# LlamaIndex — developer ecosystem report

- GitHub org: `run-llama`
- Category: ai
- Overall score: 60.0 / 100
- Overall rank: #72
- Last refreshed: 2026-08-19

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 63.0 | #183 | ~22% |
| Education | 82.0 | #87 | ~18% |
| AI readiness | 43.0 | #278 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 51.0 | #141 | ~16% |
| Reach | 49.0 | #331 | ~18% |
| Momentum | 54.0 | #172 | ~14% |

## Links

- GitHub: https://github.com/run-llama
- Website: https://llamaindex.ai
- Docs: https://docs.llamaindex.ai

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 101,824 |
| Forks | 14,574 |
| Open issues | 1,632 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [llama_index](https://github.com/run-llama/llama_index) | 51,747 | Python | LlamaIndex is the leading document agent and OCR platform |
| [liteparse](https://github.com/run-llama/liteparse) | 12,128 | Rust | A fast, helpful, and open-source document parser |
| [rags](https://github.com/run-llama/rags) | 6,549 | Python | Build ChatGPT over your data, all with natural language |
| [llama_cloud_services](https://github.com/run-llama/llama_cloud_services) | 4,260 | TypeScript | Knowledge Agents and Management in the Cloud |
| [llama-hub](https://github.com/run-llama/llama-hub) | 3,468 | Jupyter Notebook | A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain |
| [LlamaIndexTS](https://github.com/run-llama/LlamaIndexTS) | 3,078 | TypeScript | Data framework for your LLM applications. Focus on server side solution |
| [sec-insights](https://github.com/run-llama/sec-insights) | 2,607 | TypeScript | A real world full-stack application using LlamaIndex |
| [llama_deploy](https://github.com/run-llama/llama_deploy) | 2,067 | Python | Deploy your agentic worfklows to production |
| [notebookllama](https://github.com/run-llama/notebookllama) | 1,962 | Python | A fully open-source, LlamaCloud-backed alternative to NotebookLM |
| [semtools](https://github.com/run-llama/semtools) | 1,846 | Rust | Semantic search and document parsing tools for the command line |
| [llama-lab](https://github.com/run-llama/llama-lab) | 1,511 | Python | — |
| [create-llama](https://github.com/run-llama/create-llama) | 1,489 | Python | The easiest way to get started with LlamaIndex |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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