{"slug":"giuseppe-trisciuoglio-langchain4j-vector-stores-configuration","source_name":"giuseppe-trisciuoglio/langchain4j-vector-stores-configuration","name":"Giuseppe Trisciuoglio/Langchain4j Vector Stores Configuration","description":"Provides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating vector databases (PostgreSQL/pgvector, Pinecone, MongoDB, Milvus, Neo4j), implementing embedding storage/retrieval, setting up hybrid search, or optimizing vector database performance for production AI applications.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":85,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T13:37:58.204350+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":90.9,"without_pass_pct":59.1,"tokens_delta_pct":85,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-21T13:37:58.204350+00:00","run_id":"5b4def8f-45ad-42e2-a946-831e3e2e452a","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"33b3704717d40dde1e6e3130fd3266eebae8024217db66e6a9d667bb86ec8b97","raw_url":"https://app.decimal.ai/s/giuseppe-trisciuoglio-langchain4j-vector-stores-configuration/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/giuseppe-trisciuoglio-langchain4j-vector-stores-configuration"}