LlamaIndex

Top repositories by stars

• run-llama/llama_index(on leaderboard)

  LlamaIndex is the leading framework for building LLM-powered agents over your data.

  Python47,051
• run-llama/rags

  Build ChatGPT over your data, all with natural language

  Python6,534
• run-llama/llama_cloud_services

  Knowledge Agents and Management in the Cloud

  TypeScript4,232
• run-llama/llama-hub

  A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

  Jupyter Notebook3,479
• run-llama/LlamaIndexTS

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

  TypeScript3,054
• run-llama/sec-insights

  A real world full-stack application using LlamaIndex

  TypeScript2,590
• run-llama/llama_deploy

  Deploy your agentic worfklows to production

  Python2,071
• run-llama/notebookllama

  A fully open-source, LlamaCloud-backed alternative to NotebookLM

  Python1,771
• run-llama/semtools

  Semantic search and document parsing tools for the command line

  Rust1,610
• run-llama/llama-lab

  Python1,517
• run-llama/create-llama

  The easiest way to get started with LlamaIndex

  Python1,476
• run-llama/chat-llamaindex

  TypeScript979
• run-llama/chat-ui

  Chat UI components for LLM apps

  TypeScript563
• run-llama/finetune-embedding

  Fine-Tuning Embedding for RAG with Synthetic Data

  Jupyter Notebook523
• run-llama/create_llama_projects

  HTML458
• run-llama/llamacloud-demo

  451
• run-llama/multi-agent-concierge

  An example of multi-agent orchestration with llama-index

  Jupyter Notebook446
• run-llama/voice-chat-pdf

  Use OpenAI's realtime API for a chatting with your documents

  JavaScript328
• run-llama/modal_finetune_sql

  Jupyter Notebook321
• run-llama/agentfs-claude

  Run Claude Code/Codex within AgentFS, orchestrated by LlamaIndex Workflows

  TypeScript314
• run-llama/workflows-py

  Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.

  Python312
• run-llama/workflows-ts

  🌊 Simple, event-driven and stream oriented workflow for TypeScript

  TypeScript255
• run-llama/openai_realtime_client

  A simple client and utils for interacting with OpenAI's Realtime API in Python

  Python244
• run-llama/llamacloud-mcp

  Python224
• run-llama/flow-maker

  TypeScript213
• run-llama/auto_rfp

  TypeScript196
• run-llama/llama_docs_bot

  Bottoms Up Development with LlamaIndex - Building a Documentation Chatbot

  Jupyter Notebook188
• run-llama/ai-engineer-workshop

  Jupyter Notebook187
• run-llama/mongodb-demo

  Python181
• run-llama/vibe-llama

  Vibe-coding tools for the LlamaIndex ecosystem

  Python175
• run-llama/llamabot

  Python171
• run-llama/fs-explorer

  CLI agent to explore file system, powered by Gemini 3 Flash

  Python140
• run-llama/llama-slides

  TypeScript129
• run-llama/llama_extract

  125
• run-llama/gmail-extractor

  Python123
• run-llama/python-agents-tutorial

  Code samples from our Python agents tutorial

  Python110
• run-llama/ts-agents

  Demonstration of agentic capabilities in TypeScript

  TypeScript109
• run-llama/llamaindex_aws_ingestion

  Python90
• run-llama/file-organizer

  Python87
• run-llama/mcp-server-llamacloud

  A MCP server connecting to managed indexes on LlamaCloud

  JavaScript86
• run-llama/mcp-nextjs

  Example MCP server with OAuth

  TypeScript85
• run-llama/crossposter

  Allows cross-posting our socials.

  TypeScript76
• run-llama/awesome-rag

  75
• run-llama/automatic-doc-translate

  JavaScript75
• run-llama/human_in_the_loop_workflow_demo

  Python74
• run-llama/newsletter-generator

  JavaScript65
• run-llama/ts-playground

  TypeScript65
• run-llama/invoice-reconciler

  TypeScript55
• run-llama/multi-agents-workflow

  Multi-Agents using Workflows

  Python54
• run-llama/app-creator

  Code generator using LlamaIndexTS workflows with OpenAI o1 model

  HTML52
• run-llama/n8n-llamacloud

  🦙 LlamaCloud nodes for n8n

  TypeScript51
• run-llama/template-workflow-extract-reconcile-invoice

  Llama Index Workflow Template

  TypeScript46
• run-llama/mixtral_ollama

  Python46
• run-llama/llamaextract-10k-demo

  TypeScript44
• run-llama/llama-datasets

  Github repo for storing LlamaDatasets

  Jupyter Notebook39
• run-llama/invoice-extraction-vibe-coding

  Python31
• run-llama/research-extractor

  Get insights from your research papers with LlamaExtract

  TypeScript30
• run-llama/llama-ui

  TypeScript26
• run-llama/llama-api

  Python26
• run-llama/study-llama

  AI studying companion, powered by LlamaCloud

  templ23
• run-llama/image-generation-agent

  An agent to generate stunning images :)

  Python23
• run-llama/investments-review-agent

  An agent that can help you with investments portfolios and decks

  Python21
• run-llama/pdf-viewer

  Display PDFs in your RAG app

  TypeScript21
• run-llama/rag-bedrock

  Advanced Retrieval Augmented Generation patterns with AWS Bedrock and LlamaIndex

  Jupyter Notebook20
• run-llama/azure-cosmos-db-demo

  Python20
• run-llama/llamaindex.net

  LlamaIndex .NET SDK

  C#18
• run-llama/agent-maze

  Test agent capability with complex generated mazes

  Jupyter Notebook16
• run-llama/gemini-live-demo

  Demo code for Gemini Live Integration

  Python14
• run-llama/llamaindex-docusearcher

  Search through documentation with vibe-llama MCP

  TypeScript13
• run-llama/mcp_resume_screening

  Codebase to top candidates - a remote MCP server for finding most qualified engineer candidates without leaving your IDE

  Python13
• run-llama/pr-manager

  Review your PRs with Agentic AI (powered by @run-llama and Gemini 3)

  Python11
• run-llama/agents-observability-demo

  Observe your agents with OpenTelemetry

  Python11
• run-llama/helm-charts

  Go Template10
• run-llama/ts-workflow-examples

  TypeScript8
• run-llama/llama-cloud-py

  Python6
• run-llama/mcp-llamaindex-ai

  Our own point-and-click MCP server.

  TypeScript6
• run-llama/observability-blog-code

  Code for the blog on observability

  Python5
• run-llama/tool

  TypeScript5
• run-llama/llama-cloud-ts

  TypeScript4
• run-llama/template-workflow-classify-extract-sec

  Llama Index Workflow Template

  Python4
• run-llama/private-claude

  TypeScript4
• run-llama/llamactl-deploy

  Action to update a LlamaAgent deployment through llamactl

  3
• run-llama/ai-chatbot

  A full-featured, hackable Next.js AI chatbot built by Vercel

  TypeScript3
• run-llama/nextjs-rsc

  TypeScript3
• run-llama/issue-classifier

  Automatically classify issues as good first issues

  TypeScript2
• run-llama/cookbooks

  Jupyter Notebook2
• run-llama/llama_viz

  Python2
• run-llama/llamacloud_streamlit

  Streamlit App Showcasing LlamaCloud's Capabilities

  Python2
• run-llama/.github

  2
• run-llama/product-specs-comparison

  Demo for LlamaIndex x PostHog LLM observability

  HTML1
• run-llama/llamactl-windows

  Setup guide for llamactl on Windows

  PowerShell1
• run-llama/template-workflow-showcase

  Llama Index Workflow Template

  TypeScript1
• run-llama/template-workflow-data-extraction

  Copier Template for llama_deploy based data extraction workflows

  TypeScript1
• run-llama/template-workflow-extract-basic

  Llama Index Workflow Template

  Python0
• run-llama/template-workflow-web-scraping

  Llama Index Workflow Template

  Python0
• run-llama/template-workflow-rag

  Llama Index Workflow Template

  Python0
• run-llama/template-workflow-invoice-extraction

  Llama Index Workflow Template

  Python0
• run-llama/template-workflow-human-in-the-loop

  Llama Index Workflow Template

  Python0
• run-llama/template-workflow-document-parsing

  Llama Index Workflow Template

  Python0
• run-llama/template-workflow-basic

  Llama Index Workflow Template

  Python0