migration\\nHybrid and Multi-Cloud Solutions\\nDisaster recovery solutions\\nEuropean Trusted Zone Solutions\\nView all solutions\\nNutanix\\nBack to menu\\nNutanix\\nHosted Private Cloud\\nNC2 on OVHcloud\\nNew\\nNutanix Cloud Clusters (NC2) on OVHcloud\\nNutanix on OVHcloud\\nOur scalable, ready-to-use Nutanix hyperconverged platform (HCI)\\nSecNumCloud-qualified Bare Metal Pod\\nNew\\nNutanix-certified servers available in SecNumCloud-qualified Bare Metal Pod\\nHYCU for OVHcloud\\nSimplify the backup and migration of your Nutanix workloads\\nVeeam Enterprise for all your backups\\nA dedicated Veeam Backup Replication solution for all your backups\\nUse cases\\nMigrate and manage your data\\nDisaster Recovery Plan (DRP)\\nHyperconvergence, savings and ecology\\nDisaster Recovery (DRaaS)\\nSAP HANA\\nBack to menu\\nSAP HANA\\nSAP HANA\\nSAP HANA on Private Cloud\\nThe solution that facilitates your SAP deployments in a sovereign cloud\\nSolutions\\nSAP on OVHcloud\\nOn-Prem Cloud Platform\\nBack to menu\\nOn-Prem Cloud Platform\\nOn-Prem Cloud Platform\\nOn-Prem Cloud Platform (OPCP)\\nOPCP enables you to deploy your services on-premises or at the edge, with complete autonomy and security. Air-gapped by design.\\nInfra as a Service\\nCore infrastructure to build and operate your on-premises cloud\\nPlatform as a Service\\nCloud-native environments and ready-to-use services\\nCloud ready\\nLanding Zone to deploy and manage workloads easily\\nStorage & Backup\\nBack to menu\\nStorage & Backup\\nStorage and backup\\nDiscover all the storage solutions\\nVeeam option for VMware backup\\nThe Veeam Managed Backup solution for backing up your virtual machines\\nZerto option for your VMware Disaster Recovery Plan\\nMulti-site Disaster Recovery Plan solution for your VMware clusters\\nVeeam option for Public VCF as a Service\\nA dedicated Veeam Backup Replication solution for all your backups\\nVeeam Enterprise - Licences\\nA dedicated Veeam Backup Replication solution for all your backups\\nHYCU for OVHcloud\\nSimplify the backup and migration of your Nutanix workloads\\nObject Storage\\nGet S3-compatible unlimited storage on demand\\nCold Archive\\nGet long-term archiving at the best price\\nNetApp - Enterprise File Storage\\nFully managed file storage based on NetApp ONTAP Select\\nUse cases\\nBackup and Disaster Recovery\\nBusiness continuity\\nDisaster Recovery for Managed VMware vSphere\\nDisaster Recovery for Nutanix on OVHcloud\\nNetwork\\nBack to menu\\nNetwork\\nNetwork\\nAdditional IP\\nAssign and move dynamic IP addresses from one service to another\\nOVHcloud Load Balancer\\nBalance your application load across multiple backend servers\\nPrivate Network (vRack)\\nConnect all your OVHcloud services together with an isolated private network\\nOVHcloud Connect\\nConnect your datacentre to OVHcloud\\nCDN Infrastructure\\nA dedicated CDN to complement your OVHcloud products\\nBring Your Own IP (BYOIP)\\nBring your IP addresses and simplify your migration to OVHcloud\\nNetwork Security\\nBack to menu\\nNetwork Security\\nNetwork Security\\nAnti-DDoS infrastructure\\nKeep your infrastructures protected against DDoS attacks\\nDNSSEC\\nProtect your data from DNS cache poisoning\\nSSL Gateway\\nSimplest way to enable security on your webpage. Without any effort!\\nIdentity, Security & Operations\\nBack to menu\\nIdentity, Security & Operations\\nIdentity, Security & Operations\\nIdentity and Access Management (IAM)\\nSecure your access management and enhance your productivity\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nKey Management Service (KMS)\\nSecure your data across all your OVHcloud services from one central place\\nSecret Manager\\nProfessionally manage of all your secrets in one place\\nService Logs\\nMonitor your cloud environment\\u2019s performance and security\\nCompliance and certifications\\nBack to menu\\nCompliance and certifications\\nCompliance and certifications\\nFull list of standards and regulations\\nGDPR\\nCompliance with the General Data Protection Regulation (EU) 2016\\/679\\nSecNumCloud\\nANSSI Security Visa Qualification\\nHDS and healthcare data hosting\\nHosting healthcare data in the UK and across Europe\\nHIPAA and HITECH\\nHosting healthcare data in the US\\nPCI DSS\\nFinancial data hosting\\nISO\\/IEC 27001, 27017 and 27018\\nInformation Security Management\\nISO\\/IEC 27701\\nManaging the security of personal data processing\\nISO 14001\\nManaging environmental impacts\\nISO 50001\\nEnergy management\\nSOC 1, 2 and 3\\nAICPA SSAE 16\\/ISAE 3402 type II attestation and reports\\nEBA and ACPR\\nCompliance for financial services operators in Europe\\nG-Cloud\\nPublic sector cloud service delivery in the UK\\nSolutions\\nBack to menu\\nSolutions\\nUse Cases\\nBack to menu\\nUse Cases\\nUse Cases\\nMigrate to the cloud\\nHybrid cloud & Multi Cloud\\nApp Modernization\\nCloud Native App\\nArtificial Intelligence\\nBig Data Analytics\\nData Management\\nHigh-Performance Workloads\\nLarge Data set storage\\nGrid Computing\\nMove to PaaS\\nBackup and disaster recovery\\nBusiness Continuity\\nTrusted Zone\\nSecNumCloud Environment\\nNetwork Protection\\nCloud Security\\nExtension & Migration Datacenter\\nDatacenter transformation\\nElevate your brand reputation\\nPrioritise financial stability\\nProtect your business against cyberthreats\\nIndustry\\nBack to menu\\nIndustry\\nIndustry\\nPublic Sector\\nA trusted solution for governments and authorities\\nHealthcare\\nThe trusted solution for the healthcare sector\\nFinancial Service\\nOur solutions for financial services operators\\nManufacturing\\nThe trusted cloud solution for European manufacturers\\nSoftware\\/Information Technology\\nSaaS and PaaS solutions from OVHcloud Partner Software Publishers\\nGaming\\nCloud solutions for companies and individuals in the gaming industry\\nBlockchain\\nFree up your blockchain projects with OVHcloud solutions\\nOrganisation Type\\nBack to menu\\nOrganisation Type\\nOrganisation Type\\nEnterprise\\nSolutions for enterprise-level digital transformation\\nSoftware publishers (SaaS\\/PaaS)\\nSaaS and PaaS solutions from OVHcloud Partner Software Publishers\\nSystem Integrator\\nSolutions for integrators, service providers and consulting firms\\nGovernment \\/ Administrations\\nTrusted solutions for governments and authorities\\nStartup\\nSupport solutions for start-ups\\nScaleup\\nSupport solutions for scale-ups\\nTechnology\\nBack to menu\\nTechnology\\nTechnology\\nVeeam\\nProtect your data with Veeam solutions offered by OVHcloud\\nVMware by Broadcom\\nVMware by Broadcom and OVHcloud solutions for all your projects\\nNutanix\\nAccelerate and simplify your hybrid multicloud journey with Nutanix on OVHcloud solution\\nHYCU\\nThe backup solution trusted by Nutanix users\\nSAP\\nOur SAP on OVHcloud solutions for SAP environments hosting in a sovereign cloud\\nNetApp\\nNetApp storage solutions with cost control and high performance\\nNvidia\\nNvidia GPU solutions for accelerating your innovation and AI projects\\nMongoDB\\nMongoDB solutions that simplify data management\\nOpenStack\\nOpenStack solutions integrated with OVHcloud for cloud infrastructure\\nIntel\\nExpert solutions powered by Intel\\u00ae Xeon\\u00ae that accelerate cloud processes\\nAMD\\nTop-of-the-line cloud solutions powered by AMD processors\\nHadoop Cloudera\\nYour 100% managed Cloudera solution with Claranet\\nEcosystem\\nBack to menu\\nEcosystem\\nEcosystem\\nDiscover the OVHcloud partner ecosystem\\nPartner Program\\nAn initiative dedicated to our reseller partners, integrators, administrators and consultants.\\nOpen Trusted Cloud\\nAn ecosystem of labelled SaaS and PaaS solutions, hosted in our open, reversible and reliable cloud\\nStartup Program\\nA support program for startups and scaleups to accelerate their growth\\nOVHcloud Labs\\nThe innovation zone to test our cutting-edge technologies before they are officially launched on the market\\nOur Ecosystem events\\nFind all the events dedicated to our partner ecosystem: webinars, conferences, and more\\nOVHcloud Ecosystem Awards\\nDiscover our OVHcloud Ecosystem awards that rewards our ecosystem leaders of the Year per category\\nTraining & Certification\\nDevelop your expertise with the training and certifications available to OVHcloud Partner Program members.\\nQuick Access\\nFind a partner\\nSign up to the OVHcloud Partner Program\\nSign up to the OVHcloud Startup Program\\nPrice comparison\\nPartner Portal\\nFAQ Partner Program\\nAbout\\nBack to menu\\nAbout\\nAbout\\nWho we are\\nNewsroom\\nGlobal infrastructure\\nOur datacenters\\nOur Local Zones\\nBackbone network\\nJoin the OVHcloud adventure\\nPatent Pledge\\nLegal\\nGDPR - Personal data protection\\nOur commitments\\nInnovation\\nSustainable cloud\\nTrusted cloud\\nInvestor Relations\\nEnvironmental Impact Tracker\\nSummit\\nOpen search bar\\nClose search bar\\nNo result\\nProducts\\nSolutions\\nPartners\\nDocumentation\\nArticles\\nSee all results\\nLimited \\u2018Public Cloud Free Trial\\u2019 special offer applicable to all first-time setup and use of a Public Cloud project. Both new and existing customers can request to use this special offer, provided that they have not already created a Public Cloud project in the past, whether it is still active or not. Special offer available from 30 June 2022, 23:00 BST. The voucher must be activated when the holder creates their first Public Cloud project. The voucher is only valid for the purchase of Public Cloud services provided by OVHcloud, purchased directly from OVHcloud via the website, in all available Public Cloud regions, excluding free offers and free beta testing services. This voucher cannot be used in conjunction with any other current special offers applicable to the services concerned, including the \\u2018Public Cloud Free Trial\\u2019 special offer. The voucher applies to standard, non-discounted public rates (as published on the OVHcloud website). The voucher\\u2019s value is listed in the publicly displayed currency for the market\\/country to which the Public Cloud account with the voucher is attached, excluding taxes, and can only be used to order services in the same currency. The voucher is valid for the purchase of services usually available in the market to which the NIC handle used is linked. The voucher is assigned to a specific natural or legal person who already has an OVHcloud customer account, and is linked to their OVHcloud NIC handle (unique ID). If the natural or legal person has several NICs, the voucher shall be attached to a single NIC. The voucher cannot then be linked to a different NIC handle, and only one voucher may be used. A single natural or legal person can only use one voucher, even if that person has several different NIC handles. In the event that the voucher is used by a NIC handle other than the NIC handle to which the voucher is attached, OVHcloud reserves the right to automatically cancel or terminate the services obtained as a result, without reissuing the voucher and without legal formality or compensation. The use of the voucher is subject to the full acceptance of these conditions, as well as the General and Special Terms and Conditions applicable to the services obtained. These terms and conditions can be viewed at:\\nhttps:\\/\\/www.ovhcloud.com\\/en-gb\\/terms-and-conditions\\/contracts\\/\\n. By way of exception, the amounts issued from this voucher do not form part of the base monthly fee for services used in terms of service levels (SLAs) and associated extra charges \\u2014 i.e. if the voucher holder uses an amount less than or equal to the voucher for a given month, no penalty will be paid for a breach of an SLA in the course of the service, while if the voucher holder uses a higher amount, only the amounts paid above the voucher value will be taken into account in calculating extra charges. The voucher is non-exchangeable, non-refundable, and non-redeemable, even partially. It may not be given away, sold or transferred in any capacity whatsoever to a third party, either free of charge or for a fee (it may not be transferred between separate legal entities of the same group of companies). The voucher can only be used for one Public Cloud project, but can be used in one or more instalments on the project, and can be used in conjunction with another payment method if required, until the balance is used up or the voucher\\u2019s validity period ends. To use this voucher, the holder must have a valid payment method saved in their OVHcloud customer account. Once the voucher has been activated in the holder\\u2019s customer account, it is valid for a period of one (1) month, and is automatically deducted from the bills linked to the Public Cloud project for which the voucher has been activated. The voucher is not replaceable in the event of loss, theft, destruction, end of validity or fraudulent use. Furthermore, in the event of non-compliance with these conditions or of fraudulent use (including one person using multiple vouchers), OVHcloud reserves the right to terminate the subscribed services using the vouchers, and\\/or cancel the vouchers, and the holder will in all cases be liable to pay the full amounts to OVHcloud for the services used, including the voucher amount, without prejudice to any compensation that OVHcloud may claim. Within the limits of what is authorised by the laws in force, OVHcloud\\u2019s responsibility for this special offer is limited to the voucher amount. The vouchers will be created and delivered by the OVH Groupe SA Affiliates companies (537 407 926 RCS Lille M\\u00e9tropole, 2 rue Kellermann, 59100 Roubaix, France), depending on which OVHcloud Groupe company the holder orders the Public Cloud service from using the voucher (this entity is named here as \\u201cOVHcloud\\u201d). For the purposes of these conditions, \\u201cAffiliates\\u201d are any company controlled by OVH Groupe SA, that controls OVH Groupe SA, or with which OVH Groupe SA is jointly controlled by a third party. The concept of control is understood in Article L233-3 of the French Commercial Code, control may be direct or indirect. Furthermore, the \\u201cOVHcloud Groupe\\u201d is defined as OVH Groupe SA and all its Affiliates. French law applies to these conditions, and any dispute that is not resolved through an amicable solution will be subject to the jurisdiction of the French courts.\\nFree trial :\\nCreate your first Public Cloud project and get\\n\\u00a3175\\nfree credit[*].\\nGet started now\\nCloud Databases\\nPublic Cloud\\nCloud Databases\\nCloud Databases\\nChoose from a broad range of database engines. Your data infrastructure is expertly taken care of\\u2014initial setup, backups, scalability, and robust security measures\\u2014so your team can focus on building applications.\\nGet started\\nSee prices\\nNew 3-AZ Region in Milan\\nEnhanced resilience, scalability and security for your workloads\\n\\u2713 Compute, storage, databases and network instances\\u00a0\\n\\u2713 All managed with a 99.99% SLA\\n\\u2713 Minimal latency. Optimal response times.\\nExplore 3-AZ solutions\\nKey features\\nKey features\\nOur range\\nOur range\\nGet started\\nGain a competitive edge using our managed databases\\nResilient and production-ready\\nOpt for a service that offers top-tier availability and security, with storage, compute, and secure network resources, deployed either in a 1-AZ or 3-AZ region. Experience the benefits of both resilience and sustainability.\\nBuilt on open-source technologies\\nData is one of your business\\u2019s key assets. Using popular open-source standards frees you from vendor lock-in, and lets you leverage the best technologies in application building.\\nZero infrastructure concerns\\nLeave database administration (setup, maintenance, scalability, and security) to us and focus on what matters most for your business.\\nIntegrated with our Public Cloud ecosystem\\nChoose and deploy a database service within your Public Cloud project, interconnected with over 60 other cloud services, and manage it using familiar tools like OVHcloud API or CLI.\\nTransparent and flexible pricing\\nTake complete control of your costs by only paying for what you use. Our pricing is simple and predictable. Database usage is billed hourly or monthly.\\nReal-time insights for database performance\\nElevate database performance and resilience with Prometheus-based monitoring. Get real-time insights, automatic alerts, and advanced monitoring.\\nIn short: why choose OVHcloud cloud databases?\\nBecause you want to focus on scaling your application, not fuss over managing infrastructure. OVHcloud's portfolio of fully-managed Databases should cover your data requirements, whilst also relieving you from resilience headaches, technical lock-in, costs burden and compliance worries. Pick the right engine for your project and deploy in seconds.\\nYouTube conditions the playback of its videos on the deposit of tracers in order to offer you targeted advertising based on your browsing.\\nIn order to watch the video, you need to accept the\\u00a0\\nSharing cookies on third-party platforms\\n\\u00a0privacy category in our Privacy Center. You have the option of withdrawing your consent at any time.\\nFor more information,visit\\u00a0\\nthe YouTube cookies policy\\n\\u00a0and the\\u00a0\\nOVHcloud cookies policy\\n\\u00a0.\\nShow Privacy Center\\nOur range of Cloud Databases for\\nMongoDB\\nRun your favorite NoSQL document-oriented database. Get started with Free Tier cluster.\\nDiscover Databases for MongoDB\\nPostgreSQL\\nThe benchmark open-source relational database engine, suited to your needs.\\nDiscover Databases for PostgreSQL\\nMySQL\\nIt is the go-to for transactional and e-commerce database needs.\\nDiscover Databases for MySQL\\nValkey\\nBoost your apps\\u2019 run speed with a high-performance caching solution.\\nDiscover Databases for Valkey\\nCloud-based PostgreSQL Performance Benchmark\\nCloud-based managed databases are a key resource for modernising applications. In this benchmark, BenchANT, a cloud infrastructure expert, compared the prices and performance of OVHcloud\\u2019s instances to those of market leaders like AWS, Azure, and Digital Ocean, specifically focusing on the popular PostgreSQL engine.\\nSee the results here\\nReady to get started?\\nCreate an account and launch your services in minutes\\nGet\\n\\u00a3175\\nin free credit to launch your first Public Cloud project\\nGet started now\\nWhy OVHcloud?\\nOpen and reversible\\nWe provide database solutions compatible with popular open-source engines like PostgreSQL, MySQL, Valkey, Cassandra, as well as industry-standard databases such as MongoDB. We are also active members of several communities, including the Cloud Native Computing Foundation (CNCF), Open Infrastructure Foundation, and Open Invention Network (OIN). All Public Cloud services are accessible via standard cloud computing APIs.\\nPay as you go\\nGet commitment-free cloud resources, and see exactly what you\\u2019re paying for with our clear, upfront billing. Say goodbye to pre-provisioned servers and storage, and to dormant infrastructure\\u2014simply create and remove resources as needed. We only charge you for what you use.\\nSimple and predicable billing\\nYour resources and services are grouped into projects. This means you can segment your uses based on your business needs. A bill is generated for every project at the end of the month, offering clarity and ease of tracking. You can also generate a usage forecast and set up alerts.\\nInnovation for Freedom\\nNo more stressing about being locked into specific technologies or contracts. Easily and confidently predict your bills. Your data is secure, and your infrastructure can scale globally with just a few clicks.\\nCertified and compliant\\nOur cloud infrastructures and services are certified ISO\\/IEC 27001, 27017, 27018, 27701, and SOC 2 Type 2 compliant. These certifications confirm a fully implemented ISMS for mitigating risks and vulnerabilities, alongside a PIMS for handling privacy data.\\nSustainability\\nWe achieve market-leading energy efficiency through industrial innovations such as water cooling for our servers. We also recycle and reuse our electronic components.\\nExplore the potential of the Public Cloud\\nDiscover our comprehensive portfolio of Public Cloud solutions \\u2014 Compute, Storage, Network, AI and much more \\u2014 through an interactive and certification-focused learning experience.\\nGo to e-Learning\\nIntegrated Identity, Data Security and Observability Products\\nIdentity and Access Management (IAM)\\nSecurely manage the identities of your users and applications, as well as their permissions through a single interface for all of your services.\\nDiscover Identity and Access Management (IAM)\\nKey Management Service\\nElevate your security and efficiently manage your encryption keys with OVHcloud\\u2019s Key Management Service (KMS).\\nDiscover Key Management Service (KMS)\\nLogs Data Platform\\nCollect, store and view your logs.\\nDiscover Logs Data Platform\\nYour questions answered\\nWhat is a cloud database?\\nA\\ncloud database\\nis often referred to as \\u201cdatabase as a service\\u201d or a \\u201ccloud database service\\u201d. It is built and accessed through a cloud platform. A cloud database enables enterprises to host databases without buying dedicated hardware. Cloud databases support both relational (\\nMySQL\\n, PostgreSQL) and\\nNoSQL\\n(MongoDB, Caching, Apache Cassandra) databases.\\nWhile users can directly manage their databases, many cloud providers integrate the database engine into virtual machines or servers, delivering it as a managed service. This service from cloud providers gives developers the freedom to build without the burden of managing the software or underlying infrastructure. Cloud providers handle service installations, updates, and maintenance, providing extra benefits such as scalability, high availability, backup, and security. This significantly reduces the burden of complex and time-consuming database administration tasks, previously handled by a database administrator (or DBA). Users can access the database via web interface or vendor-provided API.\\nHow to get personalised support for your project\\nOVHcloud Professional Services can assist you in setting up your DBaaS, or resolving technical issues. Our Data Infrastructure experts offer support packages: one-day options (Basic, Advanced, Custom) and longer-term packages. Dive deep into the OVHcloud product ecosystem; get expert advice on architecture, implementation, performance tuning, and more\\u2014plus personalised support to optimise your service usage.\\nWhy is database as a service useful?\\nManaging and operating databases often demand time and expertise. This is partly because of the number of database engines available on the market: relational,\\nnon-relational\\n, time-series, caching, indexing, key-value, etc. As a result, developers usually take on the responsibility of managing a range of database-related tasks. The lack of database administrator support makes it challenging to fully focus on coding. By removing this burden, Database as a Service lets engineering and development teams prioritise core tasks\\u2014delivering software for business applications.\\nWhy run a database in the cloud?\\nCloud computing\\u2019s financial benefits, such as shifting infrastructure costs from CAPEX to OPEX, are a major factor in its expanding use, particularly for databases. Organisations migrating to the cloud sidestep infrastructure capacity planning and lengthy contracts. Businesses save money by outsourcing their IT tasks to cloud experts. Because applications rely on databases, organisations prioritise cost savings and improved database management. Cloud-based databases help businesses cut IT infrastructure costs and focus on building innovative applications quickly.\\nWhat is the difference between 1-AZ and 3-AZ regions?\\nLearn more about the resilience of deployment modes in our\\ndedicated guide\\n.\\nA\\n1-AZ region\\nuses a single availability zone, connected to one or more datacentres. Although it offers protection against server and driver failures, it could be vulnerable to outages, which potentially impacts access if the hosting datacentre fails.\\u00a0\\nIn comparison, a\\n3-AZ region\\nconsists of 3 independent availability zones, each isolated in terms of power, cooling, and network systems, providing complete fault isolation. This setup ensures service uptime even if an entire availability zone goes down.\\nYou can enjoy peace of mind with\\n99.99%\\navailability SLAs.\\nWhy are open-source databases popular?\\nAn application\\u2019s data model is defined by its databases. Open-source engines offer greater flexibility compared to proprietary database management systems, as developers can avoid being tied to a single vendor\\u2019s technology which might become outdated over time. Open-source databases can help avoid hefty costs and minimise risks by eliminating licensing fees and vendor lock-in.\\nWhich cloud database is best?\\nLike all cloud products, a cloud-based database isn\\u2019t just one offering. There are several cloud databases with different cloud capabilities. The cloud database that works for you will depend entirely on your specific needs. MongoDB is a great option if you need a database that is versatile, scalable, fast, reliable, and easy to manage.\\u00a0 However, if staying within budget is a priority and you need a cloud-based database, MySQL could be a more suitable option. We\\u2019ll soon expand our database offerings to include MySQL and\\nPostgreSQL\\n\\u00a0\\n(relational)\\nand Valkey (in-memory).\\nBack to top\\nTools\\nMy customer account\\nWebmail\\nAPI\\nProcedure\\nMailing lists\\nStatus\\nWhois\\nDomain contact\\nReport abuse (abuse@ovh.net)\\nWHOIS information disclosure request\\nIntellectual property\\nTrademarks\\nSupport\\nHelp centre\\nGuides\\nLearning Centre\\nGlossary\\nCommunity\\nSupport levels\\nContact us\\nOVHcloud Customer Service\\nMonday to Friday, 9am to 6pm\\n+44333 370 0425\\nLocal call rate\\nNews\\nPress\\nBlog\\nSocial networks\\nKeep in touch\\n\\u00a9 Copyright 1999-2026 OVH SAS.\\nTerms & conditions\\nContracts\\nData protection\\nManage my cookies\\nRights and obligations of domain name holders\\nICANN documentation for domain name holders\\nPayments\\nSitemap\\nAbout OVHcloud\\nOVHcloud Careers\\nIn accordance with the 2006\\/112\\/CE Directive, modified on 01\\/01\\/2015, prices incl. VAT may vary according to the customer's country of residence\\n(by default, the prices displayed are inclusive of the UK VAT in force).\\n\"}"
},
"response": {
"status": "false",
"response": "false"
}
}
{
"prompt": {
"label": "resume_data",
"prompt": {
"prompt_id": "7",
"prompt_label": "resume_data",
"content_format": "{\"data\":\"content\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Summarize in English as a bullet-point list with simple words all the information and numerical data provided to you."
},
"content": "{\"data\":\"Open menu\\nWebmail\\nNotifications\\nBack to menu\\nNo pending order\\nNo pending ticket\\nMy customer account\\nBack to menu\\nMy customer account\\nMy bills\\nMy products and services\\nMy payment methods\\nMy orders\\nMy contacts\\nMy support tickets\\nContact Sales\\nSupport\\nBack to menu\\nHelp center\\nSupport Levels\\nProfessional Services\\nCommunities\\nBack to menu\\nOVHcloud Community\\nOVHcloud Blog\\nEvents\\nLearn\\nBack to menu\\nDocumentation\\nTutorials\\nUse cases\\nDeveloper Centre\\nCompliance\\nCase Studies\\nVideos\\nStories\\nTraining\\nUnited Kingdom [\\u00a3]\\nBack to menu\\nEurope\\nDeutschland [\\u20ac]\\nEspa\\u00f1a [\\u20ac]\\nFrance [\\u20ac]\\nIreland [\\u20ac]\\nItalia [\\u20ac]\\nNederland [\\u20ac]\\nPolska [PLN]\\nPortugal [\\u20ac]\\nUnited Kingdom [\\u00a3]\\nAmerica\\nCanada (en) [$]\\nCanada (fr) [$]\\nUnited States [$]\\nAm\\u00e9rica Latina [$]\\nAfrica\\nMaroc [Dhs]\\nS\\u00e9n\\u00e9gal [FCFA]\\nTunisie [DT]\\nOceania\\nAustralia [A$]\\nAsia\\nSingapore [S$]\\nAsia [US$]\\nIndia [\\u20b9]\\nWorld\\nWorld [$]\\nWorld [\\u20ac]\\nOpen login menu\\nWelcome to OVHcloud.\\nLog in to order, manage your products and services, and track your orders.\\nMy customer account\\nWebmail\\nBare Metal & VPS\\nBack to menu\\nBare Metal & VPS\\nDedicated Servers\\nBack to menu\\nDedicated Servers\\nProducts\\nDiscover our dedicated servers\\nRise Servers\\nNew\\nThe most affordable bare-metal servers offered by OVHcloud.\\nAdvance Servers\\nNew\\nVersatile servers for small and medium businesses.\\nGame Servers\\nNew\\nFor video games and streaming platforms.\\nStorage Servers\\nServers for archiving, backup, and distributed storage.\\nScale Servers\\nNew\\nSpecifically designed for complex, high-resilience infrastructures.\\nHigh Grade Servers\\nThe most powerful servers, optimised for critical loads.\\nOperating systems and applications\\nOperating systems and applications adapted to your needs\\nDedicated server availability by region\\nThe availability of our servers in various regions around the world\\nBare Metal Wholesale\\nGet a full rack of Advance, Scale or High Grade servers.\\nUse Cases\\nAZ and resilience\\nGrid computing\\nSAP HANA\\nVirtualisation and containerisation\\nWebsite Business Application\\nHyperconverged Infrastructure\\nSoftware-defined Storage\\nBig Data and Analytics\\nArchiving and Backup\\nAI, Machine Learning & Deep Learning\\nConfidential Computing\\nDatabase\\nGaming\\nHigh Performance Computing\\nEco Dedicated Servers\\nBack to menu\\nEco Dedicated Servers\\nEco Dedicated Servers\\nExplore our Dedicated Servers\\nKimsufi Servers\\nLow-cost servers to get you started\\nSo you Start Servers\\nA range of dedicated servers that are perfect for startups and very small businesses\\nRise Servers\\nNew\\nTried-and-tested Intel and AMD platforms for competitive performance and price\\nOperating systems and distributions\\nFind the versions compatible with your Eco server\\nUse cases\\nWebsite and business application\\nEmail server\\nNew\\nData storage\\nNew\\nVirtual private servers \\u2013 VPS\\nBack to menu\\nVirtual private servers \\u2013 VPS\\nVirtual private servers \\u2013 VPS\\nVPS\\nNew\\nOur new VPS with maximum resources, the best prices, instant scalability, and reinforced security, available in all our regions.\\nDistributions and licences\\nSee all our distributions and licences available on VPS\\nOptions\\nCustomise your VPS with our advanced options\\nHelp\\nUse cases\\nAutomated workflows with n8n\\nNew\\nWordPress multisite platform\\nVideo game server\\nTest server with VPS\\nHosting trading applications on a Forex VPS\\nManaged Bare Metal\\nBack to menu\\nManaged Bare Metal\\nManaged Bare Metal\\nManaged Bare Metal Essentials powered by VMware\\u00ae\\nYour virtual infrastructure managed by OVHcloud\\nStorage and backups\\nBack to menu\\nStorage and backups\\nStorage and backup\\nExplore all our solutions\\nEnterprise File Storage\\nFully managed file storage based on NetApp ONTAP Select\\nHA-NAS\\nCentralised storage or backup space for your file data\\nCloud Disk Array\\nA scalable storage solution based on CEPH technology\\nVeeam Enterprise Plus\\nThe ultimate solution for protecting your data in a way that fits your needs\\nHYCU for OVHcloud\\nSimplify the backup and migration of your Nutanix workloads\\nUse cases\\nData storage for your Linux servers\\nData storage for your virtual machines\\nNetwork\\nBack to menu\\nNetwork\\nNetwork\\nAdditional IP\\nAssign and move dynamic IP addresses from one service to another\\nOVHcloud Load Balancer\\nBalance your application load across multiple backend servers\\nPrivate Network (vRack)\\nConnect all your OVHcloud services together with an isolated private network\\nOVHcloud Link Aggregation\\nGet a redundant, high-bandwith private network\\nOVHcloud Connect\\nConnect your datacentre to OVHcloud\\nPublic Bandwith\\nUpgrade your default guaranteed bandwidth\\nCDN Infrastructure\\nA dedicated CDN to complement your OVHcloud products\\nBring Your Own IP (BYOIP)\\nBring your IP addresses and simplify your migration to OVHcloud\\nNetwork Security\\nBack to menu\\nNetwork Security\\nNetwork Security\\nAnti DDoS infrastructure\\nKeep your infrastructures protected against DDoS attacks\\nGame DDoS Protection\\nProtect your gaming and e-sport business with best-in-class security solution\\nDNSSEC\\nProtect your data from DNS cache poisoning\\nSSL Gateway\\nSimplest way to enable security on your webpage. Without any effort!\\nIdentity, Security & Operations\\nBack to menu\\nIdentity, Security & Operations\\nIdentity, Security & Operations\\nIdentity and Access Management (IAM)\\nSecure your access management and enhance your productivity\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nKey Management Service (KMS)\\nSecure your data across all your OVHcloud services from one central place\\nSecret Manager\\nProfessionally manage of all your secrets in one place\\nService Logs\\nMonitor your cloud environment\\u2019s performance and security\\nBare Metal Pod\\nBack to menu\\nBare Metal Pod\\nBare Metal Pod\\nSecNumCloud-qualified Bare Metal Pod\\nBare Metal performance in a SecNumCloud compliant sovereign environment.\\nUse Cases\\nData sovereignty\\nSecNumCloud-qualified solutions\\nDomain Hosting Email\\nBack to menu\\nDomain Hosting Email\\nDomain name\\nBack to menu\\nDomain name\\nDomain name\\nSearch for your domain name\\nTransfer your domain name to OVHcloud\\nRenew your domain name\\nSearch the secondary market (aftermarket)\\nQuick access\\nDomain name prices\\nWHOIS - Search for domain information\\nDNS server\\nSpecial offers\\nNew\\nWeb Hosting\\nBack to menu\\nWeb Hosting\\nWeb Hosting\\nAll Web packs\\nAdditional databases\\nSSL option\\nCDN option\\nQuick access\\nHow do I create a website?\\nHost your WordPress website\\nCreate your website in 1 click\\nCreate your online store\\nEmail & collaborative solutions\\nBack to menu\\nEmail & collaborative solutions\\nEmail & collaborative solutions\\nAll Email plans\\nAll Exchange plans\\nOffice 365 licences\\nSMS\\nBack to menu\\nSMS\\nSMS\\nSend your Pro text messages\\nPublic Cloud\\nBack to menu\\nPublic Cloud\\nPublic Cloud\\nBack to menu\\nPublic Cloud\\nPublic Cloud\\nDiscover Public Cloud\\nService ecosystem\\nAutomate your setup, propel your business\\nPricing\\nView our simple, accessible pricing\\nPublic Cloud free trial\\nTry out our solutions at no cost\\nSavings Plans\\nNew\\nOpt for a 1 to 36 month subscription and save on your Public Cloud resources.\\nThe advantages of the Public Cloud solution\\nDiscover cloud computing solutions to meet your needs\\nCloud Computing\\nFind out more about this growing practice\\nCertification & compliance\\nExplore how OVHcloud builds trusted solutions\\nTrusted Zones\\nDeploy your critical data in high-security zones\\nAvailability by region\\nExplore our catalogue coverage by region\\nLocal Zones\\nNew\\nDeploy cloud services closer to your users\\nOur documentation\\nRead our guides and tutorials\\nCompute\\nBack to menu\\nCompute\\nCompute\\nExplore all our Compute products\\nVirtual Machine Instances\\nGet versatile instances that can be adapted to suit all your needs.\\nCloud GPU\\nSpeed up your workloads with high-performance GPU instances.\\nMetal Instances\\nCombine the power of Bare Metal with cloud automation\\nOur documentation\\nBrowse our documentation for the Compute range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nLocal Zone\\nNew\\nDeploy cloud services closer to your users\\nStorage\\nBack to menu\\nStorage\\nStorage\\nExplore all our Storage products\\nBlock Storage\\nCreate storage volumes, which can be used as additional disks\\nObject Storage\\nGet S3-compatible unlimited storage on demand\\nCold Archive\\nHighly economical archiving for infrequently accessed data.\\nLocal Zone\\nNew\\nDeploy cloud services closer to your users\\nOur documentation\\nBrowse our documentation for the Storage range\\nNetwork\\nBack to menu\\nNetwork\\nNetwork\\nExplore all our Network products\\nPrivate Network\\nDeploy private networks via the OVHcloud vRack\\nLoad Balancer\\nManage variable traffic by spreading it across multiple resources\\nFloating IP\\nAssign and move your public IP from one service to another\\nGateway\\nManage a single connection point between your private network & internet\\nOur documentation\\nView our documentation for the Network range\\nContainers & Orchestration\\nBack to menu\\nContainers & Orchestration\\nContainers & Orchestration\\nExplore all our Containers & Orchestration products\\nManaged Kubernetes Service\\nOrchestrate your containerised applications with a CNCF-certified Kubernetes cluster\\nLoad Balancer for Managed Kubernetes Service\\nManage variations in activity by distributing traffic across multiple resources\\nManaged Rancher Service\\nNew\\nSimplified and centralised management of your Kubernetes clusters\\nManaged Private Registry\\nManage your images of containers and helmchart on a secure private registry\\nOur documentation\\nView our documentation for the Containers & Orchestration range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nDatabases\\nBack to menu\\nDatabases\\nDatabases\\nExplore all our Databases products\\nMongoDB\\nDocument-oriented NoSQL engine. Try for free with Free Tier\\nMySQL\\nPopular relational database that adapts to your usage\\nPostgreSQL\\nThe top open-source relational database engine\\nValkey\\nSmart in-memory storage\\nOur Documentation\\nView our documentation for the Databases range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nAnalytics\\nBack to menu\\nAnalytics\\nAnalytics\\nExplore all our Analytics products\\nKafka\\nQueueing solution for deploying your event-driven architectures\\nKafka Connect\\nExtension simplifying the ingestion of your sources to Apache Kafka\\nKafka MirrorMaker\\nReplication ensuring high availability for your Kafka clusters\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nOpenSearch\\nA dedicated engine for indexing, searching and analyzing data\\nClickHouse\\nNew\\nUltra-fast data analysis at your fingertips\\nManaged Dashboards\\nGrafana platform for creating dashboards\\nOur documentation\\nView our documentation for the Analytics range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nData Platform\\nNew\\nBack to menu\\nData Platform\\nData Platform\\nBrowse all our Data Platform products\\nDiscover the OVHcloud Data Platform\\nNew\\nCarry out your Data & Analytics projects in record time and with ease\\nData Catalog\\nNew\\nMore than 50 connectors for all your data sources\\nLakehouse Manager\\nNew\\nUnified data warehouse and data lake storage, based on Apache Iceberg\\nData Processing Engine\\nNew\\nAutomate the execution and orchestration of your ETL\\/ELT workloads\\nAnalytics Manager\\nNew\\nCreate your dashboards and launch your requests with the Trino engine\\nApplication Services\\nNew\\nSDK and serverless services to deploy your APIs and Data applications\\nControl Center\\nNew\\nMonitor metrics, manage logs and alerts for your environments\\nAI & Machine Learning\\nBack to menu\\nAI & Machine Learning\\nAI & Machine Learning\\nExplore all our AI & Machine learning products\\nAI & Quantum Notebooks\\nLaunch your Jupyter or VS Code notebooks in the cloud, and choose from our native AI or quantum frameworks\\nAI Training\\nTrain your AI models\\nAI Deploy\\nDeploy machine learning models & get your predictions\\nAI Endpoints\\nNew\\nIntegrate generative AI models into your applications easily and securely via standard APIs.\\nOur documentation\\nBrowse our documentation for the AI & Machine Learning range\\nEn route to PaaS\\nFocus on your applications & become more competitive\\nQuantum Computing\\nBack to menu\\nQuantum Computing\\nQuantum Computing\\nExplore all our Quantum Computing products\\nQuantum Emulators\\nNew\\nSimulate your quantum algorithms on ready-to-use notebooks\\nQuantum Processing Units (QPU)\\nNew\\nAccess real quantum computers through our Quantum Platform\\nWhat is Quantum computing?\\nLearn more about the next accelerated computing revolution and how to develop today\\u2019s solutions with tomorrow\\u2019s quantum computers\\nIdentity, Security & Operations\\nBack to menu\\nIdentity, Security & Operations\\nIdentity, Security & Operations\\nDiscover all our Identity, Security & Operations products\\nIdentity and Access Management (IAM)\\nSecure your access management and improve your productivity\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nKey Management Service (KMS)\\nSecure your data across all your OVHcloud services from one place\\nSecret Manager\\nProfessionally manage of all your secrets in one place\\nServices Logs\\nMonitor the performance and security of your cloud environment\\nHosted Private Cloud\\nBack to menu\\nHosted Private Cloud\\nVMware\\nBack to menu\\nVMware\\nVMware on OVHcloud\\nDiscover VMware on OVHcloud\\nPublic VCF as a Service\\nNew\\nShared and managed VMware solution, powered by VMware Cloud Foundation\\nManaged VMware vSphere solutions\\nManaged VMware solution for all enterprises\\nSecNumCloud-qualified Managed VMware vSphere\\nANSSI-qualified VMware Trusted Zone solution\\nSolutions\\nCompare VMware solutions\\nSAP on OVHcloud\\nDatacentre extension and migration\\nHybrid and Multi-Cloud Solutions\\nDisaster recovery solutions\\nEuropean Trusted Zone Solutions\\nView all solutions\\nNutanix\\nBack to menu\\nNutanix\\nHosted Private Cloud\\nNC2 on OVHcloud\\nNew\\nNutanix Cloud Clusters (NC2) on OVHcloud\\nNutanix on OVHcloud\\nOur scalable, ready-to-use Nutanix hyperconverged platform (HCI)\\nSecNumCloud-qualified Bare Metal Pod\\nNew\\nNutanix-certified servers available in SecNumCloud-qualified Bare Metal Pod\\nHYCU for OVHcloud\\nSimplify the backup and migration of your Nutanix workloads\\nVeeam Enterprise for all your backups\\nA dedicated Veeam Backup Replication solution for all your backups\\nUse cases\\nMigrate and manage your data\\nDisaster Recovery Plan (DRP)\\nHyperconvergence, savings and ecology\\nDisaster Recovery (DRaaS)\\nSAP HANA\\nBack to menu\\nSAP HANA\\nSAP HANA\\nSAP HANA on Private Cloud\\nThe solution that facilitates your SAP deployments in a sovereign cloud\\nSolutions\\nSAP on OVHcloud\\nOn-Prem Cloud Platform\\nBack to menu\\nOn-Prem Cloud Platform\\nOn-Prem Cloud Platform\\nOn-Prem Cloud Platform (OPCP)\\nOPCP enables you to deploy your services on-premises or at the edge, with complete autonomy and security. Air-gapped by design.\\nInfra as a Service\\nCore infrastructure to build and operate your on-premises cloud\\nPlatform as a Service\\nCloud-native environments and ready-to-use services\\nCloud ready\\nLanding Zone to deploy and manage workloads easily\\nStorage & Backup\\nBack to menu\\nStorage & Backup\\nStorage and backup\\nDiscover all the storage solutions\\nVeeam option for VMware backup\\nThe Veeam Managed Backup solution for backing up your virtual machines\\nZerto option for your VMware Disaster Recovery Plan\\nMulti-site Disaster Recovery Plan solution for your VMware clusters\\nVeeam option for Public VCF as a Service\\nA dedicated Veeam Backup Replication solution for all your backups\\nVeeam Enterprise - Licences\\nA dedicated Veeam Backup Replication solution for all your backups\\nHYCU for OVHcloud\\nSimplify the backup and migration of your Nutanix workloads\\nObject Storage\\nGet S3-compatible unlimited storage on demand\\nCold Archive\\nGet long-term archiving at the best price\\nNetApp - Enterprise File Storage\\nFully managed file storage based on NetApp ONTAP Select\\nUse cases\\nBackup and Disaster Recovery\\nBusiness continuity\\nDisaster Recovery for Managed VMware vSphere\\nDisaster Recovery for Nutanix on OVHcloud\\nNetwork\\nBack to menu\\nNetwork\\nNetwork\\nAdditional IP\\nAssign and move dynamic IP addresses from one service to another\\nOVHcloud Load Balancer\\nBalance your application load across multiple backend servers\\nPrivate Network (vRack)\\nConnect all your OVHcloud services together with an isolated private network\\nOVHcloud Connect\\nConnect your datacentre to OVHcloud\\nCDN Infrastructure\\nA dedicated CDN to complement your OVHcloud products\\nBring Your Own IP (BYOIP)\\nBring your IP addresses and simplify your migration to OVHcloud\\nNetwork Security\\nBack to menu\\nNetwork Security\\nNetwork Security\\nAnti-DDoS infrastructure\\nKeep your infrastructures protected against DDoS attacks\\nDNSSEC\\nProtect your data from DNS cache poisoning\\nSSL Gateway\\nSimplest way to enable security on your webpage. Without any effort!\\nIdentity, Security & Operations\\nBack to menu\\nIdentity, Security & Operations\\nIdentity, Security & Operations\\nIdentity and Access Management (IAM)\\nSecure your access management and enhance your productivity\\nLogs Data Platform\\nComplete platform to collect, store and view your logs\\nKey Management Service (KMS)\\nSecure your data across all your OVHcloud services from one central place\\nSecret Manager\\nProfessionally manage of all your secrets in one place\\nService Logs\\nMonitor your cloud environment\\u2019s performance and security\\nCompliance and certifications\\nBack to menu\\nCompliance and certifications\\nCompliance and certifications\\nFull list of standards and regulations\\nGDPR\\nCompliance with the General Data Protection Regulation (EU) 2016\\/679\\nSecNumCloud\\nANSSI Security Visa Qualification\\nHDS and healthcare data hosting\\nHosting healthcare data in the UK and across Europe\\nHIPAA and HITECH\\nHosting healthcare data in the US\\nPCI DSS\\nFinancial data hosting\\nISO\\/IEC 27001, 27017 and 27018\\nInformation Security Management\\nISO\\/IEC 27701\\nManaging the security of personal data processing\\nISO 14001\\nManaging environmental impacts\\nISO 50001\\nEnergy management\\nSOC 1, 2 and 3\\nAICPA SSAE 16\\/ISAE 3402 type II attestation and reports\\nEBA and ACPR\\nCompliance for financial services operators in Europe\\nG-Cloud\\nPublic sector cloud service delivery in the UK\\nSolutions\\nBack to menu\\nSolutions\\nUse Cases\\nBack to menu\\nUse Cases\\nUse Cases\\nMigrate to the cloud\\nHybrid cloud & Multi Cloud\\nApp Modernization\\nCloud Native App\\nArtificial Intelligence\\nBig Data Analytics\\nData Management\\nHigh-Performance Workloads\\nLarge Data set storage\\nGrid Computing\\nMove to PaaS\\nBackup and disaster recovery\\nBusiness Continuity\\nTrusted Zone\\nSecNumCloud Environment\\nNetwork Protection\\nCloud Security\\nExtension & Migration Datacenter\\nDatacenter transformation\\nElevate your brand reputation\\nPrioritise financial stability\\nProtect your business against cyberthreats\\nIndustry\\nBack to menu\\nIndustry\\nIndustry\\nPublic Sector\\nA trusted solution for governments and authorities\\nHealthcare\\nThe trusted solution for the healthcare sector\\nFinancial Service\\nOur solutions for financial services operators\\nManufacturing\\nThe trusted cloud solution for European manufacturers\\nSoftware\\/Information Technology\\nSaaS and PaaS solutions from OVHcloud Partner Software Publishers\\nGaming\\nCloud solutions for companies and individuals in the gaming industry\\nBlockchain\\nFree up your blockchain projects with OVHcloud solutions\\nOrganisation Type\\nBack to menu\\nOrganisation Type\\nOrganisation Type\\nEnterprise\\nSolutions for enterprise-level digital transformation\\nSoftware publishers (SaaS\\/PaaS)\\nSaaS and PaaS solutions from OVHcloud Partner Software Publishers\\nSystem Integrator\\nSolutions for integrators, service providers and consulting firms\\nGovernment \\/ Administrations\\nTrusted solutions for governments and authorities\\nStartup\\nSupport solutions for start-ups\\nScaleup\\nSupport solutions for scale-ups\\nTechnology\\nBack to menu\\nTechnology\\nTechnology\\nVeeam\\nProtect your data with Veeam solutions offered by OVHcloud\\nVMware by Broadcom\\nVMware by Broadcom and OVHcloud solutions for all your projects\\nNutanix\\nAccelerate and simplify your hybrid multicloud journey with Nutanix on OVHcloud solution\\nHYCU\\nThe backup solution trusted by Nutanix users\\nSAP\\nOur SAP on OVHcloud solutions for SAP environments hosting in a sovereign cloud\\nNetApp\\nNetApp storage solutions with cost control and high performance\\nNvidia\\nNvidia GPU solutions for accelerating your innovation and AI projects\\nMongoDB\\nMongoDB solutions that simplify data management\\nOpenStack\\nOpenStack solutions integrated with OVHcloud for cloud infrastructure\\nIntel\\nExpert solutions powered by Intel\\u00ae Xeon\\u00ae that accelerate cloud processes\\nAMD\\nTop-of-the-line cloud solutions powered by AMD processors\\nHadoop Cloudera\\nYour 100% managed Cloudera solution with Claranet\\nEcosystem\\nBack to menu\\nEcosystem\\nEcosystem\\nDiscover the OVHcloud partner ecosystem\\nPartner Program\\nAn initiative dedicated to our reseller partners, integrators, administrators and consultants.\\nOpen Trusted Cloud\\nAn ecosystem of labelled SaaS and PaaS solutions, hosted in our open, reversible and reliable cloud\\nStartup Program\\nA support program for startups and scaleups to accelerate their growth\\nOVHcloud Labs\\nThe innovation zone to test our cutting-edge technologies before they are officially launched on the market\\nOur Ecosystem events\\nFind all the events dedicated to our partner ecosystem: webinars, conferences, and more\\nOVHcloud Ecosystem Awards\\nDiscover our OVHcloud Ecosystem awards that rewards our ecosystem leaders of the Year per category\\nTraining & Certification\\nDevelop your expertise with the training and certifications available to OVHcloud Partner Program members.\\nQuick Access\\nFind a partner\\nSign up to the OVHcloud Partner Program\\nSign up to the OVHcloud Startup Program\\nPrice comparison\\nPartner Portal\\nFAQ Partner Program\\nAbout\\nBack to menu\\nAbout\\nAbout\\nWho we are\\nNewsroom\\nGlobal infrastructure\\nOur datacenters\\nOur Local Zones\\nBackbone network\\nJoin the OVHcloud adventure\\nPatent Pledge\\nLegal\\nGDPR - Personal data protection\\nOur commitments\\nInnovation\\nSustainable cloud\\nTrusted cloud\\nInvestor Relations\\nEnvironmental Impact Tracker\\nSummit\\nOpen search bar\\nClose search bar\\nNo result\\nProducts\\nSolutions\\nPartners\\nDocumentation\\nArticles\\nSee all results\\nLimited \\u2018Public Cloud Free Trial\\u2019 special offer applicable to all first-time setup and use of a Public Cloud project. Both new and existing customers can request to use this special offer, provided that they have not already created a Public Cloud project in the past, whether it is still active or not. Special offer available from 30 June 2022, 23:00 BST. The voucher must be activated when the holder creates their first Public Cloud project. The voucher is only valid for the purchase of Public Cloud services provided by OVHcloud, purchased directly from OVHcloud via the website, in all available Public Cloud regions, excluding free offers and free beta testing services. This voucher cannot be used in conjunction with any other current special offers applicable to the services concerned, including the \\u2018Public Cloud Free Trial\\u2019 special offer. The voucher applies to standard, non-discounted public rates (as published on the OVHcloud website). The voucher\\u2019s value is listed in the publicly displayed currency for the market\\/country to which the Public Cloud account with the voucher is attached, excluding taxes, and can only be used to order services in the same currency. The voucher is valid for the purchase of services usually available in the market to which the NIC handle used is linked. The voucher is assigned to a specific natural or legal person who already has an OVHcloud customer account, and is linked to their OVHcloud NIC handle (unique ID). If the natural or legal person has several NICs, the voucher shall be attached to a single NIC. The voucher cannot then be linked to a different NIC handle, and only one voucher may be used. A single natural or legal person can only use one voucher, even if that person has several different NIC handles. In the event that the voucher is used by a NIC handle other than the NIC handle to which the voucher is attached, OVHcloud reserves the right to automatically cancel or terminate the services obtained as a result, without reissuing the voucher and without legal formality or compensation. The use of the voucher is subject to the full acceptance of these conditions, as well as the General and Special Terms and Conditions applicable to the services obtained. These terms and conditions can be viewed at:\\nhttps:\\/\\/www.ovhcloud.com\\/en-gb\\/terms-and-conditions\\/contracts\\/\\n. By way of exception, the amounts issued from this voucher do not form part of the base monthly fee for services used in terms of service levels (SLAs) and associated extra charges \\u2014 i.e. if the voucher holder uses an amount less than or equal to the voucher for a given month, no penalty will be paid for a breach of an SLA in the course of the service, while if the voucher holder uses a higher amount, only the amounts paid above the voucher value will be taken into account in calculating extra charges. The voucher is non-exchangeable, non-refundable, and non-redeemable, even partially. It may not be given away, sold or transferred in any capacity whatsoever to a third party, either free of charge or for a fee (it may not be transferred between separate legal entities of the same group of companies). The voucher can only be used for one Public Cloud project, but can be used in one or more instalments on the project, and can be used in conjunction with another payment method if required, until the balance is used up or the voucher\\u2019s validity period ends. To use this voucher, the holder must have a valid payment method saved in their OVHcloud customer account. Once the voucher has been activated in the holder\\u2019s customer account, it is valid for a period of one (1) month, and is automatically deducted from the bills linked to the Public Cloud project for which the voucher has been activated. The voucher is not replaceable in the event of loss, theft, destruction, end of validity or fraudulent use. Furthermore, in the event of non-compliance with these conditions or of fraudulent use (including one person using multiple vouchers), OVHcloud reserves the right to terminate the subscribed services using the vouchers, and\\/or cancel the vouchers, and the holder will in all cases be liable to pay the full amounts to OVHcloud for the services used, including the voucher amount, without prejudice to any compensation that OVHcloud may claim. Within the limits of what is authorised by the laws in force, OVHcloud\\u2019s responsibility for this special offer is limited to the voucher amount. The vouchers will be created and delivered by the OVH Groupe SA Affiliates companies (537 407 926 RCS Lille M\\u00e9tropole, 2 rue Kellermann, 59100 Roubaix, France), depending on which OVHcloud Groupe company the holder orders the Public Cloud service from using the voucher (this entity is named here as \\u201cOVHcloud\\u201d). For the purposes of these conditions, \\u201cAffiliates\\u201d are any company controlled by OVH Groupe SA, that controls OVH Groupe SA, or with which OVH Groupe SA is jointly controlled by a third party. The concept of control is understood in Article L233-3 of the French Commercial Code, control may be direct or indirect. Furthermore, the \\u201cOVHcloud Groupe\\u201d is defined as OVH Groupe SA and all its Affiliates. French law applies to these conditions, and any dispute that is not resolved through an amicable solution will be subject to the jurisdiction of the French courts.\\nFree trial :\\nCreate your first Public Cloud project and get\\n\\u00a3175\\nfree credit[*].\\nGet started now\\nCloud Databases\\nPublic Cloud\\nCloud Databases\\nCloud Databases\\nChoose from a broad range of database engines. Your data infrastructure is expertly taken care of\\u2014initial setup, backups, scalability, and robust security measures\\u2014so your team can focus on building applications.\\nGet started\\nSee prices\\nNew 3-AZ Region in Milan\\nEnhanced resilience, scalability and security for your workloads\\n\\u2713 Compute, storage, databases and network instances\\u00a0\\n\\u2713 All managed with a 99.99% SLA\\n\\u2713 Minimal latency. Optimal response times.\\nExplore 3-AZ solutions\\nKey features\\nKey features\\nOur range\\nOur range\\nGet started\\nGain a competitive edge using our managed databases\\nResilient and production-ready\\nOpt for a service that offers top-tier availability and security, with storage, compute, and secure network resources, deployed either in a 1-AZ or 3-AZ region. Experience the benefits of both resilience and sustainability.\\nBuilt on open-source technologies\\nData is one of your business\\u2019s key assets. Using popular open-source standards frees you from vendor lock-in, and lets you leverage the best technologies in application building.\\nZero infrastructure concerns\\nLeave database administration (setup, maintenance, scalability, and security) to us and focus on what matters most for your business.\\nIntegrated with our Public Cloud ecosystem\\nChoose and deploy a database service within your Public Cloud project, interconnected with over 60 other cloud services, and manage it using familiar tools like OVHcloud API or CLI.\\nTransparent and flexible pricing\\nTake complete control of your costs by only paying for what you use. Our pricing is simple and predictable. Database usage is billed hourly or monthly.\\nReal-time insights for database performance\\nElevate database performance and resilience with Prometheus-based monitoring. Get real-time insights, automatic alerts, and advanced monitoring.\\nIn short: why choose OVHcloud cloud databases?\\nBecause you want to focus on scaling your application, not fuss over managing infrastructure. OVHcloud's portfolio of fully-managed Databases should cover your data requirements, whilst also relieving you from resilience headaches, technical lock-in, costs burden and compliance worries. Pick the right engine for your project and deploy in seconds.\\nYouTube conditions the playback of its videos on the deposit of tracers in order to offer you targeted advertising based on your browsing.\\nIn order to watch the video, you need to accept the\\u00a0\\nSharing cookies on third-party platforms\\n\\u00a0privacy category in our Privacy Center. You have the option of withdrawing your consent at any time.\\nFor more information,visit\\u00a0\\nthe YouTube cookies policy\\n\\u00a0and the\\u00a0\\nOVHcloud cookies policy\\n\\u00a0.\\nShow Privacy Center\\nOur range of Cloud Databases for\\nMongoDB\\nRun your favorite NoSQL document-oriented database. Get started with Free Tier cluster.\\nDiscover Databases for MongoDB\\nPostgreSQL\\nThe benchmark open-source relational database engine, suited to your needs.\\nDiscover Databases for PostgreSQL\\nMySQL\\nIt is the go-to for transactional and e-commerce database needs.\\nDiscover Databases for MySQL\\nValkey\\nBoost your apps\\u2019 run speed with a high-performance caching solution.\\nDiscover Databases for Valkey\\nCloud-based PostgreSQL Performance Benchmark\\nCloud-based managed databases are a key resource for modernising applications. In this benchmark, BenchANT, a cloud infrastructure expert, compared the prices and performance of OVHcloud\\u2019s instances to those of market leaders like AWS, Azure, and Digital Ocean, specifically focusing on the popular PostgreSQL engine.\\nSee the results here\\nReady to get started?\\nCreate an account and launch your services in minutes\\nGet\\n\\u00a3175\\nin free credit to launch your first Public Cloud project\\nGet started now\\nWhy OVHcloud?\\nOpen and reversible\\nWe provide database solutions compatible with popular open-source engines like PostgreSQL, MySQL, Valkey, Cassandra, as well as industry-standard databases such as MongoDB. We are also active members of several communities, including the Cloud Native Computing Foundation (CNCF), Open Infrastructure Foundation, and Open Invention Network (OIN). All Public Cloud services are accessible via standard cloud computing APIs.\\nPay as you go\\nGet commitment-free cloud resources, and see exactly what you\\u2019re paying for with our clear, upfront billing. Say goodbye to pre-provisioned servers and storage, and to dormant infrastructure\\u2014simply create and remove resources as needed. We only charge you for what you use.\\nSimple and predicable billing\\nYour resources and services are grouped into projects. This means you can segment your uses based on your business needs. A bill is generated for every project at the end of the month, offering clarity and ease of tracking. You can also generate a usage forecast and set up alerts.\\nInnovation for Freedom\\nNo more stressing about being locked into specific technologies or contracts. Easily and confidently predict your bills. Your data is secure, and your infrastructure can scale globally with just a few clicks.\\nCertified and compliant\\nOur cloud infrastructures and services are certified ISO\\/IEC 27001, 27017, 27018, 27701, and SOC 2 Type 2 compliant. These certifications confirm a fully implemented ISMS for mitigating risks and vulnerabilities, alongside a PIMS for handling privacy data.\\nSustainability\\nWe achieve market-leading energy efficiency through industrial innovations such as water cooling for our servers. We also recycle and reuse our electronic components.\\nExplore the potential of the Public Cloud\\nDiscover our comprehensive portfolio of Public Cloud solutions \\u2014 Compute, Storage, Network, AI and much more \\u2014 through an interactive and certification-focused learning experience.\\nGo to e-Learning\\nIntegrated Identity, Data Security and Observability Products\\nIdentity and Access Management (IAM)\\nSecurely manage the identities of your users and applications, as well as their permissions through a single interface for all of your services.\\nDiscover Identity and Access Management (IAM)\\nKey Management Service\\nElevate your security and efficiently manage your encryption keys with OVHcloud\\u2019s Key Management Service (KMS).\\nDiscover Key Management Service (KMS)\\nLogs Data Platform\\nCollect, store and view your logs.\\nDiscover Logs Data Platform\\nYour questions answered\\nWhat is a cloud database?\\nA\\ncloud database\\nis often referred to as \\u201cdatabase as a service\\u201d or a \\u201ccloud database service\\u201d. It is built and accessed through a cloud platform. A cloud database enables enterprises to host databases without buying dedicated hardware. Cloud databases support both relational (\\nMySQL\\n, PostgreSQL) and\\nNoSQL\\n(MongoDB, Caching, Apache Cassandra) databases.\\nWhile users can directly manage their databases, many cloud providers integrate the database engine into virtual machines or servers, delivering it as a managed service. This service from cloud providers gives developers the freedom to build without the burden of managing the software or underlying infrastructure. Cloud providers handle service installations, updates, and maintenance, providing extra benefits such as scalability, high availability, backup, and security. This significantly reduces the burden of complex and time-consuming database administration tasks, previously handled by a database administrator (or DBA). Users can access the database via web interface or vendor-provided API.\\nHow to get personalised support for your project\\nOVHcloud Professional Services can assist you in setting up your DBaaS, or resolving technical issues. Our Data Infrastructure experts offer support packages: one-day options (Basic, Advanced, Custom) and longer-term packages. Dive deep into the OVHcloud product ecosystem; get expert advice on architecture, implementation, performance tuning, and more\\u2014plus personalised support to optimise your service usage.\\nWhy is database as a service useful?\\nManaging and operating databases often demand time and expertise. This is partly because of the number of database engines available on the market: relational,\\nnon-relational\\n, time-series, caching, indexing, key-value, etc. As a result, developers usually take on the responsibility of managing a range of database-related tasks. The lack of database administrator support makes it challenging to fully focus on coding. By removing this burden, Database as a Service lets engineering and development teams prioritise core tasks\\u2014delivering software for business applications.\\nWhy run a database in the cloud?\\nCloud computing\\u2019s financial benefits, such as shifting infrastructure costs from CAPEX to OPEX, are a major factor in its expanding use, particularly for databases. Organisations migrating to the cloud sidestep infrastructure capacity planning and lengthy contracts. Businesses save money by outsourcing their IT tasks to cloud experts. Because applications rely on databases, organisations prioritise cost savings and improved database management. Cloud-based databases help businesses cut IT infrastructure costs and focus on building innovative applications quickly.\\nWhat is the difference between 1-AZ and 3-AZ regions?\\nLearn more about the resilience of deployment modes in our\\ndedicated guide\\n.\\nA\\n1-AZ region\\nuses a single availability zone, connected to one or more datacentres. Although it offers protection against server and driver failures, it could be vulnerable to outages, which potentially impacts access if the hosting datacentre fails.\\u00a0\\nIn comparison, a\\n3-AZ region\\nconsists of 3 independent availability zones, each isolated in terms of power, cooling, and network systems, providing complete fault isolation. This setup ensures service uptime even if an entire availability zone goes down.\\nYou can enjoy peace of mind with\\n99.99%\\navailability SLAs.\\nWhy are open-source databases popular?\\nAn application\\u2019s data model is defined by its databases. Open-source engines offer greater flexibility compared to proprietary database management systems, as developers can avoid being tied to a single vendor\\u2019s technology which might become outdated over time. Open-source databases can help avoid hefty costs and minimise risks by eliminating licensing fees and vendor lock-in.\\nWhich cloud database is best?\\nLike all cloud products, a cloud-based database isn\\u2019t just one offering. There are several cloud databases with different cloud capabilities. The cloud database that works for you will depend entirely on your specific needs. MongoDB is a great option if you need a database that is versatile, scalable, fast, reliable, and easy to manage.\\u00a0 However, if staying within budget is a priority and you need a cloud-based database, MySQL could be a more suitable option. We\\u2019ll soon expand our database offerings to include MySQL and\\nPostgreSQL\\n\\u00a0\\n(relational)\\nand Valkey (in-memory).\\nBack to top\\nTools\\nMy customer account\\nWebmail\\nAPI\\nProcedure\\nMailing lists\\nStatus\\nWhois\\nDomain contact\\nReport abuse (abuse@ovh.net)\\nWHOIS information disclosure request\\nIntellectual property\\nTrademarks\\nSupport\\nHelp centre\\nGuides\\nLearning Centre\\nGlossary\\nCommunity\\nSupport levels\\nContact us\\nOVHcloud Customer Service\\nMonday to Friday, 9am to 6pm\\n+44333 370 0425\\nLocal call rate\\nNews\\nPress\\nBlog\\nSocial networks\\nKeep in touch\\n\\u00a9 Copyright 1999-2026 OVH SAS.\\nTerms & conditions\\nContracts\\nData protection\\nManage my cookies\\nRights and obligations of domain name holders\\nICANN documentation for domain name holders\\nPayments\\nSitemap\\nAbout OVHcloud\\nOVHcloud Careers\\nIn accordance with the 2006\\/112\\/CE Directive, modified on 01\\/01\\/2015, prices incl. VAT may vary according to the customer's country of residence\\n(by default, the prices displayed are inclusive of the UK VAT in force).\\n\"}"
},
"response": {
"status": "ok",
"response": [
"OVHcloud offers a range of services including:",
"\t*Web hosting",
"\t*Domain names",
"\t*Email solutions",
"\t*Bare Metal & VPS",
"\t*Public Cloud",
"\t*Storage and Backups",
"\t*Networking",
"\t*Security Solutions",
"\t*Databases",
"\t*AI & Machine Learning",
"They have various server options like Rise, Advance, Game, Storage, Scale, and High Grade Servers.",
"They also provide Eco Dedicated Servers including Kimsufi and So you Start Servers.",
"They offer Virtual Private Servers (VPS) with different distributions and options.",
"OVHcloud has a Public Cloud free trial offer: £175 free credit for first-time users.",
"OVHcloud has introduced a New 3-AZ (Availability Zone) Region in Milan that provides enhanced resilience, scalability and security.",
"OVHcloud has many certifications and complies with standards like GDPR, SecNumCloud, HDS, HIPAA, PCI DSS, ISO/IEC 27001, 27017, 27018, 27701, ISO 14001, ISO 50001, SOC 1, 2 and 3, EBA and ACPR, G-Cloud.",
"OVHcloud provide OVHcloud Customer Service Monday to Friday, 9am to 6pm +44333 370 0425"
]
}
}
{
"prompt": {
"label": "kw_semantic",
"prompt": {
"prompt_id": "10",
"prompt_label": "kw_semantic",
"content_format": "{\"data\":[\"list_1\"],[\"list_2\"], etc...}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "We will provide you with data, and you must extract the most important semantic keywords.",
"model": "claude-sonnet-4-5-20250929",
"max_tokens": 4096,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"list_1\"],[\"list_2\"], etc...} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} We will provide you with data, and you must extract the most important semantic keywords."
},
"content": "{\"data\":[\"Managed cloud database services simplify database management by handling technical complexities, letting businesses focus on data use.\",\"These services automate maintenance, security patches and upgrades, ensuring databases are up-to-date and secure.\",\"They streamline backup and recovery, with automated backups and point-in-time recovery to minimise data loss and downtime.\",\"Managed cloud databases free up IT resources, allowing staff to focus on innovation and business value.\",\"Development teams can concentrate on application development, accelerating development cycles and improving productivity.\",\"They reduce administrative overhead by managing capacity planning, licensing, upgrades and regulatory compliance (e.g., GDPR).\",\"These solutions are cost-effective, with pay-as-you-go pricing models that eliminate the need to provision for peak capacity.\",\"Companies may reduce infrastructure costs by 30-40% by using cloud solutions, and 94% of IT professionals report reduced startup costs.\",\"Managed cloud databases enhance reliability with built-in failover mechanisms and high availability.\",\"Security is improved through data encryption, access controls, and compliance with standards like ISO\\/IEC 27001 and SOC 2 Type 2; 48% of businesses store sensitive data on cloud servers with advanced security.\",\"They include performance monitoring tools with real-time insights into query times and resource utilisation, as well as proactive issue detection systems.\",\"OVHcloud offers managed databases for MongoDB, PostgreSQL, MySQL, Valkey, and Cassandra, with a Public Cloud Free Trial offering new users \\u00a3175 credit.\",\"OVHcloud provides 3-AZ regions with 99.99% SLA availability.\",\"By 2025, 200 ZB of data is expected to be stored in the cloud.\",\"The Isidore Group offers IT and cloud-based solutions.\",\"Sales: 844-648-1887\",\"Support: 630-884-8840\",\"Offices are located in Chicago, Naperville, Aurora, Burr Ridge and Schaumburg\",\"Cloud databases are predicted to host over 95% of new digital workloads by 2025 (Gartner estimate).\",\"Sebastian Abbinanti (President of The Isidore Group) mentions the unmatched flexibility and scalability of cloud databases.\",\"Cloud databases involve storing data on cloud servers instead of on-premises hardware.\",\"Two types of cloud databases:\",\"Relational (RDBMS) which uses tables and SQL.\",\"Non-relational (NoSQL) which uses documents, graphs or key-value pairs.\",\"Key advantages of Cloud Databases:\",\"Cost-Effective: 94% of IT bods reckon cloud computing cuts startup costs (OpsRamp survey); McKinsey & Company reckons firms can slash infrastructure costs by 30-40% when adopting cloud databases.\",\"Scalability and Flexibility: Easy scaling up or down as needed.\",\"Security and Compliance: 48% of businesses store sensitive data on cloud servers; cloud providers use encryption, multi-factor authentication and comply with international standards.\",\"Automatic Backups and Disaster Recovery: Data is backed up regularly and stored in multiple locations.\",\"Enhanced Performance: High-performance hardware and load balancing.\",\"Simplified Maintenance: Automated updates, patches and fixes.\",\"Important security measures include:\",\"Encryption both when stored and during transfer.\",\"Role-based access control (RBAC).\",\"Multi-Factor Authentication (MFA).\",\"Regular backups.\",\"Compliance with regulations like GDPR, HIPAA or PCI-DSS.\",\"The Isidore Group offers 24\\/7\\/365 IT support.\",\"Offices located at:\",\"205 N. Michigan Avenue, Suite 810 Chicago, IL 60601, United States\",\"114 Shore Drive Burr Ridge, IL 60527, United States\",\"Article discusses scalable data storage using cloud-based databases.\",\"Traditional on-premise databases are becoming insufficient for modern data demands.\",\"Cloud databases offer scalability, flexibility and are cost-effective.\",\"Cloud databases are hosted on cloud infrastructure and accessible over the internet.\",\"They offer on-demand resource provisioning and scaling.\",\"Cloud databases use a pay-as-you-go model, unlike on-premise databases which require upfront investment.\",\"Key feature: Horizontal scaling involves distributing database load across multiple servers.\",\"Key feature: Auto-scaling automatically adjusts database capacity based on workload.\",\"Key feature: Data partitioning (sharding) divides large databases into smaller parts on separate servers.\",\"Examples of cloud database services:\",\"\\t-Amazon Web Services (AWS) provides Amazon Aurora (MySQL and PostgreSQL-compatible).\",\"\\t-Microsoft Azure offers Cosmos DB (multi-model, globally distributed).\",\"\\t-Google Cloud's Spanner (globally distributed, strongly consistent).\",\"Choosing a service depends on data nature, scalability needs and use case.\",\"Migrating to the cloud requires planning for data integrity and compatibility; tools like AWS DMS can help.\",\"Data security in the cloud requires encryption, access controls and audits.\",\"Netflix uses Amazon DynamoDB for scalability.\",\"Challenges include optimising queries for distributed architectures and managing globally distributed databases.\",\"Best practices include query optimisation, indexing and regular performance monitoring.\",\"Article by Afreen Khalfe, published December 19, 2023.\",\"They support various workloads with relational databases (3-5x faster throughput), purpose-built databases (microsecond latency), and vector database capabilities.\",\"Serverless options are available for instant scaling.\",\"Security features include encryption, network isolation, and authentication.\",\"Data is automatically replicated across multiple Availability Zones for high reliability.\",\"Benefits include:\",\"\\t-Powering generative AI apps.\",\"\\t-Security and resilience (up to 99.999% availability).\",\"\\t-Performance at scale (submillisecond to microsecond latency).\",\"\\t-Cost-effectiveness.\",\"\\t-Fully managed services.\",\"\\t-Simplicity of operations.\",\"\\t-Enabling multicloud strategies.\",\"IDC reports show:\",\"Cost optimisation includes:\",\"OVHcloud offers a range of services including:\",\"\\t*Web hosting\",\"\\t*Domain names\",\"\\t*Email solutions\",\"\\t*Bare Metal & VPS\",\"\\t*Public Cloud\",\"\\t*Storage and Backups\",\"\\t*Networking\",\"\\t*Security Solutions\",\"\\t*Databases\",\"\\t*AI & Machine Learning\",\"They have various server options like Rise, Advance, Game, Storage, Scale, and High Grade Servers.\",\"They also provide Eco Dedicated Servers including Kimsufi and So you Start Servers.\",\"They offer Virtual Private Servers (VPS) with different distributions and options.\",\"OVHcloud has a Public Cloud free trial offer: \\u00a3175 free credit for first-time users.\",\"OVHcloud has introduced a New 3-AZ (Availability Zone) Region in Milan that provides enhanced resilience, scalability and security.\",\"OVHcloud has many certifications and complies with standards like GDPR, SecNumCloud, HDS, HIPAA, PCI DSS, ISO\\/IEC 27001, 27017, 27018, 27701, ISO 14001, ISO 50001, SOC 1, 2 and 3, EBA and ACPR, G-Cloud.\",\"OVHcloud provide OVHcloud Customer Service Monday to Friday, 9am to 6pm +44333 370 0425\"]}"
},
"response": {
"status": "ok",
"response": [
"managed cloud database services",
"database management automation",
"security patches and upgrades",
"backup and recovery",
"point-in-time recovery",
"IT resource optimisation",
"application development acceleration",
"administrative overhead reduction",
"capacity planning",
"regulatory compliance",
"GDPR",
"pay-as-you-go pricing",
"cost reduction",
"infrastructure cost savings",
"high availability",
"failover mechanisms",
"data encryption",
"access controls",
"ISO/IEC 27001",
"SOC 2 Type 2",
"performance monitoring",
"query optimisation",
"resource utilisation",
"proactive issue detection",
"OVHcloud",
"MongoDB",
"PostgreSQL",
"MySQL",
"Valkey",
"Cassandra",
"Public Cloud",
"3-AZ regions",
"99.99% SLA",
"cloud data storage",
"scalability",
"flexibility",
"relational databases",
"RDBMS",
"SQL",
"NoSQL",
"non-relational databases",
"horizontal scaling",
"auto-scaling",
"data partitioning",
"sharding",
"Amazon Web Services",
"AWS",
"Amazon Aurora",
"Amazon DynamoDB",
"Microsoft Azure",
"Cosmos DB",
"Google Cloud",
"Spanner",
"cloud migration",
"AWS DMS",
"data integrity",
"encryption at rest",
"encryption in transit",
"role-based access control",
"RBAC",
"multi-factor authentication",
"MFA",
"disaster recovery",
"automated backups",
"HIPAA",
"PCI-DSS",
"load balancing",
"serverless databases",
"instant scaling",
"network isolation",
"multi-region replication",
"Availability Zones",
"99.999% availability",
"submillisecond latency",
"microsecond latency",
"generative AI applications",
"vector database capabilities",
"multicloud strategies",
"distributed databases",
"globally distributed databases",
"indexing",
"performance tuning",
"cloud infrastructure",
"on-demand provisioning",
"digital workload hosting",
"SecNumCloud",
"HDS",
"PCI DSS",
"ISO 27017",
"ISO 27018",
"ISO 27701",
"ISO 14001",
"ISO 50001",
"SOC 1",
"SOC 3",
"EBA compliance",
"ACPR",
"G-Cloud"
]
}
}
{
"prompt": {
"label": "is_right_lang",
"prompt": {
"prompt_id": "15",
"prompt_label": "is_right_lang",
"content_format": "{\"data\":\"content\"}",
"success_format": "{\"status\":\"ok\",\"response\":\"true/false\"}",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "We will give you a text, and you must say if the language of the data within the html is in English.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"content\"} Response format in case of success: {\"status\":\"ok\",\"response\":\"true/false\"} Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} We will give you a text, and you must say if the language of the data within the html is in English."
},
"content": "{\"data\":\"<p>In today's digital landscape, businesses are continually searching for robust solutions that can accommodate explosive data growth whilst maintaining rigorous security standards. Managed cloud database services have emerged as a transformative force, addressing these demands by automating complex administrative tasks and freeing organisations to focus on extracting value from their information assets. The promise of seamless expansion, combined with cutting-edge security measures, positions these platforms at the forefront of modern infrastructure strategies.<\\/p><h2>Understanding the Scalability Benefits of Managed Cloud Databases<\\/h2><p>Scalability has become an essential attribute for organisations managing ever-increasing volumes of information. Managed cloud database services empower firms to respond dynamically to fluctuating workloads without the constraints imposed by traditional hardware. This flexibility allows enterprises to concentrate on strategic initiatives rather than worrying about capacity limitations, ultimately enhancing operational agility across diverse industries.<\\/p><h3>How Cloud Infrastructure Enables Seamless Database Growth<\\/h3><p>Cloud infrastructure provides the underlying architecture that supports effortless scaling by leveraging distributed resources across multiple servers and geographic locations. Horizontal scaling distributes database loads evenly across numerous servers, while auto-scaling adjusts capacity automatically in response to demand spikes or troughs. Data partitioning, often referred to as sharding, divides large datasets into smaller fragments hosted on separate machines, ensuring swift access and efficient processing. These features enable organisations to accommodate exponential growth without manual intervention or costly hardware investments. To explore tailored solutions that align with your specific requirements, click here to discover specialised offerings.<\\/p><p>Leading cloud providers have refined their services to deliver exceptional throughput and remarkably low latency, meeting the demands of modern applications that require rapid data access. Relational databases compatible with MySQL and PostgreSQL can achieve throughput rates three to five times faster than conventional setups, whilst non-relational alternatives offer microsecond and submillisecond latency. Serverless options provide instant scaling, allowing applications to expand or contract without pre-provisioning resources. OVHcloud, for instance, offers managed databases for MongoDB, PostgreSQL, MySQL, Valkey, and Cassandra, all supported by three Availability Zone regions that ensure a remarkable ninety-nine point ninety-nine per cent uptime through their service level agreement. With predictions indicating that over ninety-five per cent of new digital workloads will be hosted on cloud platforms, organisations must embrace these capabilities to remain competitive in an increasingly data-centric world.<\\/p><h3>Comparing Traditional Databases with Cloud-Based Scalability Solutions<\\/h3><p>Traditional on-premise databases require significant upfront capital expenditure for hardware, software licences, and physical space. Scaling such systems involves purchasing additional servers and undertaking time-consuming installation and configuration processes, often leading to overprovisioning to accommodate peak demand. In contrast, cloud-based solutions operate on a pay-as-you-go pricing model, allowing businesses to align costs directly with usage and eliminate waste. Research indicates that firms adopting cloud databases can reduce infrastructure expenditure by thirty to forty per cent, whilst ninety-four per cent of IT professionals report decreased startup costs following migration to cloud platforms.<\\/p><p>Beyond cost considerations, the agility offered by cloud-based scalability solutions stands in stark contrast to the rigidity of traditional environments. Cloud platforms enable seamless resource provisioning and scaling through automated mechanisms that respond to real-time workload changes. This operational simplicity frees IT teams from routine capacity planning and maintenance tasks, allowing them to dedicate their expertise to innovation and strategic projects that drive business value. Automated updates, patches, and fixes ensure that databases remain current and secure without manual intervention, whilst built-in failover mechanisms and high availability configurations minimise downtime risks. The combination of cost efficiency, operational flexibility, and reduced administrative overhead renders cloud-based databases an attractive proposition for organisations across all sectors.<\\/p><h2>Strengthening Security Through Managed Database Services<\\/h2><p>Security concerns remain paramount as businesses store increasing volumes of sensitive information on cloud servers. Managed cloud database services address these challenges by integrating robust security measures into their core architecture, ensuring data protection throughout its lifecycle. With nearly half of all organisations now storing sensitive data in cloud environments, the demand for advanced security protocols has never been greater.<\\/p><h3>Built-in Security Features That Protect Your Data<\\/h3><p>Encryption serves as a foundational element of cloud database security, safeguarding information both at rest and during transmission. Data encryption transforms readable information into coded formats that can only be deciphered with the correct keys, rendering intercepted data useless to unauthorised parties. Role-based access control further restricts data access to individuals with appropriate permissions, ensuring that sensitive information remains protected from internal and external threats. Multi-factor authentication adds an additional verification layer, requiring users to provide multiple forms of identification before gaining access to critical systems.<\\/p><p>Automated backups and disaster recovery capabilities provide essential safeguards against data loss, with regular snapshots stored across multiple geographic locations. Point-in-time recovery enables organisations to restore databases to specific moments, minimising the impact of accidental deletions or corruption. Advanced monitoring tools deliver real-time insights into query performance and resource utilisation, whilst proactive issue detection systems alert administrators to potential vulnerabilities before they escalate. Network isolation techniques further enhance security by segmenting cloud environments and limiting exposure to external attacks. Multi-region replication ensures data redundancy and continuity, with availability zones designed to maintain operational integrity even in the event of localised disruptions. These combined measures create a comprehensive security framework that meets the rigorous demands of modern business environments.<\\/p><h3>Compliance and Encryption Standards in Cloud Database Management<\\/h3><p>Regulatory compliance represents a critical concern for organisations operating across diverse jurisdictions and industries. Managed cloud database services alleviate this burden by adhering to internationally recognised standards and certifications, including ISO\\/IEC 27001, SOC 2 Type 2, GDPR, HIPAA, and PCI-DSS. These frameworks establish rigorous requirements for data protection, privacy, and operational security, ensuring that cloud providers maintain the highest standards of governance and accountability.<\\/p><p>OVHcloud exemplifies this commitment to compliance through its extensive portfolio of certifications, encompassing SecNumCloud, HDS, ISO 27017, ISO 27018, ISO 27701, ISO 14001, ISO 50001, SOC 1, SOC 2, SOC 3, EBA, ACPR, and G-Cloud accreditations. Such credentials demonstrate the provider's dedication to meeting stringent regulatory obligations whilst offering clients confidence in their data management practices. Encryption standards employed by leading cloud platforms utilise advanced algorithms that comply with industry best practices, protecting data against evolving cyber threats. Regular audits and assessments ensure ongoing adherence to these standards, providing organisations with transparent visibility into their security posture. By entrusting database management to certified providers, businesses can focus on their core operations whilst maintaining compliance with complex regulatory landscapes. The convergence of robust encryption protocols and comprehensive compliance frameworks positions managed cloud database services as a reliable choice for organisations seeking both scalability and security in their data management strategies.<\\/p>\"}"
},
"response": {
"status": "ok",
"response": "true"
}
}