Replace TinyAgents with TinyInference - #121
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Add the tinylinference repository as a submodule under vendor/tinylinference to make the dependency available for local development and builds. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Replace the TinyAgents SDK dependency with the provider-neutral TinyInference crate across the workspace. TinyMemory's core and module crates only need the chat and embedding model traits, not the agent runtime or session behavior that TinyAgents bundles. The new dependency is lighter and avoids carrying a second top-level submodule checkout, since TinyCortex already pins TinyAgents internally. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
…crates/tinymemory-core/src/tree Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Declare the test module for embedding adapter tests, enabling the test suite to be discovered and run by the test runner. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Replace the tinyagents dependency with the new tinyinference crate across the embedding adapter, factory, and test files. This change consolidates embedding functionality into a dedicated inference crate, removing the unused rusqlite dependency and cleaning up formatting in error messages and assertions. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
The Cargo.lock file is updated to reflect the addition of the `httpdate` crate and the new `tinyinference` workspace crate, along with the removal of the `rusqlite` and `tinyagents` dependencies from the `tinymemory-module` crate. This keeps the lock file in sync with the current dependency graph after changes to the workspace's Cargo.toml files. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
The `cache_identity` method was removed from `BusChatModel` and its corresponding test assertion was deleted because the caching identity concept is no longer needed for the bus-based chat model. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
The branch setting was removed from the tinyagents submodule configuration so that the submodule will track the commit referenced in the parent repository rather than following a moving branch target. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Remove the top-level tinyagents submodule and update all references to point to tinyinference instead, since the engine now uses TinyCortex's internal TinyAgents pin rather than a workspace-level one. The README and inline documentation are updated to reflect that tinyinference is the provider-neutral inference API consumed by the memory layer, while TinyAgents remains a transitive dependency of TinyCortex only. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Co-authored-by: Medulla <medulla@tinyhumans.ai>
Change the license field in every crate's Cargo.toml from MIT to GPL-3.0-only to align the entire workspace under a single copyleft license. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Update the pinned commit for the tinycortex vendored dependency to include the latest upstream changes. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Updated the pinned commit for the tinyinference vendored dependency to include the latest upstream changes. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
The TinyInference embedding adapter and its associated test module have been removed from the core crate. This code is no longer needed as the embedding provider abstraction has been relocated to a different part of the codebase. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
…ache identity Replace the custom `LongContextOllamaEmbeddingModel` with the upstream `OllamaEmbeddingModel` from tinyinference, which now handles context token configuration internally. This change also adds a `cache_identity` method to the bus chat model to enable response caching per role, and updates test fixtures to include new required fields for chat responses. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Add an assertion to confirm that the model created via the chat bridge returns the expected cache identity, ensuring the identity propagation works correctly across module boundaries. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Update the pinned commit for the tinycortex vendored dependency to a newer revision. This pulls in upstream fixes or improvements without changing the public interface. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
The `short_id` and `title_case` utility functions were only used in test code, so they have been moved into the test module to keep the production code lean and avoid dead code warnings. An orphaned doc comment in the identity module was also removed as part of this cleanup. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Moved the `tinyinference` import after the `crate` imports to follow the standard Rust import ordering convention where external crate imports come after local crate imports. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
The `TestComposioHost` struct and its associated `NO_SESSION` constant were removed from the test seams module because they are no longer referenced by any test or production code, reducing dead code and simplifying the test infrastructure. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Update the pinned commit for the tinycortex vendored dependency to include the latest changes from its upstream repository. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
…ents # Conflicts: # crates/tinymemory-core/src/sources/reconcile.rs # crates/tinymemory-core/src/store/identity.rs
Reordered import statements in both the chat module and its test file so that `tinybus` imports appear before `tinyinference` imports, aligning with the project's standard import ordering convention. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Included review availability: Your plan provides up to 1 included review per hour; 0 remain after this review. 📝 WalkthroughWalkthroughThe repository replaces TinyAgents with vendored TinyInference, updates Cargo resolution and Rust integrations, adds store identifier helpers and tests, revises documentation, and changes workspace crate licenses to GPL-3.0-only. ChangesTinymemory updates
Estimated code review effort: 3 (Moderate) | ~20 minutes Merge Risk: ⚪ Minimal · up to The PR replaces the inference dependency and updates related licensing and documentation; no actionable merge-blocking risk remains after normal checks and review. Poem
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Update the pinned commit of the tinycortex vendored dependency to a newer revision, incorporating upstream changes. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
senamakel
marked this pull request as ready for review
August 30, 2026 18:17
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How this change flows0 changed behaviours across 4 relationships. 5 surrounding behaviours are shown (60 graph nodes walked). 58 further behaviours left out to keep the diagram readable. flowchart LR
n0["Result"]:::impacted
n1["effective_embedding_settings"]:::impacted
n2["ChatHost"]:::impacted
n3["effective_embedding_settings_probed"]:::impacted
n4["...settings_keep_ollama_when_daemon_responds"]:::impacted
n2 -->|uses| n0
n3 -->|calls| n1
n4 -->|calls| n3
n4 -->|tests| n3
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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marked this pull request as draft
August 30, 2026 18:21
Updated documentation and submodule configuration to reflect the rename of TinyAgents to TinyInference. The .gitmodules URL was changed from SSH to HTTPS, and README files in the tree and embed directories now reference TinyInference instead of TinyAgents for embedding model providers. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Actionable comments posted: 3
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Inline comments:
In @.gitmodules:
- Line 11: Update the tinyinference submodule URL in .gitmodules from SSH to the
HTTPS URL, matching the format used by the other public submodules so recursive
setup works without SSH credentials.
In `@crates/tinymemory-module/src/lib.rs`:
- Around line 16-19: Complete the compile-order paragraph around the native
SQLite build by replacing the fragment ending in “does not leave. That” with a
grammatically complete sentence that explicitly states what the build does not
leave, while preserving the existing measured crate-count and profile details.
In `@README.md`:
- Around line 152-153: Update the README dependency guidance to state that all
five Cargo patch entries are required, and explicitly identify both
tinyinference patches: the crates.io patch and the source-specific TinyInference
patch. Keep the existing explanation of the other entries unchanged.
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Cargo.lockis excluded by!**/*.lockcrates/tinymemory-module/Cargo.lockis excluded by!**/*.lock
📒 Files selected for processing (35)
.gitmodulesCargo.tomlREADME.mdcrates/tinymemory-api/Cargo.tomlcrates/tinymemory-bus/Cargo.tomlcrates/tinymemory-conformance/Cargo.tomlcrates/tinymemory-core/Cargo.tomlcrates/tinymemory-core/src/chat.rscrates/tinymemory-core/src/chat_host.rscrates/tinymemory-core/src/embedding_adapter.rscrates/tinymemory-core/src/engine/mod.rscrates/tinymemory-core/src/store/factories.rscrates/tinymemory-core/src/store/factories_tests.rscrates/tinymemory-core/src/store/identity.rscrates/tinymemory-core/src/store/memory_trait_tests.rscrates/tinymemory-core/src/test_seams.rscrates/tinymemory-core/src/tree/score/embed/factory.rscrates/tinymemory-core/src/tree/score/embed/mod.rscrates/tinymemory-core/src/tree/tree_runtime/engine.rscrates/tinymemory-core/src/tree/tree_runtime/engine_tests.rscrates/tinymemory-documents/Cargo.tomlcrates/tinymemory-module/Cargo.tomlcrates/tinymemory-module/src/chat.rscrates/tinymemory-module/src/chat_test.rscrates/tinymemory-module/src/lib.rscrates/tinymemory-module/tests/module_e2e.rscrates/tinymemory-remote/Cargo.tomlcrates/tinymemory-sources/Cargo.tomlcrates/tinymemory-sync/Cargo.tomlcrates/tinymemory-testing-ui/Cargo.tomlcrates/tinymemory-tinycortex/Cargo.tomlcrates/tinymemory/Cargo.tomlvendor/tinyagentsvendor/tinycortexvendor/tinyinference
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- crates/tinymemory-core/src/store/identity.rs
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Update the pinned commit of the vendor/tinycortex subproject to a newer revision, incorporating upstream changes. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
senamakel
marked this pull request as ready for review
August 30, 2026 18:37
…uide The README now correctly states that five patch entries are required instead of four, reflecting the addition of the TinyInference source patch. The comment in the library documentation is also updated to clarify that the native SQLite build remains in the dependency graph rather than leaving it. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
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The `short_id` helper function was defined in the production source file but only used in tests. Moving it into the test module keeps test-only code out of the production binary and makes the dependency clearer. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Add a historical note to the dependency-count table and update surrounding prose to past tense, clarifying that the measurements were taken before the TinyInference migration and should not be used as present-day claims. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
Rewrap two paragraphs that exceeded the 80-character line limit, breaking them at sentence boundaries for consistent formatting without changing any content. Auto-committed-on: macbook Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Summary
Replace TinyMemory's direct TinyAgents dependency with provider-neutral TinyInference, remove the redundant top-level TinyAgents submodule, and update the embedded TinyCortex gitlink to the merged tinyhumansai/tinycortex#159. TinyInference is pinned to current main (
cc8aca4), and all first-party crates are relicensed under GPL-3.0-only.Related issue
None. Dependency tinyhumansai/tinycortex#159 is merged.
API or behavior changes
Validation
Commands actually run, with their outcome:
cargo fmt --all -- --checkcargo clippy --all-targets --all-features -- -D warningscargo build --all-targets --all-featurescargo test --all-featurescargo fmt --manifest-path crates/tinymemory-module/Cargo.toml -- --checkcargo clippy --manifest-path crates/tinymemory-module/Cargo.toml --all-targets --all-features -- -D warningscargo build --manifest-path crates/tinymemory-module/Cargo.toml --all-targets --all-featurescargo test --manifest-path crates/tinymemory-module/Cargo.toml --all-featuresTests
Updated the TinyBus chat bridge tests to pin TinyInference response metadata and cache identity. The full workspace suite, 68 module unit tests, and all isolated dynamic-module loader cases pass.
Documentation
Updated the dependency/consumer patch instructions, tree ownership notes, module dependency explanation, and GPL license metadata.
Checklist
#[allow(...)],#[ignore], or relaxed lints.envcontents in the diff or the descriptionSummary by CodeRabbit
New Features
Bug Fixes
Documentation
License