Self-Querying and Query Planning — Roadmap Step & Resources
Having a model generate its own retrieval queries and filters
- 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: Self-Querying and Query Planning.
- LangChain Documentation (Article) — Official documentation on advanced RAG patterns including agentic retrieval. Relevant to: Self-Querying and Query Planning.
Part of
- Advanced RAG Architectures — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path