Project: RAG Health Chatbot (Module 1 – AAIDC)

How to Run (Linux/Runner):

cd app/api-node && npm install && npm start
# UI: http://localhost:8800/index
ollama pull qwen2.5:3b && ollama pull llama3.2:3b
KB Load (RAW URL in UI → “Download KB”):
https://raw.githubusercontent.com/trivedijigneshkumar11192/readytensor-rag-module1-Public-/main/data/samples/health_kb.jsonl

Architecture:

Embeddings: BAAI/bge-m3 (SentenceTransformers)

Vector DB: Chroma (persisted at data/vectorstores/chroma)

Orchestration: LangChain RetrievalQA (stuff)

LLM: Ollama qwen2.5:3b (primary), llama3.2:3b (fallback)

One-command start: npm start (prestart = venv + deps + Chroma build)

Endpoints:

GET /health — service & KB status

POST /admin/download-health — { "url": "<RAW JSONL/JSON>" }

POST /api/chat — { "query": "...", "lang": "Hinglish|English|..." }

Sample Prompts:

“BP control ke lifestyle tips?”

“Cholesterol LDL kaise kam karu?”

“Diabetes ke early symptoms?”

Repo: https://github.com/trivedijigneshkumar11192/readytensor-rag-module1-Public-

Demo Video: <YouTube Unlisted URL>


> Paste ke baad **Save** dabao. (Agar koi red error dikh raha ho to wahi field complete karo.)

## 4) Files tab
- Tumne `health_kb.jsonl`, `README.md`, `sample1.txt` upload kar diya — **OK**.  
  (Optionally `ui_screenshot.png` aur `QuickStart.pdf` bhi yahin add rakh sakte ho.)

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### Ab “Publish” kyu enable hona chahiye?
- Overview: **Title, Summary, Module, Cover, Tags** ✅  
- Resources: **Code link** ✅  
- Documentation: **Body filled** ✅  
- Files: (optional) already added ✅

Agar phir bhi **Publish grey** ho:
- Page top pe red validation message/outline check karo (koi field miss ho sakta hai).
- Ensure **Module 1** select hai.
- Cover image set hui hai (sirf files upload karna kaafi nahi; “set as cover”/thumbnail field hota hai).
- Agar accidentally **Archived** state me tha, to **Unarchive/Restore** karke phir Save/Publish try karo.
- Last resort: browser refresh, phir Overview → Save → Publish.

karte hi ho jayega. Jo jagah atke (exact field ka naam/border red text), woh yahin likh do—main usi field ka exact