Bring together your AI models, workflows, tools, and data with ease. Contextual AI’s integrations empower your RAG agents to operate smarter and share knowledge seamlessly across popular AI solutions.Documentation Index
Fetch the complete documentation index at: https://docs.contextual.ai/llms.txt
Use this file to discover all available pages before exploring further.
Available Integrations
Chroma
Chroma is an open-source vector database tailored to applications with large language models.- Contextual AI on the Chroma Docs Integration Page
- Multimodal RAG with Chroma and Contextual AI Parser
- Using the Contextual AI Reranker with Chroma
- Natural Language Unit Testing for RAG Systems with Chroma and LMUnit
- Chroma on GitHub
Elastic
Elastic is a distributed vector database and search engine built on top of Apache Lucene- Creating a Contextual AI Endpoint in Elastic
- Elastic and Contextual AI Partnership Announcement
- Elastic on GitHub
Snowflake
Snowflake is a leading cloud-native data platform consisting of a data warehouse, data lake, and suite of data services available as a SaaS.- Contextual AI How-to Guide: Snowflake Native App
- Example Script: Contextual AI Python SDK & Snowflake Native App
- Snowflake and Contextual AI Native App Announcement
- Press Release: Snowflake + Contextual AI
- Contextual AI in the Snowflake Marketplace
- Snowflake Labs on GitHub
Weaviate
Weaviate is a vector database that supports object and vector storage, hybrid search, and highly selective filters.Recipes
- Contextual AI Parser + Weaviate Integration: Use Contextual AI’s Parser with Weaviate to build a RAG application over PDF documents.
- Generative Search with Contextual AI:
Use Contextual AI’s generative model (
v2) with Weaviate for RAG. - Reranking with Contextual AI:
Use Contextual AI’s reranking model (
ctxl-rerank-v2-instruct-multilingual) with Weaviate to improve search result quality.
Weaviate Docs on GitHub
- Contextual AI + Weaviate Integrations
- Contextual AI Generative AI with Weaviate
- Contextual AI Reranker Models with Weaviate