Recipe Messenger Auto
Automates recipe recommendations via Meta Messenger, responding to user inputs.
About
RecipesMessengerAuto provides a sophisticated chatbot solution that integrates directly with Meta Messenger to deliver personalized recipe recommendations. Built as a FastAPI application, it leverages webhooks to automatically process user messages. At its core is an intelligent agent, powered by LangGraph, which orchestrates various tools in a loop to generate tailored responses. This includes searching a Pinecone vector database for existing recipes and utilizing a creative LLM-powered tool to invent custom ingredient ideas, all while using centralized, reusable MCP tools for efficiency. Users simply message the bot on Meta Messenger and receive instant, relevant recipe suggestions.
Key Features
- Pinecone vector database search for diverse recipes
- 0 GitHub stars
- LLM-driven creative recipe ingredient generation
- Automated recipe recommendations via Meta Messenger
- Integration with reusable centralized MCP tools
- Intelligent agent powered by LangGraph for conversational flow
Use Cases
- Providing automated recipe recommendations to users on Meta Messenger
- Developing interactive food discovery platforms via chat
- Automating personalized culinary content delivery
