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ai guide RAG 系統實戰

Building a Legal Contract RAG in 36 Hours: Weaviate Query Agent + ColQwen Architecture Breakdown

Using Weaviate Query Agent + ColQwen multi-vector model, a single prompt built a production-grade legal contract search system in 36 hours -- this post breaks down its architecture logic, technology choices, and what you actually need to watch out for.

#rag#weaviate#legal-ai#colqwen#muvera#vector-database#agentic-search
ai guide

Vector Database Selection: How to Choose Between Pinecone, Weaviate, Qdrant, and Vectorize

Vector database selection is more constrained by deployment platform than LLM selection. Determine your platform and scale requirements first, then evaluate features — don't just look at benchmarks.

#rag#vector-database#pinecone#weaviate#qdrant#cloudflare-vectorize