Integrations overview
Integrations connect third-party tools to Astra DB Serverless for data management, machine learning, analytics, and more.
Serverless (Vector) integration guides
Build your generative AI application with these integrations connected to your Serverless (Vector) database:
- Airbyte
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Airbyte can use Astra DB Serverless as a destination for streams and embeddings.
- Cohere
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After embedding text with Cohere’s embedding models, Astra DB Serverless indexes the text to perform similarity searches. Using a portion of the Stanford Question Answering Dataset (SQuAD), set up a Retrieval-Augmented Generation (RAG) pipeline and perform similarity searches.
- Haystack
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Haystack can use Astra DB Serverless to store and retrieve vectors for ML applications.
- LangChain and LangChain.js
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LangChain and LangChain.js can use Astra DB Serverless to store and retrieve vectors for machine learning applications.
- LlamaIndex and LlamaIndex.TS
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LlamaIndex and LlamaIndex.TS can use Astra DB Serverless to store and retrieve vectors for ML applications.
- Semantic Kernel
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The Semantic Kernel integration simplifies the creation of AI agents and uses Astra DB Serverless to store and retrieve vector data.
- Unstructured.io
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The Unstructured.io integration with Astra DB Serverless makes your data LLM-ready for use in RAG pipelines and applications. Unstructured.io provides a no-code platform and cloud service that handles any complex enterprise document type. Unstructured.io then transforms, cleans, and generates embeddings with Astra DB Serverless serving as the vector data store destination.
- Vercel
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Vercel can use Astra DB Serverless to store and retrieve vectors for your front-end applications.
In-product integration guides
In the Astra Portal, select Integrations in the left navigation to see and use the available integrations. Each integration offers an overview, prerequisites, a quickstart procedure, installation, and other recommended integrations.
Explore integrations for a variety of use cases. For users just getting started, explore integrated development environments (IDE), frameworks, and Platform-as-a-Service integrations. For users with a production database in their app stack, consider monitoring, observability, data exploration, analytics tools, and security integrations.
See the following list of integrations organized by category:
Integration | Tags |
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To explore integrations by tags, see the integrations directly in the Astra Portal. |