Momentum AI: Build AI chatbots that understand your documents

Hey, Product Hunt community! 👋 I'm SakthiGethu, the creator of Momentum AI. As a developer, I've spent countless hours in "RAG tutorial hell." I was tired of stitching together half-working demos, debugging integration issues between Python and JavaScript, and trying to turn academic concepts into a real, production-ready application. The process often took 40-50 hours just to get a stable baseline. I knew there had to be a better way. So, I built the tool I wish I had from the start: Momentum AI. It’s a complete, production-ready RAG starter kit designed to get you from git clone to a fully functioning document chatbot in under 30 minutes. No more wrestling with setup, just building your product. What's inside? 🚀 Full-Stack Application: FastAPI backend + Next.js 14 frontend. 🧠 Complete RAG Pipeline: PDF processing, chunking, embeddings, and vector search with pgvector. 💰 100% FREE to Run: It’s built to use local models with Ollama and free hosting tiers, so your production costs can be exactly $0/month. 🛠️ Production-Ready Code: This isn't a demo. It's a clean, well-documented, and battle-tested codebase ready for you to build on. This kit is for fellow indie hackers, startup developers, and anyone who wants to ship AI features fast without reinventing the wheel. You get full ownership of the code to build whatever you want. To celebrate the launch, I'm offering a 30% discount exclusively for the Product Hunt community! Use code: LAUNCH25 I'll be here all day to answer every single question you have about the tech stack, RAG architecture, or the development journey. What would you build with this? Looking forward to your feedback! Cheers, SakthiGethu