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pgContext

RAG Frameworks · Open source

Apache-licensed AI search engine built directly into Postgres for semantic retrieval and agent context workflows.

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RAGFlow

RAG Frameworks· ragflow.io

Open source

RAGFlow is an open-source RAG engine with document understanding, hybrid search, and agent orchestration for building production retrieval workflows over complex files.

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Exa

RAG Frameworks· exa.ai

Freemium

AI-native web search, crawling, and research API with MCP support for retrieval and grounding in production agent workflows.

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NoteBrain CLI

RAG Frameworks· github.com

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Local-first CLI that turns Obsidian vaults into an offline semantic-search and knowledge-graph backend for AI coding agents.

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Tavily

RAG Frameworks· tavily.com

Freemium

Search and extraction API for AI agents that need live web context, retrieval, and structured research inputs.

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Shell

Detected in linked setup sources

brew
brew install Evokoa/tap/pgcontext
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