llama-index
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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.
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Dec 11, 2025 - Jupyter Notebook
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
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Dec 17, 2025 - TypeScript
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
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Dec 17, 2025 - Python
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
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Jul 11, 2025 - Python
RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
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Dec 17, 2025 - Python
🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
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Dec 16, 2025 - TypeScript
Data framework for your LLM applications. Focus on server side solution
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Dec 12, 2025 - TypeScript
🧠 AI-powered enterprise search engine 🔎
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Dec 29, 2023 - Python
💬 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
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Nov 12, 2025 - Python
🔍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/
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Dec 17, 2025 - Python
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac
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Sep 28, 2025 - Python
A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents
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Feb 26, 2025
The open source post-building layer for agents. Our environment data and evals power agent post-training (RL, SFT) and monitoring.
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Dec 17, 2025 - Python
Ship RAG based LLM web apps in seconds.
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Jan 29, 2024 - Python
Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs
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Dec 17, 2025 - Jupyter Notebook
An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.
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Dec 23, 2024 - Python
Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.
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Mar 25, 2025 - Jupyter Notebook
Chat with multiple PDFs locally
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Oct 23, 2025 - Python
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.
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Sep 23, 2025 - Jupyter Notebook
Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.
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Apr 10, 2024 - TypeScript
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