Vector-search

Published on
August 26, 2026
Building a RAG Agent for Legal Documents: V1
ai rag local-ai ollama langchain embeddings vector-database vector-search similarity-search legal-tech python docker chroma gemma gemma-3-12b nomic nomic-embed-text-v1
A local-first RAG system that uses open-source LLMs, embeddings, and vector search to answer questions across legal documents with grounded source citations.

Building a RAG Agent for Legal Documents: V1