Discover the best projects built with LlamaIndex

Serverless RAG application with LlamaIndex and code interperter on Azure Container Apps. Maintained by Azure-Samples on GitHub, where it has earned 13 stars from the community.

TurtleSim A* Path Planning with Meta LLaMA-3.1-405B-Instruct model powered by NVIDIA / LlamaIndex Agent. Maintained by taherfattahi on GitHub, where it has earned 13 stars from the community.

Enterprise AI-Enhanced Development Platform with GraphRAG, LlamaIndex, Multi-Tenant Architecture, and Advanced Security & Compliance. Transform your development workflow with persistent memory, intelligent automation, and 99.9% uptime. Maintained by anubissbe on GitHub, where it has earned 13 stars from the community.

LLM Agent that performs sentiment analysis of drawings and natural language using a combination of Google Gemini Vision model and GPT-4 Turbo with LlamaIndex. Maintained by lablabai-willow on GitHub, where it has earned 13 stars from the community.

Build a RAG preprocessing pipeline. Maintained by Clearedge-AI on GitHub, where it has earned 12 stars from the community.

Production-grade architecture patterns, decision frameworks, and best practices for building reliable AI agents. Framework-agnostic reference for engineers. Maintained by devwithmohit on GitHub, where it has earned 12 stars from the community.

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations. Maintained by mthamil107 on GitHub, where it has earned 12 stars from the community.

This repo contains code related to development of LLM based projects with Langchain and LLamaIndex. It uses RAG, Function calling, agents and tools as of now for interaction with data. Maintained by pd2871 on GitHub, where it has earned 11 stars from the community.

A collection of Python SDKs that enable developers to build and deploy agents to the UiPath Cloud Platform using different agent frameworks. Maintained by UiPath on GitHub, where it has earned 11 stars from the community.

Automate Your GitHub Flows with MCP!. Maintained by AstraBert on GitHub, where it has earned 11 stars from the community.

A production-ready RAG (Retrieval Augmented Generation) system for chatting with your documents. Maintained by onamfc on GitHub, where it has earned 11 stars from the community.

Knowledge-Sharing Hub using RAG Q&A techniques with LLMs (Llama2 and ChatGPT). Maintained by MarioCSilva on GitHub, where it has earned 11 stars from the community.

Browse with the power of Gemini URL Context!. Maintained by AstraBert on GitHub, where it has earned 10 stars from the community.

This project demonstrates how GenAI can potentially be leveraged in financial and investment advisory services to provide personalized and tailored recommendations and strategies. Maintained by adityashukla8 on GitHub, where it has earned 10 stars from the community.

Examples of RAG using Llamaindex with local LLMs in Linux - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B. Maintained by marklysze on GitHub, where it has earned 10 stars from the community.

RAG | 、 | LDAP/AD RBAC | LlamaIndex + Ollama + BGE-M3/Rerank | 、 PDF | （ Enterprise RAG Knowledge Base. Fully offline/air-gapped deployment. Features LDAP/AD integration, RBAC & Department Isolation. Powered by LlamaIndex, Ollama, and Local R. Maintained by rogers0602 on GitHub, where it has earned 10 stars from the community.

RAG-API: A production-ready Retrieval Augmented Generation API leveraging LLMs, vector databases, and hybrid search for accurate, context-aware responses with citation support. Maintained by iamarunbrahma on GitHub, where it has earned 10 stars from the community.