Quira is a next-gen Python RAG framework featuring speculative vector search, Context Tetris for token compression, and differential caching to eliminate redundant API costs.
-
Updated
Aug 20, 2026 - Python
Quira is a next-gen Python RAG framework featuring speculative vector search, Context Tetris for token compression, and differential caching to eliminate redundant API costs.
Speculative web retrieval before query submission — an exploratory trace-replay research artifact
Add a description, image, and links to the speculative-retrieval topic page so that developers can more easily learn about it.
To associate your repository with the speculative-retrieval topic, visit your repo's landing page and select "manage topics."