023a65c044
Guardrails support. I also introduced a new `langchain4j-test` module which can be a future place to put in some testing utilities. For now I have several assertj-based assertion classes that can be used for asserting guardrails. (see https://docs.quarkiverse.io/quarkus-langchain4j/dev/guardrails.html#_unit_testing for current details). Additionally, I've introduced a new `integration-tests` where we can build various sets of test suites (think things that use/need `ServiceLoader`s). This way we can test various implementations of things for frameworks that may extend LangChain4j (Quarkus, Spring, etc). I've tried to include as much "genericism" as I can into this so that downstream frameworks can re-use this without having to re-implement. I'll have @geoand / @cescoffier review this too before merging. ## To-do list - [x] Initial scaffolding for being able to define guardrails - [x] Guardrail testing utilities - [x] Wire guardrails into `AiService`s via annotations - [x] Wire guardrails into `AiService`s using the builder - [x] Handle output guardrails on streaming responses - [x] Lots of tests - [x] Documentation Fixes #2549 --------- Co-authored-by: Lize Raes <49833622+LizeRaes@users.noreply.github.com> Co-authored-by: Dmytro Liubarskyi <ljubarskij@gmail.com> |
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README.md
Some integration tests for the ClassInstanceLoader, implemented with Spring.