<!--
Thank you so much for your contribution!
Please fill in all the sections below.
Please open the PR as a draft initially. Once it is reviewed and
approved, we will ask you to add documentation and examples.
Please note that PRs with breaking changes or without tests will be
rejected.
Please note that PRs will be reviewed based on the priority of the
issues they address.
We ask for your patience. We are doing our best to review your PR as
quickly as possible.
Please refrain from pinging and asking when it will be reviewed. Thank
you for understanding!
-->
## Issue
<!-- Please specify the ID of the issue this PR is addressing. For
example: "Closes #1234" or "Fixes #1234" -->
Closes#3627
## Change
<!-- Please describe the changes you made. -->
Backport [auditing
capabilities](https://docs.quarkiverse.io/quarkus-langchain4j/dev/observability.html#_auditing)
from Quarkus LangChain4j.
## General checklist
<!-- Please double-check the following points and mark them like this:
[X] -->
- [X] There are no breaking changes
- [X] I have added unit and/or integration tests for my change
- [X] The tests cover both positive and negative cases
- [X] I have manually run all the unit and integration tests in the
module I have added/changed, and they are all green
- [X] I have manually run all the unit tests in the
[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)
and
[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)
modules, and they are all green
- [X] I have added/updated the
[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)
- [ ] I have added an example in the [examples
repo](https://github.com/langchain4j/langchain4j-examples) (only for
"big" features)
- [ ] I have added/updated [Spring Boot
starter(s)](https://github.com/langchain4j/langchain4j-spring) (if
applicable)
---------
Co-authored-by: Dmytro Liubarskyi <ljubarskij@gmail.com>
Hi! I have started with the audio transcription and would like to get
feedback to ensure I'm heading in the right direction, as this is my
first PR for this project.
## Issue
Closes#255
## Change
Add Azure OpenAI
## General checklist
<!-- Please double-check the following points and mark them like this:
[X] -->
- [X] There are no breaking changes
- [X] I have added unit and integration tests for my change
- [X] I have manually run all the unit and integration tests in the
module I have added/changed, and they are all green
- [X] I have manually run all the unit and integration tests in the
[core](https://github.com/langchain4j/langchain4j/tree/main/langchain4j-core)
and
[main](https://github.com/langchain4j/langchain4j/tree/main/langchain4j)
modules, and they are all green
<!-- Before adding documentation and example(s) (below), please wait
until the PR is reviewed and approved. -->
- [x] I have added/updated the
[documentation](https://github.com/langchain4j/langchain4j/tree/main/docs/docs)
- [x] I have added an example in the [examples
repo](https://github.com/langchain4j/langchain4j-examples) (only for
"big" features)
- [ ] I have added/updated [Spring Boot
starter(s)](https://github.com/langchain4j/langchain4j-spring) (if
applicable)
---------
Co-authored-by: Mohamed <mohamed.aitabderrahman@gmail.com>
Co-authored-by: Dmytro Liubarskyi <ljubarskij@gmail.com>
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>
github-actions[bot]