shikumi-tools: Typed tools and ReAct agents for shikumi LM programs (EP-11)
Typed tools and multi-step ReAct agents for shikumi. A Tool i o is an ordinary
function over record types whose JSON-Schema argument shape is Generic-derived
(reusing the schema generator from the signatures plan) and which lowers to
baikai's untyped wire Tool (MasterPlan integration point #8). A heterogeneous
ToolRegistry erases the per-tool i/o behind an existential while retaining
the decode/encode dictionaries, so a ReAct loop can dispatch by the name the model
emits at run time. On top of typed tools, react/reactWithTrajectory build a
Program i o whose embedded loop alternates propose -> dispatch -> observe until
the model finishes or a bound is hit, then extracts the typed answer — recording a
structured Trajectory throughout. The whole agent is a first-class, composable,
inspectable shikumi program. Every test runs against a deterministic mock LM with
no network.
Downloads
- shikumi-tools-0.4.0.0.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
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For package maintainers and hackage trustees
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| Versions [RSS] | 0.1.0.0, 0.1.0.1, 0.2.0.0, 0.3.0.0, 0.3.0.1, 0.3.0.2, 0.3.0.3, 0.4.0.0 |
|---|---|
| Change log | CHANGELOG.md |
| Dependencies | aeson (>=2.2 && <2.3), baikai (>=0.7.0.0 && <0.8), base (>=4.20 && <5), bytestring (>=0.11 && <0.13), containers (>=0.6 && <0.9), directory (>=1.3 && <1.4), effectful (>=2.5 && <2.7), filepath (>=1.4 && <1.6), generic-lens (>=2.2 && <2.4), http-client (>=0.7 && <0.8), http-client-tls (>=0.3 && <0.5), http-types (>=0.12 && <0.13), lens (>=5.3 && <5.4), process (>=1.6 && <1.7), regex-tdfa (>=1.3 && <1.4), shikumi (>=0.4.0.0 && <0.5), text (>=2.1 && <2.2), vector (>=0.13 && <0.14) [details] |
| License | BSD-3-Clause |
| Author | Nadeem Bitar |
| Maintainer | nadeem@gmail.com |
| Uploaded | by shinzui at 2026-09-08T19:34:06Z |
| Category | AI |
| Distributions | |
| Downloads | 64 total (21 in the last 30 days) |
| Rating | (no votes yet) [estimated by Bayesian average] |
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| Status | Docs uploaded by user Build status unknown [no reports yet] |