https://rlodhiya.dev/blog Sharing my projects, hobbies, and interests. en-us hello@rlodhiya.dev (Ritwik Lodhiya) hello@rlodhiya.dev (Ritwik Lodhiya) Wed, 26 Aug 2026 00:00:00 GMT https://rlodhiya.dev/blog/building-a-legal-docs-rag-agent/v1-milestone https://rlodhiya.dev/blog/building-a-legal-docs-rag-agent/v1-milestone A local-first RAG system that uses open-source LLMs, embeddings, and vector search to answer questions across legal documents with grounded source citations. Wed, 26 Aug 2026 00:00:00 GMT hello@rlodhiya.dev (Ritwik Lodhiya) airaglocal-aiollamalangchainembeddingsvector-databasevector-searchsimilarity-searchlegal-techpythondockerchromagemmagemma-3-12bnomicnomic-embed-text-v1