Replace TinyAgents with TinyInference - #159
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Co-authored-by: Medulla <medulla@tinyhumans.ai>
Co-authored-by: Medulla <medulla@tinyhumans.ai>
Co-authored-by: Medulla <medulla@tinyhumans.ai>
Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Included review availability: Your plan provides up to 2 included reviews per hour; 0 remain after this review. 📝 WalkthroughWalkthroughThe project replaces TinyAgents references with pinned TinyInference APIs, removes the vendored submodule, updates GPL-3.0-only licensing references, revises persona and audit documentation, and consolidates card-number prefix checks. ChangesTinyInference migration
GPL licensing update
PII check consolidation
Estimated code review effort: 3 (Moderate) | ~20 minutes Merge Risk: ⚪ Minimal · up to The dependency, example, license, and documentation updates are merge-ready after normal checks and review; no actionable merge-blocking risk remains. Poem
🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
Full details: Docstring CoverageExplanation Docstring coverage is 46.15% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 13 functions across 6 files. (1 skipped: 1 unsupported.)
Warning Your free Security trial is over. An organization admin can activate Security or dismiss this notice. Comment |
How this change flows1 changed behaviour across 2 relationships. 2 surrounding behaviours are shown (60 graph nodes walked). 54 further behaviours left out to keep the diagram readable. flowchart LR
n0["main<br/>changed"]:::changed
n1["PersonaState"]:::impacted
n2["call"]:::impacted
n0 -->|uses| n1
n2 -->|uses| n1
classDef changed fill:#0d4429,stroke:#238636,color:#e6edf3
classDef impacted fill:#161b22,stroke:#6e7681,color:#c9d1d9
classDef flagged fill:#5a1e02,stroke:#d93f0b,color:#ffffff
classDef blocking fill:#67060c,stroke:#f85149,color:#ffffff
Green: changed behaviour. Grey: surrounding behaviour. Arrows name the call, use, implementation, or test relationship. Orange: has findings. Red: has a finding that blocks the merge. |
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Inline comments:
In `@docs/plan/06-persona-agent-demo.md`:
- Around line 83-88: Update the live-results section to match the one-call
model.invoke flow described for persona_agent: remove or revise the stale
“decision agent” title and replace the outdated model/tool call counts, or
clearly label those measurements as historical.
In `@examples/persona_agent.rs`:
- Around line 23-25: Document the PERSONA_IDENTITY environment variable
alongside the existing environment entries, noting that it overrides the persona
identity used in the prompt through overview. Keep the documentation consistent
with the surrounding variable descriptions.
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Fix all unresolved CodeRabbit comments on this PR:
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Cargo.lockis excluded by!**/*.lock
📒 Files selected for processing (21)
.cargo/config.toml.gitmodulesCONTRIBUTING.mdCargo.tomlLICENSEREADME.mdapi/Cargo.tomlbenchmarks/effectiveness/Cargo.tomldocs/plan/06-persona-agent-demo.mddocs/spec/README.mddocs/spec/audit/09-verification-infrastructure.mddocs/spec/audit/10-simplification-dead-weight.mdexamples/persona_agent.rsgitbooks/contributing.mdgitbooks/faq.mdsrc/memory/chunks/signature.rssrc/memory/health.rssrc/memory/health_tests.rssrc/memory/store/safety/pii/checks.rssrc/memory/store/vectors/embedding.rsvendor/tinyagents
💤 Files with no reviewable changes (3)
- vendor/tinyagents
- .cargo/config.toml
- .gitmodules
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Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Reviewed commit: 3f56a746c1
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| **Resolved:** TinyCortex now depends on the provider-neutral `tinyinference` | ||
| crate and no longer carries the TinyAgents runtime or submodule. The original | ||
| finding below is retained as audit history. |
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The dependency was renamed, but the condition described by SW-1 still exists: Cargo.toml now points tinyinference at an unpublished Git revision rather than a vendored or registry package. Fresh/offline builds still require access to that repository, and this dependency would still prevent future crates.io packaging, so marking the entire finding resolved hides the remaining supply-chain and publishing work; describe it as only partially resolved until TinyInference is published or vendored.
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Summary
cc8aca4) and remove the TinyAgents submoduleAPI Or Behavior Changes
EmbeddingModelintegrations now usetinyinference::embeddings::EmbeddingModelinstead of the historical TinyAgents path.Tests
cargo fmt --all -- --checkcargo clippy --all-targets --all-features -- -D warningscargo build --all-targets --all-featuresulimit -n 8192; cargo test --all-features(1,565 unit tests plus integration tests and doctests passed; one credentialed live test remained ignored)Documentation
Updated README license badge, contributor docs, FAQ, persona demo plan, and audit resolution notes.
Summary by CodeRabbit
Changes
Bug Fixes
Documentation
PERSONA_IDENTITYsetting for customizing assistant identity labels.License