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ahmed-elsayid/Multi-Stage-RAG-Mental-Health-Support-Chatbot

Multi-stage RAG chatbot for mental health support — combining language detection, emotion classification, intent routing, and Qdrant-powered retrieval with Groq LLM streaming responses.

Jupyter Notebook ⑂ 1 forks GitHub ↗
★ 1
stars
100
AI relevance
50
solo dev
0
tool sigs

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🧠 LLM providers (1)
Groq
🌐 Web frameworks (2)
Streamlit FastAPI

GitHub Topics

#fastapi #groq #mental-health #nlp #python #qdrant #rag #streamlit #transformers

Language breakdown (by bytes)

CSS
1.8%
Python
12.6%
Jupyter Notebook
85.6%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description +25 matched: llm
GitHub topics +25 matched: rag
README head +20 (derived from the score — README text is not stored)

Total AI relevance score: 100 / 100

Position among AI repos in the same language

We track 966 Jupyter Notebook repos, of which 715 score 40 or above on AI relevance. 22 have more stars than this one (top 2.4%), and 0 score higher (top 0.1%).

Owner

Account
ahmed-elsayid
Type
User
Followers
8

Dates

Created on GitHub 2026-05-30
Last push 2026-06-02
First seen here 2026-05-30
Last fetched 2026-08-08 16:15

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