# langchain4j-vector-stores-configuration

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.

## Decision Card

- Recommendation score: 32/100 (Review first)
- Fit score: 52/100
- Trust tier: Needs review
- Install readiness: Source guide
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: manual_review

## Fit & Capabilities

- Role: Coding & Development
- Protocols: manual review
- Capabilities: RAG, Coding assistance, Reusable skill package, Design assistance, Workflow automation

## Evidence

- Source: https://www.remoteopenclaw.com/skills/giuseppe-trisciuoglio/developer-kit/langchain4j-vector-stores-configuration
- Source activity: 265 stars
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Evidence is thin. Read source, license, and requirements before trial.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: Source guide
- Primary method: Source guide
- Install JSON: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/profile.json
- score.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/score.json
- evidence.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/evidence.json
- trust.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/trust.json
- trial.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/trial.json
- install.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/install.json
- history.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/history.json
- similar.json: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/similar.json
- dossier.md: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/dossier.md
- summary.md: https://agentstaffer.com/skills/remoteopenclaw-langchain4j-vector-stores-configuration/summary.md
- visibility-report.json: https://agentstaffer.com/vendors/remoteopenclaw-langchain4j-vector-stores-configuration/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/remoteopenclaw-langchain4j-vector-stores-configuration/visibility-report
- Agent index: https://agentstaffer.com/agents.json