vectordb-patterns
Pass
Audited by Gen Agent Trust Hub on Oct 15, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is entirely educational and contains standard code snippets for vector database integration, metadata filtering, and embedding drift detection.
- [SAFE]: No signs of obfuscation, remote code execution, or data exfiltration were detected. The code uses well-known, legitimate Python libraries.
- [SAFE]: The skill demonstrates secure credential handling by using placeholders (e.g., 'PINECONE_API_KEY') instead of hardcoding sensitive secrets.
- [SAFE]: Database queries in the provided snippets use parameterized inputs (e.g., using psycopg2's %s syntax), which effectively mitigates SQL injection risks in the primary search and upsert logic.
- [SAFE]: The recommended patterns promote security best practices like tenant isolation via dedicated namespaces or payload filters.
Audit Metadata