vector-database topic

Open-source search and retrieval database for AI applications.

chroma-core

A repository that showcases the native VECTOR type in Azure SQL Database to perform embeddings and RAG with Azure OpenAI.

marcominerva

Context retrieval for AI agents across apps and databases

airweave-ai

Semantic Search on Wikipedia with Upstash Vector

upstash

Stop paying for AI APIs during development. LocalCloud runs everything locally - GPT-level models, databases, all free.

localcloud-sh

MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）

volcengine

RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

yichuan-w

RAG boilerplate with semantic/propositional chunking, hybrid search (BM25 + dense), LLM reranking, query enhancement agents, CrewAI orchestration, Qdrant vector search, Redis/Mongo sessioning, Celery...

mburaksayici

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 connec...

Bessouat40

Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.

shotit