About Unifeast Chatbot
Unifeast Chatbot is an MCP server in the RAG category: food recommendation chatbot using LangChain, MCP servers, and Pinecone semantic search. ML and AI Part of the project Unifeast.
Install
From source
git clone https://github.com/Q3Q-A-OAO/Unifeast-ChatbotThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
UniFeast MCP Chatbot
Food recommendation chatbot using Amazon Bedrock Inline Agents and MCP servers.
Prerequisites
- AWS account with Bedrock access
- AWS CLI installed and configured
- Python 3.11+
- Docker installed and running
- Claude 3.5 Sonnet model access enabled
Quick Start
- Install dependencies
pip install -r requirements.txt
- Start PostgreSQL database
docker-compose up -d postgresql
- Set up AWS credentials
export AWS_PROFILE=your-profile
export AWS_REGION=us-east-1
- Test database connection
# Verify PostgreSQL is running
docker-compose ps
Project Structure
mcp-chatbot/
├── src/
│ ├── mcp_servers/ # 4 MCP servers (users, food, crowd, summary)
│ └── inline_agent_sdk.py # Main SDK
├── config/
│ └── postgresql/ # Database initialization
└── docker-compose.yml # PostgreSQL only
Next Steps
- Create MCP servers (Phase 2)
- Create InlineAgent SDK (Phase 2)
- Test integration (Phase 3) # Force redeploy - Sun Oct 5 05:39:49 BST 2025
Force complete Railway rebuild - Sun Oct 5 05:46:58 BST 2025
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.