RAG-based Tutoring Chatbot
A library in your pocket. A tutor by your side.
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The RAG-based Tutoring Chatbot is made using Python, LangChain and FAISS. The system retrieves relevant context from a knowledge base before generating answers with Gemini Flash, grounding responses instead of relying on the model's raw knowledge.I evaluated it with the RAGAS framework, achieving ~0.87 faithfulness and ~0.83 answer relevancy, and deployed it live on Streamlit Community Cloud.I built this project from scratch with no prior coding experience, learning Git and GitHub along the way.
PH · launched Sep 17, 2026 · 2 upvotes (top 26%) · 0 views
Niche: ai tutoring and learning platforms · 328 launches, 27 in the last 7 days ▼ -13% · Explore this niche →
Category and tags
- Education
- Agent / copilot
- B2C
- AI-native
- Commercial product
- API
- Education
- GitHub
- Bots
Visit website ↗ Source listing ↗
More like this: all 328 launches in ai tutoring and learning platforms →
Could you build this?
Yes This is an explicit textbook implementation of a RAG pipeline using LangChain, FAISS, and Gemini Flash, which can be vibe-coded within hours.
Competitors
Other products that read as similar to this one : 276 launches clear the similarity bar, closest 8 shown.
Attention rank: #76 of 277 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- Tomechat · github · 2026-10-08 · 23 upvotes · similarity 0.55
- GitHub · ph · 2026-09-18 · 1 upvotes · similarity 0.50
- jevchat · github · 2026-09-20 · 90 upvotes · similarity 0.45
- ChatWithRepo · ph · 2026-09-28 · 2 upvotes · similarity 0.44
- Ragnerock, an AI data analysis tool · hn · 2026-04-28 · 13 upvotes · similarity 0.44
- Agentic Multi-PDF RAG Assistant · ph · 2026-10-09 · 1 upvotes · similarity 0.44
- AI support chatbot with RAG and citations · hn · 2026-04-15 · 9 upvotes · similarity 0.43
- jev-chat · github · 2026-09-18 · 91 upvotes · similarity 0.43
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.