Content Addressable Python Packages

roar-cli

Run Observation & Artifact Registration

cashet

A Python memoization cache with Redis, async support, and an HTTP server.Cache Python function results like git objects. Content-addressable, pipeline-friendly, and CLI-inspectable. Run once, reuse forever.

semq

Deterministic symbolic codes for embedding vectors. Byte-identical across CPUs and languages, content-addressed, diffable and verifiable. C core with Python, Rust, Go and TypeScript bindings.

clickproof

Content-addressed GUI action facts for computer-use agents

dazzle-linklib

Content-addressable link-record library -- the DazzleLib stack's L2 serialization layer (typed locators, content_id, export/import/rebase/scan). Foundation for the dazzlelink CLI, preserve manifests, and Relinker.

runseal

Content-addressed provenance for research runs — prove which data, code, config and environment produced a number, and that none of it changed since. No daemon, no server.

dagshell

A virtual POSIX filesystem with content-addressable DAG structure. Complete shell environment in a JSON file.