pathwaycom / serviette
A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
pathwaycom / serviette
run-llama / llama_index
LlamaIndex is the document processing platform for AI
volcengine / OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
VectifyAI / PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
topoteretes / cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
StarTrail-org / LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
neuml / txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
zilliztech / deep-searcher
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
Ontos-AI / knowhere
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
vasu-devs / JustHireMe
Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
doobidoo / mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
pixeltable / pixeltable
The backend agents build with - Multimodal database, orchestration, and serving in one file
Open-Source-Legal / OpenContracts
The open document intelligence platform for builders and hackers - DMS for the agentic world
milvus-io / pymilvus
Python SDK for Milvus Vector Database
ClaudioDrews / memory-os
A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.
qdrant / qdrant-client
Python client for Qdrant vector search engine
kantord / SeaGOAT
local-first semantic code search engine
zilliztech / VectorDBBench
Benchmark for vector databases.
LibreChat-AI / rag-api
ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector
CodeAbra / iai-personal-memory-engine
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
verygoodplugins / automem
Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.
Bessouat40 / RAGLight
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
MaxFreedomPollard / Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
chenkanglin198904 / Personal_External_Brain
Not another ChatGPT wrapper. This is a local-first tool that turns your notes, web pages, PDFs and audio/video into a personal knowledge graph — running entirely on your own machine.
deepmemteam / deepmem
Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.
arnsri33 / embedflow
Zero downtime embedding upgrades
makralabs / makra
Makra is a memory layer between the web and your AI agents. It serves real-time structured data from the open web at the cost of a vector search.