Building Multi-Agent Systems with CrewAI and Weaviate

AI Impact Summary

This document introduces CrewAI and Weaviate for building multi-agent systems, highlighting a collaborative approach to problem-solving. The core concept involves creating a team of specialized agents – in this case, biomedical, healthcare, and financial – each leveraging tools like Weaviate for vector search and Serper for web access. This architecture allows for more complex reasoning and task execution compared to single-agent systems, demonstrating a practical application of LLMs and vector databases in a dynamic, agent-based environment.