🍛 MASala: Multi-Agent AI That Cooks Up Recipes Just for You
~ From fridge to feast, MASALA plans it all.

• 👨‍💻 Dhyey Joshi
• 👨‍💻 Ashutosh Gupta
• 👩‍💻 Vedika Shinde
• 👨‍💻 Naman Shah

Our Multi-Agent System intelligently assists users in discovering healthy, personalized recipes using real-time inputs such as available ingredients, dietary restrictions, and allergies. With agents collaborating as an Analyzer, Nutritionist, Chef, and Presenter, the system ensures safe, delicious, and nutrition-aware meals — all generated automatically using modern AI.

By leveraging AI agents to simplify healthy cooking at home, our system:

• Reduces cognitive load on users,
• Promotes food safety through allergy and dietary filtering,
• Encourages smarter, personalized eating habits.

It’s a modern take on accessible wellness — powered by collaborative intelligence.

MASala AI is a creative, multi-agent system that generates personalized recipes for users by coordinating a set of intelligent agents. It adapts to user preferences, dietary needs, and allergies, delivering healthy and delicious options.

Watch MASala AI in action!
👉 Click here to view the demo on YouTube

All agents communicate through shared data, orchestrated via CrewAI, ensuring a seamless flow and conflict-free coordination.

• ⚙️ CrewAI – Orchestrates agent behavior and logic.
• 🧠 Gemini (Google AI) – Powers intelligent agent reasoning.
• 🔗 LangChain + LangSmith – Memory, observability, and traceable runs.
• 🎨 Pollinations API – Generates AI-based food imagery.
• 🚀 FastAPI – Powers the backend REST API.
• 💡 React.js – Interactive frontend dashboard.

git clone https://github.com/Naman009/MASala.git
cd MASala

Create a .env file with the following:

LANGSMITH_TRACING=true
LANGSMITH_ENDPOINT="https://api.smith.langchain.com"
LANGSMITH_API_KEY="your_langsmith_key"
LANGSMITH_PROJECT="your_project_id"
GOOGLE_API_KEY="your_google_api_key"
SERPER_API_KEY="your_serper_key"

python -m venv masala_env
source masala_env/bin/activate  # Windows: masala_env\Scripts\activate
pip install -r backend/requirements.txt

cd backend
uvicorn main:app --reload

cd frontend
npm install
npm run dev

• ✅ View active agents and their current tasks.
• 📡 Real-time communication and trace logs.
• 🍽️ Final JSON response and shareable recipe visual from Pollinations AI.
• 📊 Agent status: Working, Pending, Completed

This project is licensed under the MIT License. See the LICENSE file for details.

• CrewAI
• LangSmith
• Gemini by Google AI
• Pollinations AI