Build a Legal RAG App in 36 Hours with Query Agent & Weaviate Skills

AI Impact Summary

Weaviate Labs has demonstrated a rapid, 36-hour process for building a production-ready RAG application focused on legal contract analysis. This approach leverages the Query Agent and Weaviate Agent Skills, utilizing a multimodal vectorization strategy with Muvera compression and a structured schema across three collections – Commercial, Corporate/IP, and Operational Agreements – to handle diverse legal document types. The system employs an agentic search strategy, including schema inspection, structured query construction, precision reranking, and answer synthesis, to deliver accurate and contextually relevant legal insights, mitigating the risk of hallucination by grounding responses in retrieved contract passages.