COMPANY
Stanford DSPy
About Stanford DSPy
Framework for programmatically compiling declarative LM prompts and retrieval pipelines.
Editorial Notes
Authoritative entry for Stanford DSPy in the context infrastructure ecosystem.
Core Focus Concepts
Retrieval-Augmented Generation
An architectural pattern that dynamically retrieves relevant external information and injects it into an LLM's prompt window to ground text generation in factual, up-to-date knowledge.
Advanced RAG
A sophisticated architecture for Retrieval-Augmented Generation that incorporates multi-stage processing like pre-retrieval query rewriting, hybrid search, second-stage re-ranking, and post-retrieval context compression.
Market Classification
Details
Websitegithub.com/stanfordnlp/dspy