Repository Index

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

• fine-tuning
• llama
• llms
• gemma

A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.

• pathway
• vector-database
• retrieval-augmented-generation
• rag

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

• knowledge-graph
• large-language-models
• retrieval-augmented-generation
• genai

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

• agentic-ai
• agents
• ai
• ai-agents

Training-free language model modification: Remove censorship, suppress slop, reduce sycophancy, and more

• abliteration
• llm
• transformer
• censorship-resistance

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

• llm
• nlp
• python
• gemini-ai

TranslatedLangchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

• chatglm
• langchain
• llm
• knowledge-base

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

• semantic-search
• emacs
• obsidian-md
• chat

A modular graph-based Retrieval-Augmented Generation (RAG) system

• graphrag
• rag
• llm
• llms

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

• semantic-search
• information-retrieval
• ai
• python

"RAG-Anything: All-in-One RAG Framework"

• multi-modal-rag
• retrieval-augmented-generation

How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

• agent-framework
• pydantic
• python
• genai

Structured Outputs

• generative-ai
• llms
• prompt-engineering
• symbolic-ai

Unified framework for building enterprise RAG pipelines with small, specialized models

• parsing
• retrieval-augmented-generation
• agents
• generative-ai-tools

[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.

• ai
• faiss
• langchain
• llama-index

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

• python
• search
• nlp
• semantic-search

An open-source, tool-augmented conversational language model from Fudan University

• chatgpt
• deep-learning
• dialogue-systems
• large-language-models

Retrieval and Retrieval-augmented LLMs

• embeddings
• information-retrieval
• llm
• sentence-embeddings

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

• agent
• ai
• chatbot
• rag

Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right brain, storing information and emotions respectively, while a fully streaming architecture eliminates latency at the fundamental level.

• ai
• ai-agents
• ai-tools
• application

A robust Python tool for text-based AI training and generation using GPT-2.

Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.

• agents
• calibration
• classification
• decision-making

Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)

• calibration
• decision-model
• jev
• jev-model

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

• natural-language-generation
• natural-language-processing
• nlg
• nlp