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
使用深度学习方法解析问题 知识图谱存储 查询知识点 基于医疗垂直领域的对话系统
A curated list of awesome knowledge graph tutorials, projects and communities.
基于大模型+知识图谱的知识库问答
In this project, I explored how to extract knowledge graphs from text using LLMs, such as OpenAI GPT4o.
Bulding kg from 0
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
利用网络上公开的数据构建一个小型的证券知识图谱/知识库
Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA
"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspired by Karpathy and 3Blue1Brown for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization.
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development
Harness is a Machine Learning/AI Server with plugins for many algorithms including the Universal Recommender
Chat with your documents using Vision Language Models. This repo implements an End to End RAG pipeline with both local and proprietary VLMs
Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch
Learn about Machine Learning and Artificial Intelligence
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Fully open reproduction of DeepSeek-R1
A powerful document AI question-answering tool that connects to your local Ollama models. Create, manage, and interact with RAG systems for all your document needs.
Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.
SuperEasy 100% Local RAG with Ollama + Email RAG
A full-stack demo showcasing a local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.
A personal news aggregator to pull information from multi-sources + LLM (ChatGPT/Gemini/Ollama via LangChain) to help us reading efficiently with less noises, the sources including: Tweets, RSS, YouTube, Web Articles, Reddit, and personal Journal notes.
Embeds text files into vectors, stores them on Pinecone, and enables semantic search using GPT3 and Langchain in a Next.js UI
24,538 repositories in the index in total.
