Build AI Halal Chatbot (RAG System with Quran & Hadith) – MVP

Job ID: 40326420

Budget: ₹50,000 – ₹120,000 INR

Title: Build AI Halal Chatbot (RAG System with Quran & Hadith) – MVP

Description:

I am building an AI-powered Halal guidance platform called “Halaly AI”.

The goal is to create a chatbot that answers user questions based strictly on authentic Islamic sources (Quran and Hadith) using a Retrieval-Augmented Generation (RAG) system.

This is Phase 1 (MVP). Future phases will expand into halal products, travel, and finance.

Scope of Work (MVP Only):

AI Chatbot

User can ask questions (e.g., “Is this halal?”, “What does Islam say about interest?”)

AI must answer ONLY using provided Quran and Hadith or recognised historical context

If no answer found, respond: “I don’t know”

RAG Implementation

Retrieve relevant verses or hadith

Inject into prompt as context

Generate accurate, source-based response

Data Integration

Quran dataset (API or local dataset)

Basic Hadith dataset (Sahih Bukhari / Muslim preferred)

Vector Database

Store embeddings for Quran/Hadith

Enable fast semantic search

Admin Panel (Simple)

Ability to add/update/delete knowledge entries

Basic Web Chat Interface

Simple chat UI (no advanced design needed)

Preferred Tech Stack:

AI: Ollama (local LLMs like Llama 3 / Qwen)

Backend: Python (FastAPI or Flask)

Framework: LangChain (or similar)

Vector DB: ChromaDB

Frontend: React (simple UI)

Requirements:

Experience with RAG systems

Experience with LLMs (OpenAI, Ollama, etc.)

Ability to demonstrate previous chatbot/AI work

Clean, scalable code

Important Notes:

Accuracy is critical (Islamic content must not be fabricated)

AI must not hallucinate answers

Must follow strict system prompt rules

Project Goal:

Build a working MVP that can be tested with real users. Future work and long-term collaboration possible.

Please include in your proposal:

Relevant past AI/chatbot projects

Tech stack you recommend (if different)

Timeline for MVP completion

Any suggestions to improve the system

Budget:

Open to proposals, but this is MVP scope only (not full platform).

Looking for serious and experienced AI developer for long-term collaboration.