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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
| Date | Stars |
|---|---|
| 2026-07-31 | 300 |
| 2026-08-05 | 303 |
| 2026-08-06 | 303 |
Today
— stars today
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Momentum
35.0
growth rate 0.00%/day
# Lumen <img src="https://raw.githubusercontent.com/holoviz/lumen/main/docs/assets/logo.png" width="48"> *Illuminate your data* | | | | --- | --- | | Build Status | [](https://github.com/holoviz/lumen/actions/workflows/test.yaml) | Coverage | [](https://codecov.io/gh/holoviz/lumen) | | Latest dev release | [](https://github.com/holoviz/lumen/tags) [](https://holoviz-dev.github.io/lumen/) | | Latest release | [](https://github.com/holoviz/lumen/releases) [](https://pypi.python.org/pypi/lumen) [](https://anaconda.org/pyviz/lumen) [](https://anaconda.org/conda-forge/lumen) [](https://anaconda.org/anaconda/lumen) | | Docs | [](https://github.com/holoviz/lumen/tree/gh-pages) [](https://lumen.holoviz.org) | | Support | [](https://discourse.holoviz.org/) | <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/holoviz/lumen/main/docs/assets/ai-diagram-dark.png"> <img src="https://raw.githubusercontent.com/holoviz/lumen/main/docs/assets/ai-diagram.png" alt="Lumen AI Diagram" width="100%"/> </picture> Lumen is a fully open-source and extensible agent based framework for chatting with data and for retrieval augmented generation (RAG). The declarative nature of Lumen's data model make it possible for LLMs to easily generate entire data transformation pipelines, visualizations and other many other types of output. Once generated the data pipelines and visual output can be easily serialized, making it possible to share them, to continue the analysis in a notebook and/or build entire dashboards. - **Generate SQL**: Generate data pipelines on top of local or remote files, SQL databases or your data lake. - **Provide context and embeddings**: Give Lumen access to your documents to give the LLM the context it needs. - **Visualize your data**: Generate everything from charts to powerful data tables or entire **dashboards** using natural language. - **Inspect, validate and edit results**: All LLM outputs can easily be inspected for mistakes, refined, and manually edited if needed. - **Summarize results and key insights**: Have the LLM summarize key results and extract important insights. - **Custom analyses, agents and tools**: Extend Lumen custom agents, tools, and analyses to generate deep insights tailored to your domain. Lumen sets itself apart from other agent based frameworks in that it focuses on being fully open and extensible. With powerful internal primitives for expressing complex data transformations the LLM can gain insights into your datasets out-of-the box and can be further tailored with custom agents, analyses and tools to empower even non-programmers to perform complex analyses without having to code. The customization makes it possible to generate any type of output, allow the user and the LLM to perform analyses tailored to your domain and look
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:060ba73e771a32da, llm:Repository topics and description: 'Agent framework turning natural language into SQL, charts, dashboards and reports'; topics include ai-agents, conversational-ai, data-exploration, data-visualization, llm, rag, text-to-sql, duckdb, panel, python, holoviz.
matched fp:060ba73e771a32da, llm:Repository topics and description: 'Agent framework turning natural language into SQL, charts, dashboards and reports'; topics include ai-agents, conversational-ai, data-exploration, data-visualization, llm, rag, text-to-sql, duckdb, panel, python, holoviz.
matched fp:060ba73e771a32da, llm:Repository topics and description: 'Agent framework turning natural language into SQL, charts, dashboards and reports'; topics include ai-agents, conversational-ai, data-exploration, data-visualization, llm, rag, text-to-sql, duckdb, panel, python, holoviz.