Preventing Data Leakage Through Retrieval — Roadmap Step & Resources
Avoiding a RAG system exposing content it shouldn't
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Study resources
- Pinecone Learning Center (Article) — A vector database provider's extensive educational content on embeddings, retrieval and RAG architecture. Background reading/viewing for: Preventing Data Leakage Through Retrieval.
- Hugging Face Documentation (Article) — Official documentation relevant to access control for retrieval systems. Relevant to: Preventing Data Leakage Through Retrieval.
Part of
- Security and Access Control in RAG — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path