Datris

AI agent-native data platform for ingesting, validating, transforming, querying, and searching data across PostgreSQL, MongoDB, and vector databases.

Datris is a self-hosted, open-source data platform that enables AI agents to operate data pipelines through native MCP integration. Agents can register pipelines, upload files, trigger processing, monitor jobs, profile data, run semantic searches across five vector databases (Qdrant, Weaviate, Milvus, Chroma, pgvector), and query PostgreSQL and MongoDB. The platform supports configuration-driven pipelines with AI-powered data quality validation, natural language transformations, and a full RAG pipeline for document extraction, chunking, embedding, and retrieval.