chore(deps): update pre-commit hook llama-stack to v0.3.2

[konflux-internal-p02]

This PR contains the following updates:

Package	Change	Age	Confidence
llama-stack	==0.2.18 -> ==0.3.2

Note: The pre-commit manager in Renovate is not supported by the pre-commit maintainers or community. Please do not report any problems there, instead create a Discussion in the Renovate repository if you have any questions.

---

Release Notes

llamastack/llama-stack (llama-stack)

v0.3.2

Compare Source

What's Changed

• fix: only set UV_INDEX_STRATEGY when UV_EXTRA_INDEX_URL is present by @​ashwinb in #​4017
• fix(ci): export UV_INDEX_STRATEGY to current shell before running uv sync by @​ashwinb in #​4019
• fix: print help for list-deps if no args (backport #​4078) by @​mergify[bot] in #​4083
• docs: use 'uv pip' to avoid pitfalls of using 'pip' in virtual environment (backport #​4122) by @​mergify[bot] in #​4136
• docs: clarify model identification uses provider_model_id not model_id (backport #​4128) by @​mergify[bot] in #​4137
• chore(ci): remove unused recordings (backport #​4074) by @​mergify[bot] in #​4141
• fix: harden storage semantics (backport #​4118) by @​mergify[bot] in #​4138
• fix(inference): enable routing of models with provider_data alone (backport #​3928) by @​mergify[bot] in #​4142

Full Changelog: llamastack/llama-stack@v0.3.1...v0.3.2

v0.3.1

Compare Source

What's Changed

• feat(cherry-pick): fixes for 0.3.1 release by @​ashwinb in #​3998
• fix(ci): install client from release branch before uv sync by @​ashwinb in #​4002
• chore(release-0.3.x): handle missing external_providers_dir by @​ashwinb in #​4011
• fix(ci): unset empty UV index env vars to prevent uv errors by @​ashwinb in #​4013
• feat: support workers in run config by @​ashwinb in #​4014
• docs: A getting started notebook featuring simple agent examples by @​ashwinb in #​4015

Full Changelog: llamastack/llama-stack@v0.3.0...v0.3.1

v0.3.0

Compare Source

Highlights

• Stable OpenAI-Compatible APIs
• Llama Stack now separates APIs into stable (/v1/), experimental (/v1alpha/ and /v1beta/) and deprecated (deprecated = True.)
• extra_body/metadata support for APIs which support extra functionality compared to the OpenAI implementation
• Documentation overhaul: Migration to Docusaurus, modern formatting, and improved API docs

What's Changed

• feat(internal): add image_url download feature to OpenAIMixin by @​mattf in #​3516
• chore(api): remove batch inference by @​mattf in #​3261
• chore(apis): unpublish deprecated /v1/inference apis by @​mattf in #​3297
• chore: recordings for fireworks (inference + openai) by @​mattf in #​3573
• chore: remove extra logging by @​ehhuang in #​3574
• chore: MANIFEST maintenance by @​leseb in #​3454
• feat: Add items and title to ToolParameter/ToolParamDefinition by @​TamiTakamiya in #​3003
• feat(ci): use @​next branch from llama-stack-client by @​ashwinb in #​3576
• chore(ui-deps): bump shiki from 1.29.2 to 3.13.0 in /llama_stack/ui by @​dependabot[bot] in #​3585
• chore(ui-deps): bump tw-animate-css from 1.2.9 to 1.4.0 in /llama_stack/ui by @​dependabot[bot] in #​3583
• chore(github-deps): bump actions/cache from 4.2.4 to 4.3.0 by @​dependabot[bot] in #​3577
• chore: skip nvidia datastore tests when nvidia datastore is not enabled by @​mattf in #​3590
• chore: introduce write queue for response_store by @​ehhuang in #​3497
• revert: feat(ci): use @​next branch from llama-stack-client by @​ashwinb in #​3593
• fix: adding mime type of application/json support by @​wukaixingxp in #​3452
• chore(api): remove deprecated embeddings impls by @​mattf in #​3301
• feat(api): level inference/rerank and remove experimental by @​cdoern in #​3565
• chore: skip safety tests when shield not available by @​mattf in #​3592
• feat: update eval runner to use openai endpoints by @​mattf in #​3588
• docs: update image paths by @​reluctantfuturist in #​3599
• fix: remove inference.completion from docs by @​mattf in #​3589
• fix: Remove deprecated user param in OpenAIResponseObject by @​slekkala1 in #​3596
• fix: ensure usage is requested if telemetry is enabled by @​mhdawson in #​3571
• feat(openai_movement): Change URL structures to kill /openai/v1 (part 1) by @​ashwinb in #​3587
• feat(files): fix expires_after API shape by @​ashwinb in #​3604
• feat(openai_movement)!: Change URL structures to kill /openai/v1 (part 2) by @​ashwinb in #​3605
• fix: mcp tool with array type should include items by @​ehhuang in #​3602
• feat: add llamastack + CrewAI integration example notebook by @​wukaixingxp in #​3275
• chore: unpublish /inference/chat-completion by @​mattf in #​3609
• feat: use /v1/chat/completions for safety model inference by @​mattf in #​3591
• feat(api): level /agents as v1alpha by @​cdoern in #​3610
• feat(api): Add Vector Store File batches api stub by @​slekkala1 in #​3615
• fix(expires_after): make sure multipart/form-data is properly parsed by @​ashwinb in #​3612
• docs: frontpage update by @​reluctantfuturist in #​3620
• docs: update safety notebook by @​reluctantfuturist in #​3617
• feat: add support for require_approval argument when creating response by @​grs in #​3608
• fix: don't pass default response format in Responses by @​ehhuang in #​3614
• fix(logging): disable console telemetry sink by default by @​ashwinb in #​3623
• fix: Ensure that tool calls with no arguments get handled correctly by @​jaideepr97 in #​3560
• chore: use openai_chat_completion for llm as a judge scoring by @​mattf in #​3635
• chore: remove /v1/inference/completion and implementations by @​mattf in #​3622
• feat(api): implement v1beta leveling, and additional alpha by @​cdoern in #​3594
• feat(conformance): skip test if breaking change is ack by @​cdoern in #​3619
• fix: log level by @​ehhuang in #​3637
• docs: update API conformance test by @​reluctantfuturist in #​3631
• docs: api separation by @​reluctantfuturist in #​3630
• docs: adding supplementary markdown content to API specs by @​reluctantfuturist in #​3632
• chore: add provider-data-api-key support to openaimixin by @​mattf in #​3639
• chore: Remove debug logging from telemetry adapter by @​ehhuang in #​3643
• docs: fix broken links by @​reluctantfuturist in #​3647
• docs: add favicon and mobile styling by @​reluctantfuturist in #​3650
• docs: fix more broken links by @​reluctantfuturist in #​3649
• docs: Fix Dell distro documentation code snippets by @​ConnorHack in #​3640
• refactor(agents): migrate to OpenAI chat completions API by @​aakankshaduggal in #​3323
• fix: re-enable conformance skipping ability by @​cdoern in #​3651
• chore!: add double routes for v1/openai/v1 by @​leseb in #​3636
• docs: Update docs navbar config by @​kelbrown20 in #​3653
• docs: API spec generation for Stainless by @​reluctantfuturist in #​3655
• chore: fix agents tests for non-ollama providers, provide max_tokens by @​mattf in #​3657
• chore: fix/add logging categories by @​ehhuang in #​3658
• chore: fix precommit by @​ehhuang in #​3663
• feat(tools)!: substantial clean up of "Tool" related datatypes by @​ashwinb in #​3627
• fix: responses <> chat completion input conversion by @​ehhuang in #​3645
• chore: OpenAIMixin implements ModelsProtocolPrivate by @​mattf in #​3662
• feat: auto-detect Console width by @​rhdedgar in #​3327
• feat: implement keyword and hybrid search for Weaviate provider by @​ChristianZaccaria in #​3264
• fix(docs): Correct indentation in documented example for access_policy by @​anastasds in #​3652
• chore: remove deprecated inference.chat_completion implementations by @​mattf in #​3654
• docs!: adjust external provider docs by @​cdoern in #​3484
• feat: Add OpenAI Conversations API by @​franciscojavierarceo in #​3429
• chore: use remoteinferenceproviderconfig for remote inference providers by @​mattf in #​3668
• docs: update OG image by @​reluctantfuturist in #​3669
• feat: add comment-triggered pre-commit bot for PRs by @​ashwinb in #​3672
• feat(api): add extra_body parameter support with shields example by @​ashwinb in #​3670
• chore: Add weaviate client to unit group in pyproject.toml and uv.lock by @​franciscojavierarceo in #​3675
• chore: update CODEOWNERS by @​reluctantfuturist in #​3613
• chore(tests): normalize recording IDs and timestamps to reduce git diff noise by @​ashwinb in #​3676
• chore: fix setup_telemetry script by @​ehhuang in #​3680
• docs: Update links in README for quick start and documentation by @​seyeong-han in #​3678
• feat(tests): implement test isolation for inference recordings by @​ashwinb in #​3681
• chore: inference=remote::llama-openai-compat does not support /v1/completion by @​mattf in #​3683
• chore(ui-deps): bump next from 15.5.3 to 15.5.4 in /llama_stack/ui by @​dependabot[bot] in #​3694
• chore(ui-deps): bump react-dom and @​types/react-dom in /llama_stack/ui by @​dependabot[bot] in #​3693
• chore(python-deps): bump requests from 2.32.4 to 2.32.5 by @​dependabot[bot] in #​3691
• chore(github-deps): bump astral-sh/setup-uv from 6.7.0 to 6.8.0 by @​dependabot[bot] in #​3686
• chore(github-deps): bump actions/github-script from 7.0.1 to 8.0.0 by @​dependabot[bot] in #​3685
• chore(python-deps): bump pandas from 2.3.1 to 2.3.3 by @​dependabot[bot] in #​3689
• chore: use uvicorn to start llama stack server everywhere by @​ehhuang in #​3625
• feat: allow for multiple external provider specs by @​cdoern in #​3341
• chore: give OpenAIMixin subcalsses a change to list models without leaking _model_cache details by @​mattf in #​3682
• chore: turn OpenAIMixin into a pydantic.BaseModel by @​mattf in #​3671
• chore: remove vLLM inference adapter's custom list_models by @​mattf in #​3703
• chore: disable openai_embeddings on inference=remote::llama-openai-compat by @​mattf in #​3704
• chore: remove together inference adapter's custom check_model_availability by @​mattf in #​3702
• docs: API docstrings cleanup for better documentation rendering by @​reluctantfuturist in #​3661
• chore: logger category fix by @​ehhuang in #​3706
• chore: fix closing error by @​ehhuang in #​3709
• feat(api): Add vector store file batches api by @​slekkala1 in #​3642
• chore: remove dead code by @​ehhuang in #​3713
• feat: enable Runpod inference adapter by @​justinwlin in #​3707
• fix: update pyproject.toml dependencies for vector processing by @​skamenan7 in #​3555
• fix: refresh log should be debug by @​cdoern in #​3720
• feat: add refresh_models support to inference adapters (default: false) by @​mattf in #​3719
• fix: make telemetry optional for agents by @​cdoern in #​3705
• feat: Enabling Annotations in Responses by @​franciscojavierarceo in #​3698
• fix: improve model availability checks: Allows use of unavailable models on startup by @​akram in #​3717
• chore: fix flaky unit test and add proper shutdown for file batches by @​slekkala1 in #​3725
• fix(scripts): select container runtime for telemetry by @​iamemilio in #​3727
• fix: fix nvidia provider by @​wukaixingxp in #​3716
• chore: Revert "fix: fix nvidia provider (#​3716)" by @​ehhuang in #​3730
• chore: remove dead code by @​slekkala1 in #​3729
• chore!: remove --env from llama stack run by @​ehhuang in #​3711
• chore: require valid logging category by @​ehhuang in #​3712
• fix: Raising an error message to the user when registering an existing provider. by @​omaryashraf5 in #​3624
• chore(github-deps): bump actions/stale from 10.0.0 to 10.1.0 by @​dependabot[bot] in #​3684
• fix: Update watsonx.ai provider to use LiteLLM mixin and list all models by @​jwm4 in #​3674
• fix(responses): fix regression in support for mcp tool require_approval argument by @​grs in #​3731
• fix(tests): ensure test isolation in server mode by @​ashwinb in #​3737
• chore: Removing Weaviate, PGVector, and Milvus from unit tests by @​franciscojavierarceo in #​3742
• feat(tests): add --collect-only option to integration test script by @​ashwinb in #​3745
• chore: print integration tests command by @​ehhuang in #​3747
• chore: revert "fix: Raising an error message to the user when registering an existing provider." by @​leseb in #​3750
• fix: add traces for tool calls and mcp tool listing by @​grs in #​3722
• feat(tests): make inference_recorder into api_recorder (include tool_invoke) by @​ashwinb in #​3403
• fix(tests): remove chroma and qdrant from vector io unit tests by @​ashwinb in #​3759
• fix(testing): improve api_recorder error messages for missing recordings by @​ashwinb in #​3760
• chore!: remove model mgmt from CLI for Hugging Face CLI by @​leseb in #​3700
• feat: make object registration idempotent by @​mattf in #​3752
• fix(inference): propagate 401/403 errors from remote providers by @​ashwinb in #​3762
• fix: update dangling references to llama download command by @​ashwinb in #​3763
• feat(responses): add usage types to inference and responses APIs by @​ashwinb in #​3764
• fix: allow skipping model availability check for vLLM by @​akram in #​3739
• feat(responses)!: add in_progress, failed, content part events by @​ashwinb in #​3765
• fix: update normalize to search all recordings dirs by @​derekhiggins in #​3767
• feat: use SecretStr for inference provider auth credentials by @​mattf in #​3724
• feat: reuse previous mcp tool listings where possible by @​grs in #​3710
• fix(mypy): fix wrong attribute access by @​ashwinb in #​3770
• fix(ci): remove responses from CI for now by @​ashwinb in #​3773
• feat: Add support for Conversations in Responses API by @​franciscojavierarceo in #​3743
• feat(responses): implement usage tracking in streaming responses by @​ashwinb in #​3771
• feat: Add /v1/embeddings endpoint to batches API by @​varshaprasad96 in #​3384
• fix(auth): allow unauthenticated access to health and version endpoints by @​derekhiggins in #​3736
• chore: refactor (chat)completions endpoints to use shared params struct by @​ehhuang in #​3761
• feat(api)!: BREAKING CHANGE: support passing extra_body through to providers by @​ehhuang in #​3777
• chore!: BREAKING CHANGE removing VectorDB APIs by @​franciscojavierarceo in #​3774
• chore(github-deps): bump astral-sh/setup-uv from 6.8.0 to 7.0.0 by @​dependabot[bot] in #​3782
• chore(python-deps): bump psycopg2-binary from 2.9.10 to 2.9.11 by @​dependabot[bot] in #​3785
• chore(python-deps): bump fire from 0.7.0 to 0.7.1 by @​dependabot[bot] in #​3787
• feat(responses)!: add reasoning and annotation added events by @​ashwinb in #​3793
• chore(python-deps): bump ollama from 0.5.1 to 0.6.0 by @​dependabot[bot] in #​3786
• chore(python-deps): bump blobfile from 3.0.0 to 3.1.0 by @​dependabot[bot] in #​3784
• chore(python-deps): bump black from 25.1.0 to 25.9.0 by @​dependabot[bot] in #​3783
• chore(ui-deps): bump @​types/react from 19.2.0 to 19.2.2 in /llama_stack/ui by @​dependabot[bot] in #​3790
• chore(ui-deps): bump @​types/react-dom from 19.2.0 to 19.2.1 in /llama_stack/ui by @​dependabot[bot] in #​3789
• chore(ui-deps): bump eslint from 9.26.0 to 9.37.0 in /llama_stack/ui by @​dependabot[bot] in #​3791
• chore(ui-deps): bump framer-motion from 12.23.12 to 12.23.24 in /llama_stack/ui by @​dependabot[bot] in #​3792
• chore(ui-deps): bump lucide-react from 0.542.0 to 0.545.0 in /llama_stack/ui by @​dependabot[bot] in #​3788
• chore!: Safety api refactoring to use OpenAIMessageParam by @​slekkala1 in #​3796
• feat(api)!: support extra_body to embeddings and vector_stores APIs by @​ashwinb in #​3794
• feat: Allow :memory: for kvstore by @​raghotham in #​3696
• fix: record job checking wrong directory by @​derekhiggins in #​3799
• chore: Auto-detect Provider ID when only 1 Vector Store Provider avai… by @​franciscojavierarceo in #​3802
• fix: replace python-jose with PyJWT for JWT handling by @​leseb in #​3756
• fix: Fixed WatsonX remote inference provider by @​are-ces in #​3801
• refactor: replace default all-MiniLM-L6-v2 embedding model by nomic-embed-text-v1.5 in Llama Stack by @​r3v5 in #​3183
• docs: Update CONTRIBUTING: py 3.12 and pre-commit==4.3.0 by @​jwm4 in #​3807
• chore(api)!: BREAKING CHANGE: remove ALL telemetry APIs by @​ehhuang in #​3740
• refactor: use extra_body to pass in input_type params for asymmetric embedding models for NVIDIA Inference Provider by @​jiayin-nvidia in #​3804
• feat: Enable setting a default embedding model in the stack by @​franciscojavierarceo in #​3803
• chore: Support embedding params from metadata for Vector Store by @​slekkala1 in #​3811
• feat(gemini): Support gemini-embedding-001 and fix models/ prefix in metadata keys by @​jperezdealgaba in #​3813
• feat(responses)!: improve responses + conversations implementations by @​ashwinb in #​3810
• fix(vector-io): handle missing document_id in insert_chunks by @​skamenan7 in #​3521
• chore: mark recordings as generated files by @​ehhuang in #​3816
• fix(responses): fix subtle bugs in non-function tool calling by @​ashwinb in #​3817
• chore!: BREAKING CHANGE: remove sqlite from telemetry config by @​ehhuang in #​3808
• fix(responses): use conversation items when no stored messages exist by @​ashwinb in #​3819
• feat: Add responses and safety impl extra_body by @​slekkala1 in #​3781
• fix(responses): fixes, re-record tests by @​ashwinb in #​3820
• fix(models)!: always prefix models with provider_id when registering by @​ashwinb in #​3822
• chore: remove test_cases/openai/responses.json by @​derekhiggins in #​3823
• chore: update agent call by @​leseb in #​3824
• fix(tests): reduce some test noise by @​ashwinb in #​3825
• fix(openai_mixin): no yelling for model listing if API keys are not provided by @​ashwinb in #​3826
• docs: Document known limitations of Responses by @​jwm4 in #​3776
• fix: test id not being set in headers by @​slekkala1 in #​3827
• chore!: remove telemetry API usage by @​cdoern in #​3815
• chore: distrogen enables telemetry by default by @​ehhuang in #​3828
• fix(telemetry): remove dependency on old telemetry config by @​ehhuang in #​3830
• feat(ci): add support for docker:distro in tests by @​ashwinb in #​3832
• fix(perf): make batches tests finish 30x faster by @​ashwinb in #​3834
• feat(ci): enable docker based server tests by @​ashwinb in #​3833
• chore: update API leveling docs with deprecation flag by @​reluctantfuturist in #​3837
• docs: update docstrings for better formatting by @​reluctantfuturist in #​3838
• test(telemetry): Telemetry Tests by @​iamemilio in #​3805
• refactor(build): rework CLI commands and build process (1/2) by @​cdoern in #​2974
• chore: add telemetry setup to install.sh by @​ehhuang in #​3821
• chore(ui-deps): bump eslint-config-next from 15.5.2 to 15.5.6 in /llama_stack/ui by @​dependabot[bot] in #​3849
• chore(ui-deps): bump jest-environment-jsdom from 30.1.2 to 30.2.0 in /llama_stack/ui by @​dependabot[bot] in #​3852
• chore(ui-deps): bump jest and @​types/jest in /llama_stack/ui by @​dependabot[bot] in #​3853
• docs: Documentation update for NVIDIA Inference Provider by @​jiayin-nvidia in #​3840
• docs: fix sidebar of Detailed Tutorial by @​cdoern in #​3856
• chore: use dockerfile for building containers by @​ehhuang in #​3839
• chore: update doc by @​ehhuang in #​3857
• chore: disable telemetry if otel endpoint isn't set by @​ehhuang in #​3859
• chore(python-deps): bump ruff from 0.9.10 to 0.14.1 by @​dependabot[bot] in #​3846
• chore(python-deps): bump sqlalchemy from 2.0.41 to 2.0.44 by @​dependabot[bot] in #​3848
• fix: nested claims mapping in OAuth2 token validation by @​derekhiggins in #​3814
• feat: Add instructions parameter in response object by @​s-akhtar-baig in #​3741
• feat(stores)!: use backend storage references instead of configs by @​ashwinb in #​3697
• chore: Updating how default embedding model is set in stack by @​franciscojavierarceo in #​3818
• feat(stainless): add stainless source of truth config by @​ashwinb in #​3860
• chore(yaml)!: move registered resources to a sub-key by @​ashwinb in #​3861
• chore: install client first by @​ehhuang in #​3862
• chore(github-deps): bump actions/checkout from 4.2.2 to 5.0.0 by @​dependabot[bot] in #​3841
• chore(github-deps): bump astral-sh/setup-uv from 7.0.0 to 7.1.0 by @​dependabot[bot] in #​3842
• chore(github-deps): bump actions/setup-node from 5.0.0 to 6.0.0 by @​dependabot[bot] in #​3843
• chore: remove dead code by @​ehhuang in #​3863
• chore(python-deps): bump weaviate-client from 4.16.9 to 4.17.0 by @​dependabot[bot] in #​3844
• chore(python-deps): bump fastapi from 0.116.1 to 0.119.0 by @​dependabot[bot] in #​3845
• chore(ui-deps): bump @​tailwindcss/postcss from 4.1.6 to 4.1.14 in /llama_stack/ui by @​dependabot[bot] in #​3850
• chore(ui-deps): bump @​types/node from 24.3.0 to 24.8.1 in /llama_stack/ui by @​dependabot[bot] in #​3851
• chore: skip shutdown if otel_endpoint is not set by @​ehhuang in #​3865
• chore: fix main by @​ehhuang in #​3868
• chore: migrate stack build by @​ehhuang in #​3867
• chore: add beta group to stainless by @​cdoern in #​3866
• chore: remove build.py by @​ehhuang in #​3869
• chore(cleanup)!: kill vector_db references as far as possible by @​ashwinb in #​3864
• fix(ci): improve workflow logging and bot notifications by @​ashwinb in #​3872
• chore(cleanup)!: remove tool_runtime.rag_tool by @​ashwinb in #​3871
• fix(ci): dump server/container logs when tests fail by @​ashwinb in #​3873
• fix(logging): move module-level initialization to explicit setup calls by @​ashwinb in #​3874
• chore: update getting_started by @​ehhuang in #​3875
• revert: "chore(cleanup)!: remove tool_runtime.rag_tool" by @​ashwinb in #​3877
• chore: update quick_start by @​ehhuang in #​3878
• fix: fix segfault in load model by @​slekkala1 in #​3879
• docs: fix the building distro file by @​reluctantfuturist in #​3880
• fix: remove consistency checks by @​slekkala1 in #​3881

New Contributors

• @​TamiTakamiya made their first contribution in #​3003
• @​jaideepr97 made their first contribution in #​3560
• @​anastasds made their first contribution in #​3652
• @​seyeong-han made their first contribution in #​3678
• @​justinwlin made their first contribution in #​3707
• @​iamemilio made their first contribution in #​3727
• @​jperezdealgaba made their first contribution in #​3813
• @​s-akhtar-baig made their first contribution in #​3741

Full Changelog: llamastack/llama-stack@v0.2.23...v0.3.0

v0.2.24

Compare Source

v0.2.23

Compare Source

Highlights

• Overhauls documentation with Docusaurus migration and modern formatting.
• Standardizes Ollama and Fireworks provider with OpenAI compatibility layer.
• Combines dynamic model discovery with static embedding metadata for better model information.
• Refactors server.main for better code organization.
• Introduces API leveling with post_training and eval promoted to v1alpha.

What's Changed

• fix: Added a bug fix when registering new models by @​omaryashraf5 in #​3453
• fix: unbound variable PR_HEAD_REPO by @​derekhiggins in #​3469
• fix: Fixing prompts import warning by @​franciscojavierarceo in #​3455
• docs: update documentation links by @​reluctantfuturist in #​3459
• fix: Set provider_id in NVIDIA notebook when registering dataset by @​JashG in #​3472
• feat: update qdrant hash function from SHA-1 to SHA-256 by @​rhdedgar in #​3477
• feat: Add dynamic authentication token forwarding support for vLLM by @​akram in #​3388
• feat: include all models from provider's /v1/models by @​mattf in #​3471
• chore: update the ollama inference impl to use OpenAIMixin for openai-compat function

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Configuration

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Documentation

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