luigidemasi opened a new pull request, #27494:
URL: https://github.com/apache/camel/pull/27494
# Description
The semantic language currently assumes instruction-driven boolean, choice
and score evaluations. This change lets each expert declare a static contract
for its operations, accepted input shapes, parameters and result meaning. Camel
validates that contract; the expert owns omitted defaults and applies decision
policy exactly once.
- Add operation and parameter annotations, structured input, and
classification results alongside boolean, choice and score results.
- Support named evaluations and nested typed parameters consistently in
Java, YAML and XML, with validation before startup or publication of
replacements.
- Add `${semantic('name')}` to Simple, preserving typed values and requiring
a boolean operation when used as a bare predicate.
- Migrate TypeSafe AI to the contract, including its threshold and
uncertainty policy, and update documentation, generated schemas and catalog
metadata.
Validation on the rebased commit:
- Full root `mvnd -B -ntp -Dmaven.build.cache.enabled=false clean install
-DskipTests`: 699 modules passed; no generated-file drift.
- `camel-semantic`: 237 tests; `camel-typesafe-ai`: 198 tests.
- YAML DSL: 463 tests; YAML validator: 222 tests.
- Focused Simple regression suite: 61 tests. All 1,181 tests passed with no
failures, errors or skips.
- `-Psourcecheck` validation passed for the eight affected runtime, DSL and
catalog modules.
Regression coverage includes boolean-only Simple predicates, TypeSafe
uncertainty-band boundaries and policies, criteria collisions, structured
inputs, declaration replacement and YAML reload, parameter placeholders, and
schema constraints.
# Target
- [x] The change targets `main` (Camel 4).
# Tracking
- [x] Tracked by
[CAMEL-25382](https://issues.apache.org/jira/browse/CAMEL-25382).
# Apache Camel coding standards and style
- [x] The single signed commit has a meaningful subject and body.
- [x] Ran the full root `clean install -DskipTests` build using `mvnd`, and
all generated changes are committed.
# AI-assisted contributions
- [x] The commit includes AI co-authorship attribution and a Signed-off-by
trailer. This contribution was prepared with Codex on behalf of @luigidemasi.
Generated by Codex via /oss-fix-issue
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