From 99651cca99f26ff863c5389acde1bbe5667b27af Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Fri, 12 Apr 2024 13:07:09 -0400 Subject: [PATCH 01/12] Create azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 website/docs/ecosystem/azure_cosmos_db.md diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md new file mode 100644 index 00000000000..80f1f288ceb --- /dev/null +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -0,0 +1,9 @@ +# Azure Cosmos DB + +> "OpenAI relies on Cosmos DB to dynamically scale their ChatGPT service – one of the fastest-growing consumer apps ever – enabling high reliability and low maintenance." +> – Satya Nadella, Microsoft chairman and chief executive officer + +[Azure Cosmos DB](https://learn.microsoft.com/en-us/azure/cosmos-db/introduction) is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by [SLA](https://azure.microsoft.com/support/legal/sla/cosmos-db). Azure Cosmos DB simplifies and expedites your application development by being the single database for your operational data needs, from caching to backup to vector search. It provides the data infrastructure for modern applications like AI, digital commerce, Internet of Things, and booking management. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. + +- [Try Azure Cosmos DB free](https://learn.microsoft.com/en-us/azure/cosmos-db/try-free) +- [Use Azure Cosmos DB lifetime free tier](https://learn.microsoft.com/en-us/azure/cosmos-db/free-tier) From b8d7c020a6da071a37e13ad19df3695cf3a522d8 Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Thu, 25 Apr 2024 18:12:14 -0400 Subject: [PATCH 02/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index 80f1f288ceb..dfd1f7b929c 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -3,7 +3,9 @@ > "OpenAI relies on Cosmos DB to dynamically scale their ChatGPT service – one of the fastest-growing consumer apps ever – enabling high reliability and low maintenance." > – Satya Nadella, Microsoft chairman and chief executive officer -[Azure Cosmos DB](https://learn.microsoft.com/en-us/azure/cosmos-db/introduction) is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by [SLA](https://azure.microsoft.com/support/legal/sla/cosmos-db). Azure Cosmos DB simplifies and expedites your application development by being the single database for your operational data needs, from caching to backup to vector search. It provides the data infrastructure for modern applications like AI, digital commerce, Internet of Things, and booking management. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. +[Azure Cosmos DB](https://learn.microsoft.com/en-us/azure/cosmos-db/introduction) is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by [SLA](https://azure.microsoft.com/support/legal/sla/cosmos-db). + +Azure Cosmos DB simplifies and expedites your application development by being the single database for your operational data needs, from caching to backup to vector search. Within AutoGen, it services as the unitary database service for [caching](../topics/llm-caching.md), logging, RAG, and other workflows. Many other organizations rely on it as the data infrastructure for a [variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases) like AI, digital commerce, Internet of Things, and booking management. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. - [Try Azure Cosmos DB free](https://learn.microsoft.com/en-us/azure/cosmos-db/try-free) - [Use Azure Cosmos DB lifetime free tier](https://learn.microsoft.com/en-us/azure/cosmos-db/free-tier) From b5337410734e36d105df23b9f951f59843d6fc6d Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Sat, 27 Apr 2024 18:04:38 -0400 Subject: [PATCH 03/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index dfd1f7b929c..8db1286cd83 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -5,7 +5,9 @@ [Azure Cosmos DB](https://learn.microsoft.com/en-us/azure/cosmos-db/introduction) is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by [SLA](https://azure.microsoft.com/support/legal/sla/cosmos-db). -Azure Cosmos DB simplifies and expedites your application development by being the single database for your operational data needs, from caching to backup to vector search. Within AutoGen, it services as the unitary database service for [caching](../topics/llm-caching.md), logging, RAG, and other workflows. Many other organizations rely on it as the data infrastructure for a [variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases) like AI, digital commerce, Internet of Things, and booking management. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. +Your can simplify your application development by using this single database service for all your operational data needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to backup to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). You can see how this is done within AutoGen. + +Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. - [Try Azure Cosmos DB free](https://learn.microsoft.com/en-us/azure/cosmos-db/try-free) - [Use Azure Cosmos DB lifetime free tier](https://learn.microsoft.com/en-us/azure/cosmos-db/free-tier) From f3dfb668efef3168f90f878910e44fca9865600a Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Sun, 28 Apr 2024 22:01:57 -0400 Subject: [PATCH 04/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index 8db1286cd83..06246ade468 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -5,7 +5,11 @@ [Azure Cosmos DB](https://learn.microsoft.com/en-us/azure/cosmos-db/introduction) is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by [SLA](https://azure.microsoft.com/support/legal/sla/cosmos-db). -Your can simplify your application development by using this single database service for all your operational data needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to backup to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). You can see how this is done within AutoGen. +Your can simplify your application development by using this single database service for all your operational data needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to backup to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). + +You can see how this is done within AutoGen: +- [Caching](../topics/llm-caching) +- [Logging](../../../notebook/agentchat_logging.ipynb) Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. From a7618df5e2ad1540303aaca22bb1d9634238de7a Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Sun, 28 Apr 2024 22:03:20 -0400 Subject: [PATCH 05/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index 06246ade468..eea3f8113ac 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -8,7 +8,7 @@ Your can simplify your application development by using this single database service for all your operational data needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to backup to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). You can see how this is done within AutoGen: -- [Caching](../topics/llm-caching) +- [Caching](../topics/llm-caching.md) - [Logging](../../../notebook/agentchat_logging.ipynb) Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. From 79baed6827836f5fa2bd0d841cf5cb1d78f08aa2 Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Sun, 28 Apr 2024 22:05:27 -0400 Subject: [PATCH 06/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 1 + 1 file changed, 1 insertion(+) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index eea3f8113ac..f44fe706f22 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -10,6 +10,7 @@ Your can simplify your application development by using this single database ser You can see how this is done within AutoGen: - [Caching](../topics/llm-caching.md) - [Logging](../../../notebook/agentchat_logging.ipynb) +- Retrieval Augmentation coming soon Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. From b1412fc3ece7025b55163d5080d615eeb50cbdca Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Mon, 29 Apr 2024 20:05:18 -0400 Subject: [PATCH 07/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index f44fe706f22..4abdf8bf930 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -10,7 +10,7 @@ Your can simplify your application development by using this single database ser You can see how this is done within AutoGen: - [Caching](../topics/llm-caching.md) - [Logging](../../../notebook/agentchat_logging.ipynb) -- Retrieval Augmentation coming soon +- Retrieval Augmentation coming soon; tune into the annoucement of the world's first serverless integrated vector database during Microsoft Build 2024 Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. From 682f6592572e44f1370f81c9e068a048e61b4d77 Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Mon, 29 Apr 2024 20:06:44 -0400 Subject: [PATCH 08/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index 4abdf8bf930..f44fe706f22 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -10,7 +10,7 @@ Your can simplify your application development by using this single database ser You can see how this is done within AutoGen: - [Caching](../topics/llm-caching.md) - [Logging](../../../notebook/agentchat_logging.ipynb) -- Retrieval Augmentation coming soon; tune into the annoucement of the world's first serverless integrated vector database during Microsoft Build 2024 +- Retrieval Augmentation coming soon Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. From b7668630b19a7f6991451edffd71c75fe17c2a5b Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Wed, 1 May 2024 18:24:24 -0400 Subject: [PATCH 09/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index f44fe706f22..dba48857cc0 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -1,5 +1,7 @@ # Azure Cosmos DB +![Azure Cosmos DB Example](img/ecosystem-cosmos.png) + > "OpenAI relies on Cosmos DB to dynamically scale their ChatGPT service – one of the fastest-growing consumer apps ever – enabling high reliability and low maintenance." > – Satya Nadella, Microsoft chairman and chief executive officer From 8fa1755ec74fcc3497bc949a654fba5271a7a10c Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Wed, 1 May 2024 18:26:11 -0400 Subject: [PATCH 10/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index dba48857cc0..f44fe706f22 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -1,7 +1,5 @@ # Azure Cosmos DB -![Azure Cosmos DB Example](img/ecosystem-cosmos.png) - > "OpenAI relies on Cosmos DB to dynamically scale their ChatGPT service – one of the fastest-growing consumer apps ever – enabling high reliability and low maintenance." > – Satya Nadella, Microsoft chairman and chief executive officer From a4b8aee4a391c86650b2cee0e744c46af76d17b4 Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Wed, 26 Jun 2024 23:21:42 -0400 Subject: [PATCH 11/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index f44fe706f22..85daa2c32fd 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -7,10 +7,7 @@ Your can simplify your application development by using this single database service for all your operational data needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to backup to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). -You can see how this is done within AutoGen: -- [Caching](../topics/llm-caching.md) -- [Logging](../../../notebook/agentchat_logging.ipynb) -- Retrieval Augmentation coming soon +Learn more about Azure Cosmos DB in [AI agents](). Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. From 1f857fceef3d5cac7d69734da282ce0e8bc7a5af Mon Sep 17 00:00:00 2001 From: William W Wang <107702013+wmwxwa@users.noreply.github.com> Date: Thu, 27 Jun 2024 19:23:21 -0400 Subject: [PATCH 12/12] Update azure_cosmos_db.md --- website/docs/ecosystem/azure_cosmos_db.md | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/website/docs/ecosystem/azure_cosmos_db.md b/website/docs/ecosystem/azure_cosmos_db.md index 85daa2c32fd..1ec29e40d77 100644 --- a/website/docs/ecosystem/azure_cosmos_db.md +++ b/website/docs/ecosystem/azure_cosmos_db.md @@ -3,13 +3,11 @@ > "OpenAI relies on Cosmos DB to dynamically scale their ChatGPT service – one of the fastest-growing consumer apps ever – enabling high reliability and low maintenance." > – Satya Nadella, Microsoft chairman and chief executive officer -[Azure Cosmos DB](https://learn.microsoft.com/en-us/azure/cosmos-db/introduction) is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by [SLA](https://azure.microsoft.com/support/legal/sla/cosmos-db). +Azure Cosmos DB is a fully managed [NoSQL](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-nosql), [relational](https://learn.microsoft.com/en-us/azure/cosmos-db/distributed-relational), and [vector database](https://learn.microsoft.com/azure/cosmos-db/vector-database). It offers single-digit millisecond response times, automatic and instant scalability, along with guaranteed speed at any scale. Your business continuity is assured with up to 99.999% availability backed by SLA. -Your can simplify your application development by using this single database service for all your operational data needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to backup to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). +Your can simplify your application development by using this single database service for all your AI agent memory system needs, from [geo-replicated distributed cache](https://medium.com/@marcodesanctis2/using-azure-cosmos-db-as-your-persistent-geo-replicated-distributed-cache-b381ad80f8a0) to tracing/logging to [vector database](https://learn.microsoft.com/en-us/azure/cosmos-db/vector-database). -Learn more about Azure Cosmos DB in [AI agents](). - -Many other organizations rely on Azure Cosmos DB as the data infrastructure for [a variety of scenarios](https://learn.microsoft.com/en-us/azure/cosmos-db/use-cases), including retail and marketing, IoT and telematics, gaming, social, and personalization. Its various [APIs](https://learn.microsoft.com/en-us/azure/cosmos-db/choose-api) allow you to keep all your operational data models, including relational, document, vector, key-value, graph, and table, in one database service. +Learn more about how Azure Cosmos DB enhances the performance of your [AI agents](https://learn.microsoft.com/en-us/azure/cosmos-db/ai-agents). - [Try Azure Cosmos DB free](https://learn.microsoft.com/en-us/azure/cosmos-db/try-free) - [Use Azure Cosmos DB lifetime free tier](https://learn.microsoft.com/en-us/azure/cosmos-db/free-tier)