Discover the best projects built with LlamaIndex

Maximem Synap is the memory layer that makes AI agents remember. 92% LongMemEval, 93.2% on LOCOMO. Works natively with LangChain, LlamaIndex, CrewAI, Google ADK, AutoGen, OpenAI Agents, Semantic Kernel, Haystack, and Pydantic AI. Maintained by maximem-ai on GitHub, where it has earned 64 stars from the community.

Trust your gut on git. Maintained by AstraBert on GitHub, where it has earned 63 stars from the community.

GenAI Experimentation. Maintained by jayita13 on GitHub, where it has earned 59 stars from the community.

GPTStonks is a financial chatbot powered by LLMs and enhanced with data frameworks. It provides natural language conversation capabilities for financial topics, making it an ideal choice for a wide range of financial applications. Maintained by GPTStonks on GitHub, where it has earned 58 stars from the community.

This project is a comprehensive recruitment and interview assistance system developed based on large models and agents, leveraging the langgraph and llamaindex agent frameworks. It aims to enhance job search efficiency and interview performance by automating and intelligentizing the entire interview process. it is China Software Cup A3 competition. Maintained by zzzlip on GitHub, where it has earned 58 stars from the community.

Agentic RAG to help you build a startup. Maintained by AstraBert on GitHub, where it has earned 57 stars from the community.

LlamaCloud nodes for n8n. Maintained by run-llama on GitHub, where it has earned 57 stars from the community.

A virtual agent for your virtual books. Maintained by AstraBert on GitHub, where it has earned 50 stars from the community.

Examples and guides for building Gen AI applications on the watsonx platform. Maintained by IBM on GitHub, where it has earned 49 stars from the community.

Building and deploying a document Q&A application on the Hugging Face cloud using Docker. Maintained by kingabzpro on GitHub, where it has earned 48 stars from the community.

Designed for offline use, this RAG application template offers a starting point for building your own local RAG pipeline, independent of online APIs and cloud-based LLM services like OpenAI. Maintained by tyrell on GitHub, where it has earned 47 stars from the community.

Convert Confluence MIME exports (.doc) to clean Markdown. Maintained by aqueeb on GitHub, where it has earned 45 stars from the community.

LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation. Maintained by dcarpintero on GitHub, where it has earned 45 stars from the community.

Diagnose the performance of your RAG. Maintained by AstraBert on GitHub, where it has earned 43 stars from the community.

A framework for hosting and scaling AI agents. Maintained by PropsAI on GitHub, where it has earned 43 stars from the community.

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources. Maintained by 0xmariowu on GitHub, where it has earned 41 stars from the community.

AI Agent - ，. Maintained by Xwh630 on GitHub, where it has earned 41 stars from the community.

RE:0RAG。LangChain、LangGraph、LangSmith、PydanticAI。. Maintained by BeamusWayne on GitHub, where it has earned 39 stars from the community.

Enterprise-ready Document Analysis with Large Language Models. Maintained by docprompt on GitHub, where it has earned 38 stars from the community.

An AI-powered equity research analyst demo using Large Language Models to analyze 10-K filings of renowned NYSE listed companies. Maintained by AI-ANK on GitHub, where it has earned 38 stars from the community.

The Smart Marketing Assistant is an innovative project that leverages AI agents to automate tasks within an Instagram marketing workflow. This project aims to streamline and optimize various marketing activities, providing users with a powerful tool to enhance their social media strategies. Maintained by praj2408 on GitHub, where it has earned 37 stars from the community.

Tailored cloud solutions based on use case, cost, and preferences using natural language with Agentic AI to research, design, price, diagram, and report an optimized result. Maintained by RAGformation on GitHub, where it has earned 36 stars from the community.

Fluent CLI is an advanced command-line interface designed to interact seamlessly with multiple workflow systems like FlowiseAI, Langflow, Make, and Zapier. Tailored for developers and IT professionals, Fluent CLI facilitates robust automation, simplifies complex interactions, and enhances productivity through a powerful and command suite. Maintained by njfio on GitHub, where it has earned 33 stars from the community.

Learn how to talk to Django as any human should -- e.g. Semantic Search and Text-to-SQL. Maintained by codingforentrepreneurs on GitHub, where it has earned 32 stars from the community.

Multimodal RAG ingests PDFs and generates combined text and image outputs by retrieving and grounding relevant information from the documents. Maintained by deep-div on GitHub, where it has earned 29 stars from the community.

Match your resume with a job, effortlessly. Maintained by AstraBert on GitHub, where it has earned 29 stars from the community.

Simple, High Quality, Open Source RAG solution for chatting with your documents. Maintained by gurveervirk on GitHub, where it has earned 28 stars from the community.

BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies. Maintained by aishwaryaprabhat on GitHub, where it has earned 28 stars from the community.

Open-source, LLM-ready SERP and web scraping service. Maintained by pogzyb on GitHub, where it has earned 27 stars from the community.

Smart log analysis and debugging assistant for backend developers. Maintained by softwares-compound on GitHub, where it has earned 26 stars from the community.

A RAG system designed to process documents with multimodal content. It can generate factual, context-aware answers to user queries, based on the documents texts, tables, figures,. Maintained by AhmedAl93 on GitHub, where it has earned 26 stars from the community.

Advanced Coding AI Assistant that uses a Gradio interface to stream coding related responses. ChatRAG supports local and API inference and pulls context from GitHub Repos and local files. Maintained by JakeFurtaw on GitHub, where it has earned 26 stars from the community.

Edge Vector search engine with Vulkan GPU acceleration, hierarchical indexing (HRM2), and native LangChain integration. Gaussian splat-based architecture for similarity search on resource-constrained devices. Maintained by schwabauerbriantomas-gif on GitHub, where it has earned 24 stars from the community.

Australian Tax Office (ATO) chatbot using LlamaIndex RAG and OpenAI. Features automated documentation processing with ZenML pipelines, Qdrant vector storage, and Streamlit interface. Built for accurate tax information retrieval and natural language query processing. Maintained by tedzhao226 on GitHub, where it has earned 23 stars from the community.

Client-side retrieval firewall for RAG systems — blocks prompt injection and secret leaks, re-ranks stale or untrusted content, and keeps all data inside your environment. Maintained by taladari on GitHub, where it has earned 22 stars from the community.

Debug your RAG pipeline without leaving the terminal. Real-time chunking visualization, batch testing, quality metrics, and one-click export to LangChain/LlamaIndex. Maintained by rasinmuhammed on GitHub, where it has earned 21 stars from the community.

RAG-enabled multi-agentic system for medical diagnosis and assistance. Maintained by Tyler-KD on GitHub, where it has earned 21 stars from the community.

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK. Maintained by BrowseAI-HQ on GitHub, where it has earned 20 stars from the community.

DataRobot Agentic Workflow Templates. Maintained by datarobot-community on GitHub, where it has earned 20 stars from the community.

This repository contains code for how to store and query your own data using OpenAI Embeddings and Supabase using JavaScript. Maintained by muzammildafedar on GitHub, where it has earned 19 stars from the community.

Measuring RAG solutions throughput and latency. Maintained by SciPhi-AI on GitHub, where it has earned 19 stars from the community.

Runnable examples for AI agent identity & compliance — certificate issuance, scope enforcement, and integrations for LangChain, CrewAI, Next.js & more. Maintained by kakunin-ai on GitHub, where it has earned 17 stars from the community.

LlamaIndex Powered RAG for PDF, TXT and DOCX files with Tesseract OCR support, Semantic chunking, Document citations with direct page display, Advanced Caching and Duplicate Detection with Redis Vector DB. Maintained by rigvedrs on GitHub, where it has earned 17 stars from the community.

An AI-powered platform that uses an agentic workflow to automatically generate Project Requirement Documents (PRDs). Maintained by talhasarit on GitHub, where it has earned 16 stars from the community.

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction. Maintained by alisonmitchell on GitHub, where it has earned 16 stars from the community.

RAG-Ingest: A tool for converting PDFs to markdown and indexing them for enhanced Retrieval Augmented Generation (RAG) capabilities. Maintained by iamarunbrahma on GitHub, where it has earned 16 stars from the community.

Production-ready Agentic AI ChatBot using Llamaindex and Groq-Llama 3.3. Maintained by sachink1729 on GitHub, where it has earned 15 stars from the community.

A sample app for the Retrieval-Augmented Generation pattern using LlamaIndex.ts, running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences using your own data. Maintained by Azure-Samples on GitHub, where it has earned 15 stars from the community.

Zoom Note Taker Agent for Notion, built with LlamaIndex. Maintained by TuanaCelik on GitHub, where it has earned 15 stars from the community.

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference. Maintained by romilandc on GitHub, where it has earned 15 stars from the community.

Intuitive RAG system on top of LllamaIndex. Maintained by Zakk-Yang on GitHub, where it has earned 15 stars from the community.

A RAG system is just the beginning of harnessing the power of LLM. The next step is creating an intelligent Agent. In Agentic RAG the Agent makes use of available tools, strategies and LLM to generate response in a specialized way. Unlike a simple RAG, an Agent can dynamically choose between tools, routing strategy, etc. Maintained by swastikmaiti on GitHub, where it has earned 14 stars from the community.

Trust metadata for AI agents — a stamp costs ~15 tokens, re-verifying costs 15,000. Agents stamp what they verify; the next agent runs 'akf check' and builds on it. pip install akf. Maintained by HMAKT99 on GitHub, where it has earned 14 stars from the community.

EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience. Maintained by lukablaskovic on GitHub, where it has earned 14 stars from the community.

This project aims to compare different Retrieval-Augmented Generation (RAG) frameworks in terms of speed and performance. Maintained by oztrkoguz on GitHub, where it has earned 14 stars from the community.

Learn how to build agents that can reason over their own documents. Maintained by abhinit21 on GitHub, where it has earned 14 stars from the community.

A large model app. Integrating various capabilities. Highly scalable, Highly compatible. Maintained by z-zeechung on GitHub, where it has earned 14 stars from the community.

API to load and query documents using RAG. Maintained by Haste171 on GitHub, where it has earned 14 stars from the community.

Local-first evaluation framework for RAG systems and AI Agents. 18+ metrics, CLI + SDK, framework-agnostic. The pytest of AI evaluation. Maintained by OpenAgentHQ on GitHub, where it has earned 13 stars from the community.

Multimodal document QA: vision + retrieval over PDFs (LLaVA + LlamaIndex). Maintained by 0xzall on GitHub, where it has earned 13 stars from the community.