Update dependency llama-stack-api to v0.7.2 by red-hat-konflux[bot] · Pull Request #353 · ansible/aap-rag-content

red-hat-konflux · 2026-06-03T08:04:14Z

This PR contains the following updates:

Package	Change	Age	Confidence
llama-stack-api	`==0.4.4` → `==0.7.2`

Release Notes

llamastack/llama-stack (llama-stack-api)

`v0.7.2`

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What's Changed

chore: update llama-stack-client to ^0.7.1 in UI lockfile by @cdoern in ogx-ai/ogx#5487
fix: constrain starlette to >=1.0.1 (CVE-2026-48710) (backport #5977) by @mergify[bot] in ogx-ai/ogx#5979

Full Changelog: ogx-ai/ogx@v0.7.1...v0.7.2

`v0.7.1`

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What's Changed

chore: update llama-stack-client to ^0.7.0 in UI lockfile by @cdoern in #5415
fix: add [starter] pip extra for zero-install experience (backport) by @leseb in #5424
fix: initialize tool call arguments to "" instead of "{}" in streaming (backport #5462) by @mergify[bot] in #5474
ci: auto-bump client versions if they already exist on PyPI/npm (backport #5463) by @mergify[bot] in #5476

Full Changelog: ogx-ai/ogx@v0.7.0...v0.7.1

`v0.7.0`

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Release 0.7 is a major release focused on completing the transition to OpenAI API conformance, introducing comprehensive observability metrics, and significant API cleanup. This release removes the fine-tuning API, completes the FastAPI router migration, removes legacy providers (TGI, HuggingFace), renames core concepts for clarity, and adds structured logging via structlog.

Highlights

Agents API renamed to Responses API aligning with OpenAI naming (#5195)
Reasoning output support in Responses API (#5206)
Comprehensive observability metrics for API, inference, and vector IO (#5201, #5320, #5096)
Structured logging via structlog with key-value output (#5215)
Inline neural rerank for RAG without external services (#4877)
Inline Docling provider for structure-aware PDF parsing (#5049)
Infinispan vector-io provider for distributed vector storage (#4839)
Connector API promoted to v1beta (#5129)
FastAPI router migration complete with @webmethod removal (#5248)
Performance: lazy-loading of torch, numpy, faiss, and braintrust to reduce startup memory (#5116, #5118, #5078)

Breaking Changes

Change	Type	PR
Fine-tuning API removed	Hard	#5104
`meta-reference` providers renamed to `builtin`	Hard	#5131
`knowledge_search` renamed to `file_search`	Hard	#5186
Agents API renamed to Responses API	Hard	#5195
`tool_groups` removed from public API	Hard	#4997
TGI and HuggingFace providers removed	Hard	#5333
`register`/`unregister` model endpoints removed	Hard	#5341
`@webmethod` decorator removed	Hard	#5248
`rag-runtime` provider renamed to `file-search`	Hard	#5187
Duplicate `dataset_id` parameter removed	Hard	#4849
`/files/{file_id}` GET response unified	Hard	#5154
OpenAI API schema transforms	Hard	#5166
`starter-gpu` distribution removed	Hard	#5279
`sentence_transformers` `trust_remote_code` defaults to `False`	Behavior	#4602

See the full release notes for migration instructions and detailed upgrade guide.

`v0.6.1`

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What's Changed

fix: remove UV_EXTRA_INDEX_URL from Release branch ci (backport #5138) by @mergify[bot] in #5140
chore: update llama-stack-client to ^0.6.0 in UI lockfile by @cdoern in #5137
fix(storage): resolve asyncio event loop mismatch via operation deferral (#5130) by @derekhiggins in #5135
feat(blog): Agentic flows tutorial (backport #5035) by @mergify[bot] in #5167
fix: milvus hybrid ranker usage (backport #5312) by @mergify[bot] in #5368

Full Changelog: ogx-ai/ogx@v0.6.0...v0.6.1

`v0.6.0`

Compare Source

What's Changed

chore: update convert_tooldef_to_openai_tool to match its usage by @mattf in #4837
feat!: improve consistency of post-training API endpoints by @eoinfennessy in #4606
fix: Arbitrary file write via a non-default configuration by @VaishnaviHire in #4844
chore: reduce uses of models.llama.datatypes by @mattf in #4847
docs: add technical release steps and improvements to RELEASE_PROCESS.md by @cdoern in #4792
chore: bump fallback version to 0.5.1 by @cdoern in #4846
fix: Exclude null 'strict' field in function tools to prevent OpenAI … by @gyliu513 in #4795
chore(test): add test to verify responses params make it to backend service by @mattf in #4850
chore: revert "fix: disable together banner (#4517)" by @mattf in #4856
fix: update together to work with latest api.together.xyz service (circa feb 2026) by @mattf in #4857
chore(github-deps): bump astral-sh/setup-uv from 7.2.0 to 7.3.0 by @dependabot[bot] in #4867
chore(github-deps): bump github/codeql-action from 4.32.0 to 4.32.2 by @dependabot[bot] in #4861
chore(github-deps): bump actions/cache from 5.0.2 to 5.0.3 by @dependabot[bot] in #4859
chore(github-deps): bump llamastack/llama-stack from 76bcb66 to c518b35 by @dependabot[bot] in #4858
fix(ci): ensure oasdiff is available for openai-coverage hook by @EleanorWho in #4835
fix: Deprecate items when create conversation by @gyliu513 in #4765
chore: refactor chunking to use configurable tiktoken encoding and document tokenizer limits by @mattf in #4870
chore: prune unused parts of models packages (checkpoint, tokenizer, prompt templates, datatypes) by @mattf in #4871
chore: prune unused utils from utils.memory.vector_store by @mattf in #4873
fix: Escape special characters in auto-generated provider documentati… by @gyliu513 in #4822
chore(docs): Use starter for opentelemetry integration test by @gyliu513 in #4875
fix: kvstore should call shutdown but not close by @gyliu513 in #4872
fix: uvicorn log ambiguity by @cdoern in #4522
chore(github-deps): bump actions/checkout from 4.2.2 to 6.0.2 by @dependabot[bot] in #4865
chore: cleanup mypy excludes by @mattf in #4876
feat: add integration test for max_output_tokens by @gyliu513 in #4825
chore(test): add test to verify responses params make it to backend s… by @gyliu513 in #4852
ci: add Docker image publishing to release workflow by @cdoern in #4882
feat: add ProcessFileRequest model to file_processors API by @alinaryan in #4885
docs: update responses api known limitations doc by @jaideepr97 in #4845
fix(vector_io): align Protocol signatures with request models by @skamenan7 in #4747
fix: add _ExceptionTranslatingRoute to prevent keep-alive breakage on Linux by @iamemilio in #4886
docs: add release notes for version 0.5 by @rhuss in #4855
fix(ci): disable uv cache cleanup when UV_NO_CACHE is set by @cdoern in #4889
feat: Add truncation parameter support by @gyliu513 in #4813
chore(ci): bump pinned action commit hashes in integration-tests.yml by @cdoern in #4895
docs: Add README for running observability test by @gyliu513 in #4884
fix: update rerank routing to match params by @mattf in #4900
feat: Add prompt_cache_key parameter support by @gyliu513 in #4775
chore: add rerank support to recorder by @mattf in #4903
feat: add rerank support to vllm inference provider by @mattf in #4902
fix(inference): use flat response message model for chat/completions by @cdoern in #4891
feat: add llama cpp server remote inference provider by @Bobbins228 in #4382
fix: Remove pillow as direct dependency by @VaishnaviHire in #4901
fix: pre-commit run -a by @mattf in #4907
fix(ci): Removed kotlin from preview builds by @gyliu513 in #4910
feat: Add service_tier parameter support by @gyliu513 in #4816
chore(github-deps): bump github/codeql-action from 4.32.2 to 4.32.3 by @dependabot[bot] in #4918
chore(github-deps): bump docker/login-action from 3.4.0 to 3.7.0 by @dependabot[bot] in #4916
chore(github-deps): bump llamastack/llama-stack from c7cdb40 to 4c1b03b by @dependabot[bot] in #4915
chore(github-deps): bump stainless-api/upload-openapi-spec-action from 1.10.0 to 1.11.6 by @dependabot[bot] in #4913
chore(github-deps): bump docker/build-push-action from 6.15.0 to 6.19.2 by @dependabot[bot] in #4912
fix(vertexai): raise descriptive error on auth failure instead of silent empty string by @major in #4909
fix: resolve StorageConfig default env vars at construction time by @major in #4897
feat: Add incomplete_details response property by @gyliu513 in #4812
feat(client-sdks): add OpenAPI Generator tooling by @aegeiger in #4874
fix(vector_io): eliminate duplicate call for vector store registration by @r3v5 in #4925
test(vertexai): add unit tests for VertexAI inference adapter by @major in #4927
feat: introduce new how-to blog by @cdoern in #4794
chore: remove reference to non-existent WeaviateRequestProviderData by @mattf in #4937
feat: standardized error types with HTTP status codes by @iamemilio in #4878
feat: add opentelemetry-distro to core dependencies by @Artemon-line in #4935
feat(ci): Add nightly job for doc build by @gyliu513 in #4911
fix: Ensure user isolation for stored conversations and responses by @jaideepr97 in #4834
fix: align chat completion usage schema with OpenAI spec by @cdoern in #4930
fix: allow conversation item type to be omitted by @mattf in #4948
feat: Enable inline PyPDF file_processors provider by @alinaryan in #4743
feat: add support for /responses background parameter by @cdoern in #4824
feat(vector_io): Implement Contextual Retrieval for improved RAG search quality by @r-bit-rry in #4750
chore: use SecretStr for x-llamastack-provider-data keys by @mattf in #4939
chore: remove unused vector store utils by @mattf in #4961
feat: auto-identify embedding models for vllm by @mattf in #4975
chore(github-deps): bump llamastack/llama-stack from 4c1b03b to 7d9786b by @dependabot[bot] in #4971
chore(github-deps): bump actions/checkout from 6.0.1 to 6.0.2 by @dependabot[bot] in #4969
chore(github-deps): bump actions/cache from 4.2.0 to 5.0.3 by @dependabot[bot] in #4963
chore(github-deps): bump github/codeql-action from 4.32.3 to 4.32.4 by @dependabot[bot] in #4964
chore(github-deps): bump actions/stale from 10.1.1 to 10.2.0 by @dependabot[bot] in #4966
fix: fix connector_id resolution in agent provider by @jaideepr97 in #4853
build: bump fallback_version to 0.5.2.dev0 post 0.5.1 release by @cdoern in #4959
fix: pass request objects to Files API in Responses content conversion by @mattf in #4977
fix: test_prepend_prompt_with_mixed_variables mock by @mattf in #4979
feat: enforce max upload size for Files and File Processors APIs by @alinaryan in #4956
feat: add OpenResponses conformance CI job with replay recordings by @cdoern in #4981
feat(client-sdks): add hierarchical SDK build pipeline by @aegeiger in #4932
feat: add top_p parameter support to responses API by @EleanorWho in #4820
fix(docs): Updated llamastack pod metadata by @gyliu513 in #4983
chore: move parse_data_url to common package by @mattf in #4982
feat: record and replay provider exceptions in inferencing integration tests by @iamemilio in #4880
feat: Use Structured Errors in Responses and Conversations API by @iamemilio in #4879
fix: strip inline:: prefix from model in vector io tests by @mattf in #4993
refactor: consolidate dynamic provider config parsing by @mattf in #4985
feat: auto-merge PRs on stable release branches via Mergify + CI gate by @leseb in #4992
refactor: use OpenAIErrorResponse model for consistent error responses by @iamemilio in #4883
fix: populate required OpenResponses fields with non-null defaults by @cdoern in #4994
feat: auto-merge dependabot github-deps PRs via Mergify by @leseb in #4995
feat: Add top_logprobs parameter support by @gyliu513 in #4814
feat: add support for 'frequency_penalty' param to Responses API by @nathan-weinberg in #4823
feat: add support for 'presence_penalty' param to Responses API by @nathan-weinberg in #4830
fix: correct PYPDF adapter method signature to match FileProcessors protocol by @alinaryan in #4998
fix(responses): achieve full OpenResponses conformance by @cdoern in #4999
fix(docs): Updated health check endpoint by @gyliu513 in #5000
test: Add responses structured output integration tests by @msager27 in #4940
feat: structured error handling in Responses API streaming by @iamemilio in #4942
feat(client-sdks): add LlamaStackClient, httpx, and streaming by @aegeiger in #5001
feat: accept list content blocks in Responses API function_call_output by @mattf in #4978
refactor(PGVector): wrap gin index creation into a separate function by @r3v5 in #4980
chore: consolidate backend-forwarded param tests into unified parametrized test by @mattf in #5003
test: add integration tests for Responses and Conversations API errors by @iamemilio in #4881
feat: allow stream usage from ollama when telemetry enabled by @mattf in #5011
feat: allow stream usage from vllm when telemetry enabled by @mattf in #5010
fix(registry): loosen register() idempotent checks for server restarts by @max-svistunov in #4976
feat: add integration test for prompt_cache_key with openai client by @gyliu513 in #5016
chore(github-deps): bump actions/github-script from 7.0.1 to 8.0.0 by @dependabot[bot] in #5025
chore(github-deps): bump astral-sh/setup-uv from 7.3.0 to 7.3.1 by @dependabot[bot] in #5027
chore(github-deps): bump actions/setup-java from 4.5.0 to 5.2.0 by @dependabot[bot] in #5019
ci: add merge_group trigger to all PR-gating workflows by @cdoern in #5017
feat(ci): automate post-release and pre-release version management by @cdoern in #4938
test: Add prompt template test cases to the responses integraton test… by @msager27 in #4950
fix(stainless): handle [DONE] SSE terminator in streaming responses by @dtmeadows in #5012
fix(security): pin google-cloud-aiplatform to >=1.131.0 by @derekhiggins in #5037
feat(inference): bidirectional reasoning token passthrough for chat completions by @cdoern in #5038
chore: remove unreachable tool_choice check in vllm adapter by @mattf in #5009
feat(api): support extra_body pass-through in responses API by @codefromthecrypt in #4893
docs: additional references to Docker Hub by @nathan-weinberg in #5044
fix: add missing shutdown method to PyPDF file processor adapter by @alinaryan in #5047
fix(llama-guard): less strict parsing of safety categories by @asimurka in #5045
fix: OCI26ai sql query patches by @rhdedgar in #5046
fix(conversations): validate conv_ prefix consistently on all endpoints by @iamemilio in #5058
fix(conversations): add ExceptionTranslatingRoute to conversations router by @iamemilio in #5057
feat: allow model registration without provider API keys by @NickGagan in #5014
chore: Rename test_openai_response.py to test_openai_responses.py by @gyliu513 in #5061
fix: (pypdf) Possible infinite loop when loading circular /Prev entries in cross-reference streams by @eoinfennessy in #5063
chore: bump fallback_version to 0.5.3.dev0 after 0.5.2 release by @cdoern in #5065
feat: passthrough safety provider for forwarding to downstream /v1/moderations by @skamenan7 in #5004
feat: add conditional authentication provider configuration by @derekhiggins in #5002
fix: NLTK Zip Slip Vulnerability by @eoinfennessy in #5062
fix: use semantic JSON comparison for MCP approval argument matching by @iamemilio in #5080
feat(vertexai): rewrite provider on google-genai with dynamic model listing by @major in #4951
ci: temporarily disable CodeQL workflow on pull requests by @leseb in #5079
chore: fix post-release workflow and remove broken docker image by @cdoern in #5064
fix: Revert "temporarily disable CodeQL workflow on pull requests" by @cdoern in #5085
fix: use canonical config loading in backward compat test by @leseb in #5081
fix!: add content capture via otel by @gyliu513 in #5060
feat!: add integration test for safety_identifier with openai client by @gyliu513 in #5018
fix: poll test PyPI before building Docker images to avoid race condition by @cdoern in #5090
feat: add regex pattern support to access_policy and route_policy by @derekhiggins in #4991
feat: add integration test for truncation with openai client by @gyliu513 in #5084
feat: integration test for top_p with openai client by @gyliu513 in #5083
chore(github-deps): bump oven-sh/setup-bun from 2.1.2 to 2.1.3 by @dependabot[bot] in #5068
chore(github-deps): bump github/codeql-action from 4.32.4 to 4.32.6 by @dependabot[bot] in #5070
chore(github-deps): bump llamastack/llama-stack from 7d9786b to 6c700da by @dependabot[bot] in #5075
chore(github-deps): bump actions/setup-node from 6.2.0 to 6.3.0 by @dependabot[bot] in #5067
chore(github-deps): bump actions/download-artifact from 7.0.0 to 8.0.0 by @dependabot[bot] in #5020
fix: process hang on exit with aiosqlite >= 0.22 by @shanemcd in #4589
fix: treat hallucinated tool names as client-side function calls by @mattf in #5043
test: add streaming web_search test cases to responses integration test suite by @msager27 in #4960
feat(PGVector): implement ef_search parameter for HNSW vector index in PGVector by @r3v5 in #4933
feat: improve inference performance via cached ssl context by @mattf in #4486
ci: update Mergify config with auto-update, auto-approve, and fix merge method by @leseb in #5091
feat: Add additional Tool runtime metrics by @gyliu513 in #4904
feat: Add integration test for parallel_tool_calls with openai client by @gyliu513 in #5093
feat: Enable Filters in OpenAI Search API by @franciscojavierarceo in #4471
chore: Move background integration test to test_open_responses.py by @gyliu513 in #5094
refactor(vertexai): extract network helper functions into utils module by @major in #5095
feat!: new URL for AWS Bedrock and model list support by @are-ces in #4946

New Contributors

@major made their first contribution in #4909
@aegeiger made their first contribution in #4874
@Artemon-line made their first contribution in #4935
@max-svistunov made their first contribution in #4976
@dtmeadows made their first contribution in #5012
@NickGagan made their first contribution in #5014
@shanemcd made their first contribution in #4589

Full Changelog: ogx-ai/ogx@v0.5.2...v0.6.0

`v0.5.2`

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What's Changed

chore: bump llama-stack-client to 0.5.1 by @cdoern in #4957
ci: add arm64 image manifest publishing to release workflow by @rhdedgar in #5006
feat(ci): automate post-release and pre-release version management (backport #4938) by @mergify[bot] in #5032
fix(llama-guard): less strict parsing of safety categories (backport #5045) by @mergify[bot] in #5053
fix: OCI26ai sql query patches (backport #5046) by @mergify[bot] in #5054

Full Changelog: ogx-ai/ogx@v0.5.1...v0.5.2

`v0.5.1`

Compare Source

What's Changed

fix: [release-0.5.x] Arbitrary file write via a non-default configuration (#4844) by @VaishnaviHire in #4869
fix(vertexai): raise descriptive error on auth failure instead of silent empty string (backport #4909) by @mergify[bot] in #4923
fix: resolve StorageConfig default env vars at construction time (backport #4897) by @mergify[bot] in #4924
feat: add opentelemetry-distro to core dependencies (backport #4935) by @mergify[bot] in #4943
fix(vector_io): eliminate duplicate call for vector store registration (backport #4925) by @mergify[bot] in #4941
chore: bump version to 0.5.1 for release by @cdoern in #4955

Full Changelog: ogx-ai/ogx@v0.5.0...v0.5.1

`v0.5.0`

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Release 0.5 brings significant improvements to API consistency, OpenAI conformance, provider capabilities, and a major architectural refactoring of all APIs to use FastAPI routers.

Highlights

Connectors API for managing MCP server connections (#4263)
Unified network configuration with TLS/mTLS, proxy, and timeout support for all remote providers (#4748)
Endpoint authorization via YAML-based access control (#4448)
Rerankers for hybrid search in vector stores (#4456)
Response API enhancements including reasoning.effort, max_output_tokens, and parallel_tool_calls
New providers: Elasticsearch and OCI 26ai vector stores
PGVector improvements: HNSW/IVFFlat indexes, configurable distance metrics
FastAPI router migration across all APIs for better OpenAPI docs and validation
ARM64 container image support (#4474)

Breaking Changes

Change	Type	PR
Post-Training API endpoints restructured (path params)	Hard	#4606
Embeddings API rejects explicit `null` for optional fields	Hard	#4644
Safety API provider interface changed to request objects	Hard	#4643
Builtin GPU inference provider removed	Hard	#4828
Scope-based endpoint authorization removed	Hard	#4734
`image_name` renamed to `distro_name`	Deprecated	#4396
Eval API calling convention uses request objects	Deprecated	#4425
vLLM `tls_verify` moved to `network.tls.verify`	Deprecated	#4748

See the full release notes for migration instructions and detailed upgrade guide.

`v0.4.6`

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What's Changed

chore: bump llama-stack-client to 0.4.5 by @cdoern in ogx-ai/ogx#4958
fix: bump pyjwt to 2.12.0 (CVE-2026-32597) by @eoinfennessy in ogx-ai/ogx#5188
fix: bump pyasn1 to 0.6.3 (CVE-2026-30922) by @eoinfennessy in ogx-ai/ogx#5208
fix: bump pypdf to 5.5.0 (CVE-2026-27628) by @eoinfennessy in ogx-ai/ogx#5189
fix: NLTK Zip Slip Vulnerability (CVE-2025-14009) by @eoinfennessy in ogx-ai/ogx#5190
fix: bump nltk to 3.9.4 (CVE-2026-33236) by @eoinfennessy in ogx-ai/ogx#5260
ci: add release automation workflows to 0.4.x by @cdoern in ogx-ai/ogx#5278
fix: constrain starlette to >=1.0.1 (CVE-2026-48710) (backport #5977) by @mergify[bot] in ogx-ai/ogx#5988

Full Changelog: ogx-ai/ogx@v0.4.5...v0.4.6

`v0.4.5`

Compare Source

What's Changed

chore: bump llama-stack-client to 0.4.4 in UI lockfile by @cdoern in #4791
fix: MCP CPU spike by using context manager for session cleanup by @derekhiggins in #4851
fix(vector_io): eliminate duplicate call for vector store registration (backport #4925) by @mergify[bot] in #4944
chore: bump version to 0.4.5 for release by @cdoern in #4954

Full Changelog: ogx-ai/ogx@v0.4.4...v0.4.5

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✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 39.59%. Comparing base (17437c6) to head (18c0773).

@@             Coverage Diff             @@
##             main     #353       +/-   ##
===========================================
- Coverage   52.61%   39.59%   -13.03%     
===========================================
  Files          10       10               
  Lines         745      745               
===========================================
- Hits          392      295       -97     
- Misses        353      450       +97

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Update dependency llama-stack-api to v0.7.2

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