Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Retrieval-augmented generation, document Q&A, knowledge graphs and memory systems.
Signals: rag, retrieval-augmented-generation, llamaindex, knowledge-graph, question-answering, chat-with-documents, graphrag, memory
501 results
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
A TypeScript sample app for the Retrieval Augmented Generation pattern running on Azure, using Azure AI Search for retrieval and Azure OpenAI and LangChain large language models (LLMs) to power ChatGPT-style and Q&A experiences.
A managed RAG API server.
Supabase Auth + AI Stack for Next.js 16 with SSR and React Server Components (RSC), Welcome to a production-ready template combining Supabase SSR authentication with AI capabilities: document chat (RAG), web search, and multiple LLM support. Features include secure file storage, vector search (pgvector), and persistent chat history.
A unifying framework for biomedical research knowledge graphs
Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
Analysis, Comparison, Trends, Rankings of Open Source Software, you can also get insight from more than 10 billion with natural language (powered by LLM). Follow us on Twitter: https://twitter.com/ossinsight
An open-source RAG-based tool for chatting with your documents.
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.
A knowledge graph RAG app using LangChain and Neo4j.
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
基于 openai api 的超长 PDF 解析服务
Learn how to crawl your website and build a Q/A bot with the OpenAI API
✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
RAG兴趣小组，全手写的一个RAG应用。Langchain的大部分库会很方便，但是你不一定理解其中原理，所以代码尽可能展现基本算法，主打理解RAG的原理
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.
Latests Langchain (2024) App to chat with any website given its URL
Reference implementation of a RAG-based documentation helper using LangChain, Pinecone, and Tavily..
Chat with documents (pdf, docx, txt) using ChatGPT and Langchain
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本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.
RAG-VectorDB-Embedings-LlamaIndex-Langchain
Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.
24,538 repositories in the index in total.
