similarity-search-patterns
Pass
Audited by Gen Agent Trust Hub on Feb 27, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a reference guide for developers, containing Python templates for integrating various vector databases. The code follows best practices for data handling, such as using parameterized queries in the PostgreSQL example to prevent SQL injection.
- [EXTERNAL_DOWNLOADS]: The templates reference standard Python client libraries, including
pinecone,qdrant-client,weaviate-client, andasyncpg. These are well-known, official packages for their respective services. - [DATA_EXFILTRATION]: No suspicious network activity or unauthorized data transmission patterns were found. The code operates strictly within the scope of interacting with defined database endpoints provided by the user.
- [REMOTE_CODE_EXECUTION]: The search reranking template utilizes the
sentence-transformerslibrary to load a cross-encoder model from a public repository. This is a standard procedure for advanced semantic search and does not involve arbitrary command execution.
Audit Metadata