{"repo":"stackitcloud/rag-template","free":true,"listed":false,"github":"https://github.com/stackitcloud/rag-template","clone":"git clone https://github.com/stackitcloud/rag-template.git","description":"Template for AI chatbots & document management using Retrieval-Augmented Generation with vector search and FastAPI.","language":"Python","stars":86,"topics":["ai","fastapi","llm","ollama","python","rag","rag-chatbot","stackit","api","docker"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"RAG Template Welcome to the STACKIT RAG Template! This is a basic example of how to use the RAG-API libraries, designed to help you get started with building AI-powered chatbots and document management systems 📖 (see main.py, container.py and chat endpoint.py). Features 🚀 Document Management : Supports PDFs, Office docs (DOCX, PPTX), spreadsheets (XLSX), Markdown/AsciiDoc (MD, MDX, ADOC), EPUB/HTML/XML, CSV/TXT, and raster images, with automatic fallbacks between Docling, MarkItDown, and custom extractors; also handles Confluence spaces and sitemaps. AI Integration : Multiple LLM and embedder providers for flexibility. Tracing & Evaluation : Tools for monitoring and assessing system performance. Frontends : User-friendly interfaces for easy interaction. Security : Basic authentication for secure access. Deployment : Options for both local and production environments. The template supports multiple LLM (Large Language Model) providers, such as STACKIT and Ollama, giving you flexibility in choosing the best fit for your project. It also integrates with Langfuse for enhanced monitoring and analytics, and uses S3 object storage for document management. 📁 Table of Contents - 1. Getting Started - 1.1 Components - 1.2 Requirements - 1.3 Usage - 1.4 Local setup instructions - 2. Deployment to server - 2.1 Server provisioning - 2.2 Langfuse - 3. Build and Test - 4. Contribution Guidelines 1. Getting Started A Tiltfile is provided to get you started :rocket:. If Tilt is new for you,","default_branch":null,"files":null,"tree":[],"storefront":"/r/stackitcloud","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/stackitcloud/rag-template/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."}