RAG-based Tutoring Chatbot
A library in your pocket. A tutor by your side.
Details
- External ID
- 1252651
- Source
- PH
- Company
- —
- Product
- RAG-based Tutoring Chatbot
- Website domain
- producthunt.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- API, Education, GitHub, Bots
- Fetched at
- Sept. 18, 2026, 4:40 a.m.
- Updated at
- Sept. 18, 2026, 4:40 a.m.
Description
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.
Enrichment
- Theme
- task-specific ai agents and assistants
- Vertical
- Education
- Function
- Agent / copilot
- Audience
- B2C
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- rag-powered ai tutor for students
- Manually corrected
- False
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 — 90 launches clear the similarity bar, closest 8 shown.
Attention rank: #25 of 91 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- GitHub · ph · 2026-09-18 · 1 upvotes · similarity 0.48
- ChatWithRepo · ph · 2026-09-28 · 2 upvotes · similarity 0.43
- jevchat · github · 2026-09-20 · 90 upvotes · similarity 0.42
- AI support chatbot with RAG and citations · hn · 2026-04-15 · 9 upvotes · similarity 0.42
- Ragnerock, an AI data analysis tool · hn · 2026-04-28 · 13 upvotes · similarity 0.41
- jev-chat · github · 2026-09-18 · 91 upvotes · similarity 0.40
- RAG in 3 Lines of Python · hn · 2025-12-04 · 41 upvotes · similarity 0.39
- Be the ChatBOT · hn · 2026-07-16 · 55 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.