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10 repositories

#vector-database
1

Mintplex-Labs/anything-llm

Sponsor Star Mintplex-Labs / anything-llm The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

JavaScript65K7.2K
#rag#localai#vector-database#llm#ai-agents
2

meilisearch/meilisearch

Star meilisearch / meilisearch A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Rust59K2.7K
#search-engine#typo-tolerance#site-search#database#enterprise-search
3

VectifyAI/PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Python35K3.1K
#agentic-ai#agents#ai#ai-agents#context-engineering
4

topoteretes/cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Python30K3K
#ai#cognitive-architecture#vector-database#ai-agents#graph-database
5

NirDiamant/RAG_Techniques

Sponsor Star NirDiamant / RAG_Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

Jupyter Notebook29K3.6K
#rag#tutorials#langchain#llama-index#llms
6

memvid/memvid

Star memvid / memvid Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

Rust16K1.4K
#ai#context#embedded#faiss#knowledge-base
7

alibaba/zvec

A lightweight, lightning-fast, in-process vector database

C++16K979
#rag#agent-skills#embedded#faiss#hnsw
8

zilliztech/claude-context

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

TypeScript12K914
#agent#agentic-rag#ai-coding#code-search#cursor
9

paradedb/paradedb

Sponsor Star paradedb / paradedb Simple, Elastic-quality search for Postgres

Rust9.2K437
#sparse-vector#hybrid-search#bm25#full-text-search#analytics
10

kothapavan1998/deeprecall

Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.

Python93
#ai-agents#chromadb#langchain#llamaindex#milvus

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