Atomic interoperability assertions that back vendor and standards claims across the identity-aware AI security architecture.
Cerbos integrates with LangChain-orchestrated RAG pipelines to enforce fine-grained authorization policies by generating and applying pre-retrieval filters to vector store queries, ensuring only authorized data is retrieved and passed to the Large Language Model.
Open Policy Agent can be used in a filtered-retrieval runbook where policy decisions are evaluated or compiled into constraints that an application maps onto Weaviate's native query filters before vector or hybrid search, helping enforce identity-aware retrieval boundaries.
Open Policy Agent can be used in a filtered-retrieval runbook where policy decisions are evaluated or compiled into constraints that an application maps onto Pinecone's native metadata filters before search, helping enforce identity-aware retrieval boundaries.
Cerbos documents that its query plan API can translate authorization policy into Weaviate-compatible query filters before retrieval, allowing Pillar A identity-aware authorization to constrain which objects and chunks Weaviate returns in a RAG workflow.
Cerbos documents that its query plan API can translate authorization policy into Pinecone-compatible metadata filters before retrieval, allowing Pillar A identity-aware authorization to constrain which vectors and document chunks Pinecone returns in a RAG workflow.