llama-index

There are 524 repositories under llama-index topic.

  • NirDiamant/RAG_Techniques

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

    Language:Jupyter Notebook21.6k220342.4k
  • langfuse

    langfuse/langfuse

    🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

    Language:TypeScript16.2k511.8k1.5k

  • comet-ml/opik

    Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

    Language:Python13.9k91421983
  • gateway

    Portkey-AI/gateway

    A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

    Language:TypeScript9.5k45557731

  • zilliztech/GPTCache

    Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

    Language:Python7.8k56175564

  • Helicone/helicone

    🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

    Language:TypeScript4.5k20187434

  • run-llama/LlamaIndexTS

    Data framework for your LLM applications. Focus on server side solution

    Language:TypeScript2.9k22450472
  • gerev

    GerevAI/gerev

    🧠 AI-powered enterprise search engine 🔎

    Language:Python2.8k2039179

  • yichuan-w/LEANN

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

    Language:Python2.6k2441244

  • paulpierre/RasaGPT

    💬 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

    Language:Python2.4k3863254

  • szczyglis-dev/py-gpt

    Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice control, image generation and analysis, agents, tools, file upload/download, speech synthesis and recognition, access to Web, memory, presets, assistants, plugins, and more. Linux, Windows, Mac

    Language:Python1.2k35138246
  • awesome-ai-sdks

    e2b-dev/awesome-ai-sdks

    A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents

    1k18788
  • judgeval

    JudgmentLabs/judgeval

    The open source post-building layer for agents. Our environment data and evals power agent post-training (RL, SFT) and monitoring.

    Language:Python1k76586

  • viddexa/autollm

    Ship RAG based LLM web apps in seconds.

    Language:Python99618099

  • lancedb/vectordb-recipes

    High quality resources & applications for LLMs, multi-modal models and VectorDBs

    Language:Jupyter Notebook8451021155

  • OpenBMB/RepoAgent

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

    Language:Python7731236112

  • Azure-Samples/miyagi

    Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

    Language:Jupyter Notebook74722261245
  • all-in-rag

    datawhalechina/all-in-rag

    🔍大模型应用开发实战一：RAG技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

    Language:Python669311

  • datvodinh/rag-chatbot

    Chat with multiple PDFs locally

    Language:Python58111896

  • Denis2054/RAG-Driven-Generative-AI

    This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.

    Language:Jupyter Notebook502102162

  • Writesonic/GPTRouter

    Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.

    Language:TypeScript455111041

  • GURPREETKAURJETHRA/END-TO-END-GENERATIVE-AI-PROJECTS

    End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

    39210112

  • SamurAIGPT/LlamaIndex-course

    Learn to build and deploy AI apps.

    Language:Jupyter Notebook34912234

  • awslabs/graphrag-toolkit

    Python toolkit for building graph-enhanced GenAI applications

    Language:Python278131052
  • Agent-Wiz

    Repello-AI/Agent-Wiz

    A CLI tool for threat modeling and visualizing AI agents built using popular frameworks like LangGraph, AutoGen, CrewAI, and more.

    Language:Python232

  • 0xthierry/llama-parse-cli

    A non-official CLI for Llama Index Parser

    Language:TypeScript2143317
  • ClassGPT

    benthecoder/ClassGPT

    ChatGPT for lecture slides

    Language:Jupyter Notebook2118231

  • vishwasg217/fin-sight

    FinSight - Financial Insights at Your Fingertip: FinSight is a cutting-edge AI assistant tailored for portfolio managers, investors, and finance enthusiasts. It streamlines the process of gaining crucial insights and summaries about a company in a user-friendly manner.

    Language:Jupyter Notebook20561177

  • AstraBert/llama-4-researcher

    Turn topics into essays in seconds!

    Language:Python1871

  • 3Alan/DocsMind

    🤖 DocsMind allows you to chat with your docs and summarize your docs, support pdf, md.

    Language:TypeScript18371774

  • NetEase-Media/grps_trtllm

    Higher performance OpenAI LLM service than vLLM serve: A pure C++ high-performance OpenAI LLM service implemented with GPRS+TensorRT-LLM+Tokenizers.cpp, supporting chat and function call, AI agents, distributed multi-GPU inference, multimodal capabilities, and a Gradio chat interface.

    Language:Python15341510

  • robindekoster/chatgpt-custom-knowledge-chatbot

    This open source chatbot project lets you create a chatbot that uses your own data to answer questions, thanks to the power of the OpenAI GPT-3.5 model.

    Language:Python1325435

  • aiplanethub/genai-stack

    An End to End GenAI Framework

    Language:Jupyter Notebook13161545

  • ananthanarayanan431/Langchain-Projects-LLM

    Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for running various model

    Language:Jupyter Notebook1043029

  • gabacode/chatPDF

    Load a PDF file and ask questions via llama_index and GPT

    Language:Python974734

  • redis-developer/agentic-rag

    Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.

    Language:Jupyter Notebook97506