bilgeyucel/multimodal-agent-workshop

Implements a complete indexing and retrieval pipeline using CLIP embeddings for multimodal content, enabling the agent to search across both PDFs and images via RAG tools. Deploys as a production-ready API through Hayhooks integration, transforming the interactive notebook workflow into a callable service. Demonstrates practical safety patterns including human-in-the-loop approval gates for sensitive operations like expense reimbursement requests.