LlamaIndex is the leading document agent and OCR platform

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

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

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.

This repository provides very basic flask, streamlit, and docker examples for the llama_index (fka gpt_index) package

An example of multi-agent orchestration with llama-index

A working example of RAG using LLama 2 70b and Llama Index

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A non-official CLI for Llama Index Parser

Financial News Analysis with Llama Index, GPT-4, and Streamlit

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

Building Data-Driven Applications with LlamaIndex, published by Packt

Leetcode Intensive tutorial and study guide generated by llama-index, networkx, scikit-learn and pydantic

后chatgpt时代的对话式文档问答解决方案

DevSecOps knowledge base chatbot built with LlamaIndex, LangChain, and OpenAI

Load a PDF file and ask questions via llama_index and GPT

OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG into an advanced one.

This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀

Using LlamaIndex with Ray for productionizing LLM applications

A RAG Chatbot with Next.js, Together.ai and Llama Index

a full stack fastapi application with llama index integrated

This sample shows how to quickly get started with LlamaIndex.ai on Azure🚀

基于llama-index框架的 RAG 最佳实践，通过业界领先的PDF结构化文档解析能力、混合检索、small2big、Contextual rag等策略实现了高精度的传统rag模式问答效果，同时支持基于plan and solve agent执行pipline的Deep RAG模式，提供多格式文档支持与数据安全的存储架构。

A collection of apps powered by the LlamaIndex LLM framework.

Files for Udemy LlamaIndex course

Llama Index Workflow Template

Knowledge chatbot using Agentic Retrieval Augmented Generation (RAG) techniques. Full-stack proof of concept built on langchain, llama-index, django, pgvector, with multiple advanced RAG techniques used.

Groq API: Quick Guide with Examples Groq SDK, Langchain, LlamaIndex, OpenAI SDK, Vercel

A Web-UI for Llama_index. Allow ChatGPT to access your own database.