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RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.

Database system for AI-powered apps

A Unified Virtual Filesystem For AI Agents

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

A python chatbot framework with Natural Language Understanding and Artificial Intelligence.

Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

An agentic company research tool powered by LangGraph and Tavily that conducts deep diligence on companies using a multi-agent framework. It leverages Google's Gemini 2.5 Flash and OpenAI's GPT-5.1 on the backend for inference.

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

🤖 Create LLM agents in a second with your prompts. Everything you need to create an LLM Agent - tools, prompts, frameworks, and models - all in one place.

Practical course about Large Language Models.

connect any ai agents to solana protocols

ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain.

✨ AI-powered markdown editor - leverage LLMs with your documents - 100% local or in the cloud

🦜️🔗LangChain for Rust, the easiest way to write LLM-based programs in Rust

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

The batteries included agent harness.

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Salesforce Enterprise Deep Research

Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

Build agents which are controlled by LLMs

OpenTelemetry Instrumentation for AI Observability

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A