Frontier quality. Local first.
A fast System 1 model plans every request and routes each step to the open model built for it. Decisions get a tight budget. Irrelevant context is filtered before it costs a token. No per-token API bill.
smartloop.ai/docs/intro/
#LocalAI
Processing contracts locally on an M4 Mac with 24GB. No cloud, nothing uploaded.
Smartloop runs /contract-review over the Halbrook Wren LLP sample (five fictional contracts) and flags the discrepancies between them.
Try the same sample: smartloop.ai/docs/templates/โฆ
#localAI
๐ฆ Docent: open-source terminal app, 100% Rust.
๐ Process your personal documents
๐ Cross-validate with the latest web info
๐ Runs 100% on your device
Your Claude Code for documents.
๐ป macOS ยท Windows ยท Linux ยท DGX Spark
๐ฅ Demo: M4 Mac, 24GB
โฌ๏ธ github.com/smartloop-ai/doceโฆ






