Top AI Repos — open-source AI, indexed and scored
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.
Program that lets you ask questions about your documents, audio, and video files.
| Date | Stars |
|---|---|
| 2026-07-24 | 369 |
| 2026-07-25 | 369 |
| 2026-07-28 | 369 |
| 2026-07-30 | 369 |
| 2026-08-06 | 369 |
Today
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This week
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Momentum
35.0
growth rate 0.00%/day
<div align="center"> <img width="1536" height="248" alt="splash" src="https://github.com/user-attachments/assets/8ecfa804-8c98-4219-9204-bc5b7aaa69da" /> ### Create and search a vector database from a wide variety of file types and get more reliable [responses from an LLM](https://www.youtube.com/watch?v=8-ZAYI4MvtA). This is commonly referred to as ["retrieval augmented generation."](https://medium.com/@vici0549/search-images-with-vector-database-retrieval-augmented-generation-rag-3d5a48881de5) </div> <div align="center"> <h3><u>Requirements</u></h3> | Tool | Purpose | | ---------------------------------------------------------------------------------------- | ------------------------------------------------- | | 🪟 Microsoft Windows | **Only** for Windows but open to pull requests | | 🐍 [Python 3.11–3.13](https://www.python.org/downloads/) | Run the application | | 🌿 [Git](https://git-scm.com/downloads) | Clone / manage the repository | | 🧲 [Git LFS](https://git-lfs.com/) | Handle large model files | | 📄 [Pandoc](https://github.com/jgm/pandoc/releases) | Document parsing support | | 🛠️ [Visual C++ Build Tools](https://visualstudio.microsoft.com/visual-cpp-build-tools/) | Required for compiling dependencies | <details> <summary>Or you can try running these commands in Powershell on Windows:</summary> ### Install: ```powershell winget install Microsoft.VisualStudio.2022.BuildTools --silent --accept-source-agreements --accept-package-agreements --override "--wait --quiet --add Microsoft.VisualStudio.Component.VC.Tools.x86.x64 --add Microsoft.VisualStudio.Component.Windows11SDK.22621" ``` ### Verify installation: ``` Test-Path "C:\Program Files\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC" ``` </details> </div> <a name="installation"></a> <div align="center"> <h2>Installation</h2></div> ### Download the latest "release," extract, navigate to the `src` folder, and run the following commands: ``` python -m venv . ``` ``` .\Scripts\activate ``` ``` python setup_windows.py ``` ``` python gui.py ``` <div align="center"> ### Inputs → Processing → Vector Database | | | | -------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | 📂 **Ingest** | 📄 `.pdf`, `.docx`, `.txt`, `.html`, `.htm`, `.md`, `.csv`, `.xls`, `.xlsx`, `.xlsm`, `.rtf`, `.eml`, `.msg` <br> 🖼️ `.png`, `.jpg`, `.jpeg`, `.bmp`, `.gif`, `.tif`, `.tiff` <br> 🎵 `.mp3`, `.wav`, `.m4a`, `.ogg`, `.wma`, `.flac` | | ⚙️ **Process** | 📝 Extract text from documents <br> 🖼️ Generate descriptions from images <br> 🎧 Transcribe speech from audio | | 🧠 **Store** | All processed content is embedded and saved into the vector database for searching. | ### Query → LLM → Output | | | | --------------- | ----------------------------------------------------------- | | ❓ **Ask** | ⌨️ Type **or** 🎙️ record a question | | 🧠 *
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:0b449683dad91300, topic:rag, topic:retrieval-augmented-generation, readme:retrieval-augmented generation
matched fp:0b449683dad91300, topic:vector-database, topic:vector-search, readme:vector database
matched fp:0b449683dad91300, topic:whisper
matched fp:0b449683dad91300, topic:embeddings