{"repo":"BBC-Esq/VectorDB-Plugin","free":true,"listed":false,"github":"https://github.com/BBC-Esq/VectorDB-Plugin","clone":"git clone https://github.com/BBC-Esq/VectorDB-Plugin.git","description":"Program that lets you ask questions about your documents, audio, and video files.","language":"Python","stars":369,"topics":["retrieval-chatbot","embedding-vectors","embeddings","embedding-models","database-management","python","vector-data-management","tiledb","rag","retrieval-augmented-generation"],"license":null,"category":"ai-agents","readme_excerpt":"Create and search a vector database from a wide variety of file types and get more reliable responses from an LLM. This is commonly referred to as \"retrieval augmented generation.\" Requirements Tool Purpose ---------------------------------------------------------------------------------------- ------------------------------------------------- 🪟 Microsoft Windows Only for Windows but open to pull requests 🐍 Python 3.11–3.13 Run the application 🌿 Git Clone / manage the repository 🧲 Git LFS Handle large model files 📄 Pandoc Document parsing support 🛠️ Visual C++ Build Tools Required for compiling dependencies Or you can try running these commands in Powershell on Windows: Install: Verify installation: Installation Download the latest \"release,\" extract, navigate to the src folder, and run the following commands: Inputs → Processing → Vector Database -------------- -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 📂 Ingest 📄 .pdf , .docx , .txt , .html , .htm , .md , .csv , .xls , .xlsx , .xlsm , .rtf , .eml , .msg 🖼️ .png , .jpg , .jpeg , .bmp , .gif , .tif , .tiff 🎵 .mp3 , .wav , .m4a , .ogg , .wma , .flac ⚙️ Process 📝 Extract text from documents 🖼️ Generate descriptions from images 🎧 Transcribe speech from audio 🧠 Store All processed content is embedded and saved into the vector database for searching. Query → LLM","default_branch":null,"files":null,"tree":[],"storefront":"/r/BBC-Esq","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/BBC-Esq/VectorDB-Plugin/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}