Ango Knowledge Base Agent + Nebius AI

This example demonstrates how to create an agent with specialized knowledge. We'll build a Thai cuisine expert by:

1. Loading a PDF containing Thai recipes into a knowledge base
2. Setting up a vector database to store and retrieve this information efficiently
3. Configuring the agent to prioritize its knowledge base while still being able to search the web

This type of agent is ideal for specialized domains where you want to combine proprietary knowledge with the ability to find supplementary information.

Install required packages for this notebook

• agno: The agent framework we'll be using
• duckduckgo-search: For web search capabilities
• pypdf: For processing PDF documents
• Couchbase: For vector storage

Multi-Agent System

This example demonstrates how to create a team of specialized agents that work together. We'll build:

1. A web search agent for finding general information
2. A finance agent for retrieving financial data
3. A coordinator agent that delegates tasks to the specialized agents

This approach allows us to create more powerful systems by combining specialized capabilities.