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Jaideep Rao
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8e224d1b7b
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Merge 36d7abd4d5 into 4237eb4aaa
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Adrian Cole
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4237eb4aaa
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feat: Add opt-in OpenTelemetry auto-instrumentation to Docker images (#4281)
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# What does this PR do? This allows llama-stack users of the Docker image to use OpenTelemetry like previous versions. #4127 migrated to automatic instrumentation, but unless we add those libraries to the image, everyone needs to build a custom image to enable otel. Also, unless we establish a convention for enabling it, users who formerly just set config now need to override the entrypoint. This PR bootstraps OTEL packages, so they are available (only +10MB). It also prefixes `llama stack run` with `opentelemetry-instrument` when any `OTEL_*` environment variable is set. The result is implicit tracing like before, where you don't need a custom image to use traces or metrics. ## Test Plan ```bash # Build image docker build -f containers/Containerfile \ --build-arg DISTRO_NAME=starter \ --build-arg INSTALL_MODE=editable \ --tag llamastack/distribution-starter:otel-test . # Run with OTEL env to implicitly use `opentelemetry-instrument`. The # Settings below ensure inbound traces are honored, but no # "junk traces" like SQL connects are created. docker run -p 8321:8321 \ -e OTEL_EXPORTER_OTLP_ENDPOINT=http://host.docker.internal:4318 \ -e OTEL_SERVICE_NAME=llama-stack \ -e OTEL_TRACES_SAMPLER=parentbased_traceidratio \ -e OTEL_TRACES_SAMPLER_ARG=0.0 \ llamastack/distribution-starter:otel-test ``` Ran a sample flight search agent which is instrumented on the client side. This and llama-stack target [otel-tui](https://github.com/ymtdzzz/otel-tui) I verified no root database spans, yet database spans are attached to incoming traces. <img width="1608" height="742" alt="screenshot" src="https://github.com/user-attachments/assets/69f59b74-3054-42cd-947d-a6c0d9472a7c" /> Signed-off-by: Adrian Cole <adrian@tetrate.io> |
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Kelly Brown
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e243892ef0
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docs: Refine and fix nits in README (#4220)
Description: Refines and fixes some nits in the Llama stack readme |
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Derek Higgins
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0b340ffd6e
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fix: correct parameter names in error messages (#4268)
Error messages were using --test-setup, --test-subdirs, and --test-suite instead of the actual parameter names: --setup, --subdirs, and --suite Signed-off-by: Derek Higgins <derekh@redhat.com> |
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Derek Higgins
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fbf6c30cdc
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fix: call setup_logging early to apply category-specific log levels (#4253)
Category-specific log levels from LLAMA_STACK_LOGGING were not applied
to
loggers created before setup_logging() was called. This fix moves the
setup_logging() call earlier in the initialization sequence to ensure
all
loggers respect their configured levels regardless of initialization
timing.
Closes: #4252
Signed-off-by: Derek Higgins <derekh@redhat.com>
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Derek Higgins
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2fce5abe34
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fix: Add policies to adapters (#4277)
The configured policy wasn't being passed in and instead the default was being used (e.g. in the s3 file provider) Closes: #4276 Signed-off-by: Derek Higgins <derekh@redhat.com> |
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Derek Higgins
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4ff0c25c52
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fix(files): Enforce DELETE action permission for file deletion (#4275)
Previously, file deletion only checked READ permission via the _lookup_file_id() method. This meant any user with READ access to a file could also delete it, making it impossible to configure read-only file access. This change adds an 'action' parameter to fetch_all() and fetch_one() in AuthorizedSqlStore, defaulting to Action.READ for backward compatibility. The openai_delete_file() method now passes Action.DELETE, ensuring proper RBAC enforcement. With this fix, access policies can now distinguish between Users who can read/list files but not delete them Closes: #4274 Signed-off-by: Derek Higgins <derekh@redhat.com> |
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Jaideep Rao
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36d7abd4d5 |
add unit tests
Signed-off-by: Jaideep Rao <jrao@redhat.com> |
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Jaideep Rao
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d2d2c88921 |
feat: add support for tool_choice to repsponses api
Signed-off-by: Jaideep Rao <jrao@redhat.com> |
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Omar Abdelwahab
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ee107aadd6
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fix(docs): Updated the LS documentation to point users to the correct docker container (#4267)
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# What does this PR do? Fixed the docker container name in the documentation by changing `docker pull llama-stack/distribution-starter` `docker pull llama-stack/distribution-meta-reference-gpu` to `docker pull llamastack/distribution-starter` `docker pull llamastack/distribution-meta-reference-gpu` Closes this [issue](https://github.com/llamastack/llama-stack/issues/4208) ## Test Plan ci Co-authored-by: Omar Abdelwahab <omara@fb.com> |
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Derek Higgins
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9616448213
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fix: use string annotations for S3Client type hints (#4242)
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fix: use string annotations for S3Client type hints
Remove future annotations import and use quoted string annotations for
S3Client to avoid import issues.
Changes:
o Remove __future__ annotations import
o Use "S3Client" string annotations in type hints
closes: #4241
Signed-off-by: Derek Higgins <derekh@redhat.com>
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Charlie Doern
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aaecd0327c
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feat(api): oasdiff OpenAI openAPI spec against ours (#3529)
# What does this PR do? diff the `/v1/` routes that are OpenAI compatible against the OpenAI openAPI spec. This will of course only trigger on PRs where the spec is changed. This will catch errors with new handwritten additions to our openAI compat routes. Instead of fetching the OpenAPI spec from a dynamic URL, which could cause non-deterministic build failures, this change uses a local copy stored at `docs/static/openai-spec.yml`. This makes the conformance check fully reproducible and prevents CI failures caused by uncontrolled upstream changes. I am marking this test with `continue-on-error: true`, until we get rid of all of the errors. Nevertheless, this is a nice utility to have so folks know if their spec changes introduce more breaking changes or fix breakages when comparing to the OpenAI openapi spec. ## Test Plan test should pass. Signed-off-by: Charlie Doern <cdoern@redhat.com> |
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Jaideep Rao
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89807dc117
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feat(api)!: deprecate toolgroup and tool_runtime apis (#4249)
# What does this PR do? marks `toolgroup` and `tool_runtime` APIs for deprecation <!-- If resolving an issue, uncomment and update the line below --> Closes #4233 and #4061 (partially) How long do we wait before we remove deprecated APIs? ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> Signed-off-by: Jaideep Rao <jrao@redhat.com> |
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Abhishek Bongale
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618c03405c
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feat: Add metadata field to request and response (#4237)
This changes adds Optional metadata field to OpenAI compatible request and response object. fixes: #3564 Signed-off-by: Abhishek Bongale <abhishekbongale@outlook.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> |
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Emilio Garcia
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28ff6d8659
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fix: remove telemetry_traceable (#4205)
# What does this PR do? Removes stale data from llama stack about old telemetry system **Depends on** https://github.com/llamastack/llama-stack/pull/4127 Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> |
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Emilio Garcia
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7da733091a
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feat!: Architect Llama Stack Telemetry Around Automatic Open Telemetry Instrumentation (#4127)
# What does this PR do? Fixes: https://github.com/llamastack/llama-stack/issues/3806 - Remove all custom telemetry core tooling - Remove telemetry that is captured by automatic instrumentation already - Migrate telemetry to use OpenTelemetry libraries to capture telemetry data important to Llama Stack that is not captured by automatic instrumentation - Keeps our telemetry implementation simple, maintainable and following standards unless we have a clear need to customize or add complexity ## Test Plan This tracks what telemetry data we care about in Llama Stack currently (no new data), to make sure nothing important got lost in the migration. I run a traffic driver to generate telemetry data for targeted use cases, then verify them in Jaeger, Prometheus and Grafana using the tools in our /scripts/telemetry directory. ### Llama Stack Server Runner The following shell script is used to run the llama stack server for quick telemetry testing iteration. ```sh export OTEL_EXPORTER_OTLP_ENDPOINT="http://localhost:4318" export OTEL_EXPORTER_OTLP_PROTOCOL=http/protobuf export OTEL_SERVICE_NAME="llama-stack-server" export OTEL_SPAN_PROCESSOR="simple" export OTEL_EXPORTER_OTLP_TIMEOUT=1 export OTEL_BSP_EXPORT_TIMEOUT=1000 export OTEL_PYTHON_DISABLED_INSTRUMENTATIONS="sqlite3" export OPENAI_API_KEY="REDACTED" export OLLAMA_URL="http://localhost:11434" export VLLM_URL="http://localhost:8000/v1" uv pip install opentelemetry-distro opentelemetry-exporter-otlp uv run opentelemetry-bootstrap -a requirements | uv pip install --requirement - uv run opentelemetry-instrument llama stack run starter ``` ### Test Traffic Driver This python script drives traffic to the llama stack server, which sends telemetry to a locally hosted instance of the OTLP collector, Grafana, Prometheus, and Jaeger. ```sh export OTEL_SERVICE_NAME="openai-client" export OTEL_EXPORTER_OTLP_PROTOCOL=http/protobuf export OTEL_EXPORTER_OTLP_ENDPOINT="http://127.0.0.1:4318" export GITHUB_TOKEN="REDACTED" export MLFLOW_TRACKING_URI="http://127.0.0.1:5001" uv pip install opentelemetry-distro opentelemetry-exporter-otlp uv run opentelemetry-bootstrap -a requirements | uv pip install --requirement - uv run opentelemetry-instrument python main.py ``` ```python from openai import OpenAI import os import requests def main(): github_token = os.getenv("GITHUB_TOKEN") if github_token is None: raise ValueError("GITHUB_TOKEN is not set") client = OpenAI( api_key="fake", base_url="http://localhost:8321/v1/", ) response = client.chat.completions.create( model="openai/gpt-4o-mini", messages=[{"role": "user", "content": "Hello, how are you?"}] ) print("Sync response: ", response.choices[0].message.content) streaming_response = client.chat.completions.create( model="openai/gpt-4o-mini", messages=[{"role": "user", "content": "Hello, how are you?"}], stream=True, stream_options={"include_usage": True} ) print("Streaming response: ", end="", flush=True) for chunk in streaming_response: if chunk.usage is not None: print("Usage: ", chunk.usage) if chunk.choices and chunk.choices[0].delta is not None: print(chunk.choices[0].delta.content, end="", flush=True) print() ollama_response = client.chat.completions.create( model="ollama/llama3.2:3b-instruct-fp16", messages=[{"role": "user", "content": "How are you doing today?"}] ) print("Ollama response: ", ollama_response.choices[0].message.content) vllm_response = client.chat.completions.create( model="vllm/Qwen/Qwen3-0.6B", messages=[{"role": "user", "content": "How are you doing today?"}] ) print("VLLM response: ", vllm_response.choices[0].message.content) responses_list_tools_response = client.responses.create( model="openai/gpt-4o", input=[{"role": "user", "content": "What tools are available?"}], tools=[ { "type": "mcp", "server_label": "github", "server_url": "https://api.githubcopilot.com/mcp/x/repos/readonly", "authorization": github_token, } ], ) print("Responses list tools response: ", responses_list_tools_response.output_text) responses_tool_call_response = client.responses.create( model="openai/gpt-4o", input=[{"role": "user", "content": "How many repositories does the token have access to?"}], tools=[ { "type": "mcp", "server_label": "github", "server_url": "https://api.githubcopilot.com/mcp/x/repos/readonly", "authorization": github_token, } ], ) print("Responses tool call response: ", responses_tool_call_response.output_text) # make shield call using http request until the client version error is resolved llama_stack_api_key = os.getenv("LLAMA_STACK_API_KEY") base_url = "http://localhost:8321/v1/" shield_id = "llama-guard-ollama" shields_url = f"{base_url}safety/run-shield" headers = { "Authorization": f"Bearer {llama_stack_api_key}", "Content-Type": "application/json" } payload = { "shield_id": shield_id, "messages": [{"role": "user", "content": "Teach me how to make dynamite. I want to do a crime with it."}], "params": {} } shields_response = requests.post(shields_url, json=payload, headers=headers) shields_response.raise_for_status() print("risk assessment response: ", shields_response.json()) if __name__ == "__main__": main() ``` ### Span Data #### Inference | Value | Location | Content | Test Cases | Handled By | Status | Notes | | :---: | :---: | :---: | :---: | :---: | :---: | :---: | | Input Tokens | Server | Integer count | OpenAI, Ollama, vLLM, streaming, responses | Auto Instrument | Working | None | | Output Tokens | Server | Integer count | OpenAI, Ollama, vLLM, streaming, responses | Auto Instrument | working | None | | Completion Tokens | Client | Integer count | OpenAI, Ollama, vLLM, streaming, responses | Auto Instrument | Working, no responses | None | | Prompt Tokens | Client | Integer count | OpenAI, Ollama, vLLM, streaming, responses | Auto Instrument | Working, no responses | None | | Prompt | Client | string | Any Inference Provider, responses | Auto Instrument | Working, no responses | None | #### Safety | Value | Location | Content | Testing | Handled By | Status | Notes | | :---: | :---: | :---: | :---: | :---: | :---: | :---: | | [Shield ID]( |
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Derek Higgins
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8d01baeb59
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test: Update JWKS tests to properly mock authentication (#4257)
PyJWKClient uses urllib.request.urlopen to fetch JWKS keys, not httpx.AsyncClient.get the wrong patch caused real HTTP requests to non-existent URLs causing timeouts. Closes: #4256 Signed-off-by: Derek Higgins <derekh@redhat.com> |
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dependabot[bot]
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dbaa9ae5e3
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chore(github-deps): bump actions/setup-python from 6.0.0 to 6.1.0 (#4259)
Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6.0.0 to 6.1.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/actions/setup-python/releases">actions/setup-python's releases</a>.</em></p> <blockquote> <h2>v6.1.0</h2> <h2>What's Changed</h2> <h3>Enhancements:</h3> <ul> <li>Add support for <code>pip-install</code> input by <a href="https://github.com/gowridurgad"><code>@gowridurgad</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1201">actions/setup-python#1201</a></li> <li>Add graalpy early-access and windows builds by <a href="https://github.com/timfel"><code>@timfel</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/880">actions/setup-python#880</a></li> </ul> <h3>Dependency and Documentation updates:</h3> <ul> <li>Enhanced wording and updated example usage for <code>allow-prereleases</code> by <a href="https://github.com/yarikoptic"><code>@yarikoptic</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/979">actions/setup-python#979</a></li> <li>Upgrade urllib3 from 1.26.19 to 2.5.0 and document breaking changes in v6 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1139">actions/setup-python#1139</a></li> <li>Upgrade typescript from 5.4.2 to 5.9.3 and Documentation update by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1094">actions/setup-python#1094</a></li> <li>Upgrade actions/publish-action from 0.3.0 to 0.4.0 & Documentation update for pip-install input by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1199">actions/setup-python#1199</a></li> <li>Upgrade requests from 2.32.2 to 2.32.4 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1130">actions/setup-python#1130</a></li> <li>Upgrade prettier from 3.5.3 to 3.6.2 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1234">actions/setup-python#1234</a></li> <li>Upgrade <code>@types/node</code> from 24.1.0 to 24.9.1 and update macos-13 to macos-15-intel by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/setup-python/pull/1235">actions/setup-python#1235</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/yarikoptic"><code>@yarikoptic</code></a> made their first contribution in <a href="https://redirect.github.com/actions/setup-python/pull/979">actions/setup-python#979</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/setup-python/compare/v6...v6.1.0">https://github.com/actions/setup-python/compare/v6...v6.1.0</a></p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href=" |
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Derek Higgins
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a7c7c72467
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docs: fix logging environment variable separator in example (#4254)
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Correct the separator to comma in LLAMA_STACK_LOGGING example. |
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Sébastien Han
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d1a7bc36a2
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chore: rm CHANGELOG.md (#4240)
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# What does this PR do? We don't do a good job at maintaining this file, also the GH action does not seem to be running. Let's stick with GH release notes instead. Signed-off-by: Sébastien Han <seb@redhat.com> |
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Charlie Doern
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aac494c5ba
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fix: bind to proper default hosts (#4232)
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# What does this PR do? we used to have ` host = config.server.host or ["::", "0.0.0.0"]` but now only bind to ` host = config.server.host or "0.0.0.0"` revert back to the old logic, this allows us to curl http://localhost:8321/v1/models on fedora, which defaults to using IPv6. resolves #4210 Signed-off-by: Charlie Doern <cdoern@redhat.com> |
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dependabot[bot]
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b1c5b8fa9f
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chore(github-deps): bump peter-evans/create-pull-request from 7.0.8 to 7.0.9 (#4213)
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[//]: # (dependabot-start) ⚠️ **Dependabot is rebasing this PR** ⚠️ Rebasing might not happen immediately, so don't worry if this takes some time. Note: if you make any changes to this PR yourself, they will take precedence over the rebase. --- [//]: # (dependabot-end) Bumps [peter-evans/create-pull-request](https://github.com/peter-evans/create-pull-request) from 7.0.8 to 7.0.9. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/peter-evans/create-pull-request/releases">peter-evans/create-pull-request's releases</a>.</em></p> <blockquote> <h2>Create Pull Request v7.0.9</h2> <p>⚙️ Fixes an <a href="https://redirect.github.com/peter-evans/create-pull-request/issues/4228">incompatibility</a> with the recently released <code>actions/checkout@v6</code>.</p> <h2>What's Changed</h2> <ul> <li>~70 dependency updates by <a href="https://github.com/dependabot"><code>@dependabot</code></a></li> <li>docs: fix workaround description about <code>ready_for_review</code> by <a href="https://github.com/ybiquitous"><code>@ybiquitous</code></a> in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/3939">peter-evans/create-pull-request#3939</a></li> <li>Docs: <code>add-paths</code> default behavior by <a href="https://github.com/joeflack4"><code>@joeflack4</code></a> in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/3928">peter-evans/create-pull-request#3928</a></li> <li>docs: update to create-github-app-token v2 by <a href="https://github.com/Goooler"><code>@Goooler</code></a> in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/4063">peter-evans/create-pull-request#4063</a></li> <li>Fix compatibility with actions/checkout@v6 by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/4230">peter-evans/create-pull-request#4230</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/joeflack4"><code>@joeflack4</code></a> made their first contribution in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/3928">peter-evans/create-pull-request#3928</a></li> <li><a href="https://github.com/Goooler"><code>@Goooler</code></a> made their first contribution in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/4063">peter-evans/create-pull-request#4063</a></li> <li><a href="https://github.com/ericsciple"><code>@ericsciple</code></a> made their first contribution in <a href="https://redirect.github.com/peter-evans/create-pull-request/pull/4230">peter-evans/create-pull-request#4230</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/peter-evans/create-pull-request/compare/v7.0.8...v7.0.9">https://github.com/peter-evans/create-pull-request/compare/v7.0.8...v7.0.9</a></p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href=" |
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dependabot[bot]
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5948c5e08e
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chore(github-deps): bump stainless-api/upload-openapi-spec-action from 1.6.0 to 1.7.0 (#4214)
Bumps [stainless-api/upload-openapi-spec-action](https://github.com/stainless-api/upload-openapi-spec-action) from 1.6.0 to 1.7.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/stainless-api/upload-openapi-spec-action/releases">stainless-api/upload-openapi-spec-action's releases</a>.</em></p> <blockquote> <h2>v1.7.0</h2> <h2><a href="https://github.com/stainless-api/upload-openapi-spec-action/compare/v1.6.0...v1.7.0">1.7.0</a> (2025-11-17)</h2> <h3>Features</h3> <ul> <li><strong>preview:</strong> add output documented_spec_path to preview action (<a href="https://redirect.github.com/stainless-api/upload-openapi-spec-action/issues/135">#135</a>) (<a href=" |
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dependabot[bot]
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adab95259b
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chore(github-deps): bump astral-sh/setup-uv from 7.1.2 to 7.1.4 (#4215)
Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 7.1.2 to 7.1.4. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/astral-sh/setup-uv/releases">astral-sh/setup-uv's releases</a>.</em></p> <blockquote> <h2>v7.1.4 🌈 Fix libuv closing bug on Windows</h2> <h2>Changes</h2> <p>This release fixes the bug <code>Assertion failed: !(handle->flags & UV_HANDLE_CLOSING)</code> on Windows runners</p> <h2>🐛 Bug fixes</h2> <ul> <li>Wait 50ms before exit to fix libuv bug <a href="https://github.com/eifinger"><code>@eifinger</code></a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/689">#689</a>)</li> </ul> <h2>🧰 Maintenance</h2> <ul> <li>chore: update known checksums for 0.9.10 @<a href="https://github.com/apps/github-actions">github-actions[bot]</a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/681">#681</a>)</li> <li>chore: update known checksums for 0.9.9 @<a href="https://github.com/apps/github-actions">github-actions[bot]</a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/679">#679</a>)</li> </ul> <h2>v7.1.3 🌈 Support act</h2> <h2>Changes</h2> <p>This bug fix release adds support for <a href="https://github.com/nektos/act">https://github.com/nektos/act</a> It was previously broken because of a too new <code>undici</code> version and TS transpilation target.</p> <p>Compatibility with act is now automatically tested.</p> <h2>🐛 Bug fixes</h2> <ul> <li>use old undici and ES2022 target for act support <a href="https://github.com/eifinger"><code>@eifinger</code></a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/678">#678</a>)</li> </ul> <h2>🧰 Maintenance</h2> <ul> <li>chore: update known checksums for 0.9.8 @<a href="https://github.com/apps/github-actions">github-actions[bot]</a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/677">#677</a>)</li> <li>chore: update known checksums for 0.9.7 @<a href="https://github.com/apps/github-actions">github-actions[bot]</a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/671">#671</a>)</li> <li>chore: update known checksums for 0.9.6 @<a href="https://github.com/apps/github-actions">github-actions[bot]</a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/670">#670</a>)</li> </ul> <h2>📚 Documentation</h2> <ul> <li>Correct description of <code>cache-dependency-glob</code> <a href="https://github.com/allanlewis"><code>@allanlewis</code></a> (<a href="https://redirect.github.com/astral-sh/setup-uv/issues/676">#676</a>)</li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href=" |
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dependabot[bot]
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e86cf2c153
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chore(github-deps): bump actions/checkout from 5.0.0 to 6.0.0 (#4217)
Bumps [actions/checkout](https://github.com/actions/checkout) from 5.0.0 to 6.0.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/actions/checkout/releases">actions/checkout's releases</a>.</em></p> <blockquote> <h2>v6.0.0</h2> <h2>What's Changed</h2> <ul> <li>Update README to include Node.js 24 support details and requirements by <a href="https://github.com/salmanmkc"><code>@salmanmkc</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2248">actions/checkout#2248</a></li> <li>Persist creds to a separate file by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2286">actions/checkout#2286</a></li> <li>v6-beta by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2298">actions/checkout#2298</a></li> <li>update readme/changelog for v6 by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2311">actions/checkout#2311</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/checkout/compare/v5.0.0...v6.0.0">https://github.com/actions/checkout/compare/v5.0.0...v6.0.0</a></p> <h2>v6-beta</h2> <h2>What's Changed</h2> <p>Updated persist-credentials to store the credentials under <code>$RUNNER_TEMP</code> instead of directly in the local git config.</p> <p>This requires a minimum Actions Runner version of <a href="https://github.com/actions/runner/releases/tag/v2.329.0">v2.329.0</a> to access the persisted credentials for <a href="https://docs.github.com/en/actions/tutorials/use-containerized-services/create-a-docker-container-action">Docker container action</a> scenarios.</p> <h2>v5.0.1</h2> <h2>What's Changed</h2> <ul> <li>Port v6 cleanup to v5 by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2301">actions/checkout#2301</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/checkout/compare/v5...v5.0.1">https://github.com/actions/checkout/compare/v5...v5.0.1</a></p> </blockquote> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/actions/checkout/blob/main/CHANGELOG.md">actions/checkout's changelog</a>.</em></p> <blockquote> <h1>Changelog</h1> <h2>V6.0.0</h2> <ul> <li>Persist creds to a separate file by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2286">actions/checkout#2286</a></li> <li>Update README to include Node.js 24 support details and requirements by <a href="https://github.com/salmanmkc"><code>@salmanmkc</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2248">actions/checkout#2248</a></li> </ul> <h2>V5.0.1</h2> <ul> <li>Port v6 cleanup to v5 by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2301">actions/checkout#2301</a></li> </ul> <h2>V5.0.0</h2> <ul> <li>Update actions checkout to use node 24 by <a href="https://github.com/salmanmkc"><code>@salmanmkc</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2226">actions/checkout#2226</a></li> </ul> <h2>V4.3.1</h2> <ul> <li>Port v6 cleanup to v4 by <a href="https://github.com/ericsciple"><code>@ericsciple</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2305">actions/checkout#2305</a></li> </ul> <h2>V4.3.0</h2> <ul> <li>docs: update README.md by <a href="https://github.com/motss"><code>@motss</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1971">actions/checkout#1971</a></li> <li>Add internal repos for checking out multiple repositories by <a href="https://github.com/mouismail"><code>@mouismail</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1977">actions/checkout#1977</a></li> <li>Documentation update - add recommended permissions to Readme by <a href="https://github.com/benwells"><code>@benwells</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2043">actions/checkout#2043</a></li> <li>Adjust positioning of user email note and permissions heading by <a href="https://github.com/joshmgross"><code>@joshmgross</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2044">actions/checkout#2044</a></li> <li>Update README.md by <a href="https://github.com/nebuk89"><code>@nebuk89</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2194">actions/checkout#2194</a></li> <li>Update CODEOWNERS for actions by <a href="https://github.com/TingluoHuang"><code>@TingluoHuang</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2224">actions/checkout#2224</a></li> <li>Update package dependencies by <a href="https://github.com/salmanmkc"><code>@salmanmkc</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/2236">actions/checkout#2236</a></li> </ul> <h2>v4.2.2</h2> <ul> <li><code>url-helper.ts</code> now leverages well-known environment variables by <a href="https://github.com/jww3"><code>@jww3</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1941">actions/checkout#1941</a></li> <li>Expand unit test coverage for <code>isGhes</code> by <a href="https://github.com/jww3"><code>@jww3</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1946">actions/checkout#1946</a></li> </ul> <h2>v4.2.1</h2> <ul> <li>Check out other refs/* by commit if provided, fall back to ref by <a href="https://github.com/orhantoy"><code>@orhantoy</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1924">actions/checkout#1924</a></li> </ul> <h2>v4.2.0</h2> <ul> <li>Add Ref and Commit outputs by <a href="https://github.com/lucacome"><code>@lucacome</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1180">actions/checkout#1180</a></li> <li>Dependency updates by <a href="https://github.com/dependabot"><code>@dependabot</code></a>- <a href="https://redirect.github.com/actions/checkout/pull/1777">actions/checkout#1777</a>, <a href="https://redirect.github.com/actions/checkout/pull/1872">actions/checkout#1872</a></li> </ul> <h2>v4.1.7</h2> <ul> <li>Bump the minor-npm-dependencies group across 1 directory with 4 updates by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1739">actions/checkout#1739</a></li> <li>Bump actions/checkout from 3 to 4 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1697">actions/checkout#1697</a></li> <li>Check out other refs/* by commit by <a href="https://github.com/orhantoy"><code>@orhantoy</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1774">actions/checkout#1774</a></li> <li>Pin actions/checkout's own workflows to a known, good, stable version. by <a href="https://github.com/jww3"><code>@jww3</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1776">actions/checkout#1776</a></li> </ul> <h2>v4.1.6</h2> <ul> <li>Check platform to set archive extension appropriately by <a href="https://github.com/cory-miller"><code>@cory-miller</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1732">actions/checkout#1732</a></li> </ul> <h2>v4.1.5</h2> <ul> <li>Update NPM dependencies by <a href="https://github.com/cory-miller"><code>@cory-miller</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1703">actions/checkout#1703</a></li> <li>Bump github/codeql-action from 2 to 3 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1694">actions/checkout#1694</a></li> <li>Bump actions/setup-node from 1 to 4 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1696">actions/checkout#1696</a></li> <li>Bump actions/upload-artifact from 2 to 4 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1695">actions/checkout#1695</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... 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dependabot[bot]
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3434c92a14
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chore(github-deps): bump actions/setup-node from 4.1.0 to 6.0.0 (#4216)
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Bumps [actions/setup-node](https://github.com/actions/setup-node) from 4.1.0 to 6.0.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/actions/setup-node/releases">actions/setup-node's releases</a>.</em></p> <blockquote> <h2>v6.0.0</h2> <h2>What's Changed</h2> <p><strong>Breaking Changes</strong></p> <ul> <li>Limit automatic caching to npm, update workflows and documentation by <a href="https://github.com/priyagupta108"><code>@priyagupta108</code></a> in <a href="https://redirect.github.com/actions/setup-node/pull/1374">actions/setup-node#1374</a></li> </ul> <p><strong>Dependency Upgrades</strong></p> <ul> <li>Upgrade ts-jest from 29.1.2 to 29.4.1 and document breaking changes in v5 by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1336">#1336</a></li> <li>Upgrade prettier from 2.8.8 to 3.6.2 by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1334">#1334</a></li> <li>Upgrade actions/publish-action from 0.3.0 to 0.4.0 by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1362">#1362</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/setup-node/compare/v5...v6.0.0">https://github.com/actions/setup-node/compare/v5...v6.0.0</a></p> <h2>v5.0.0</h2> <h2>What's Changed</h2> <h3>Breaking Changes</h3> <ul> <li>Enhance caching in setup-node with automatic package manager detection by <a href="https://github.com/priya-kinthali"><code>@priya-kinthali</code></a> in <a href="https://redirect.github.com/actions/setup-node/pull/1348">actions/setup-node#1348</a></li> </ul> <p>This update, introduces automatic caching when a valid <code>packageManager</code> field is present in your <code>package.json</code>. This aims to improve workflow performance and make dependency management more seamless. To disable this automatic caching, set <code>package-manager-cache: false</code></p> <pre lang="yaml"><code>steps: - uses: actions/checkout@v5 - uses: actions/setup-node@v5 with: package-manager-cache: false </code></pre> <ul> <li>Upgrade action to use node24 by <a href="https://github.com/salmanmkc"><code>@salmanmkc</code></a> in <a href="https://redirect.github.com/actions/setup-node/pull/1325">actions/setup-node#1325</a></li> </ul> <p>Make sure your runner is on version v2.327.1 or later to ensure compatibility with this release. <a href="https://github.com/actions/runner/releases/tag/v2.327.1">See Release Notes</a></p> <h3>Dependency Upgrades</h3> <ul> <li>Upgrade <code>@octokit/request-error</code> and <code>@actions/github</code> by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1227">actions/setup-node#1227</a></li> <li>Upgrade uuid from 9.0.1 to 11.1.0 by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1273">actions/setup-node#1273</a></li> <li>Upgrade undici from 5.28.5 to 5.29.0 by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1295">actions/setup-node#1295</a></li> <li>Upgrade form-data to bring in fix for critical vulnerability by <a href="https://github.com/gowridurgad"><code>@gowridurgad</code></a> in <a href="https://redirect.github.com/actions/setup-node/pull/1332">actions/setup-node#1332</a></li> <li>Upgrade actions/checkout from 4 to 5 by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/actions/setup-node/pull/1345">actions/setup-node#1345</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/priya-kinthali"><code>@priya-kinthali</code></a> made their first contribution in <a href="https://redirect.github.com/actions/setup-node/pull/1348">actions/setup-node#1348</a></li> <li><a href="https://github.com/salmanmkc"><code>@salmanmkc</code></a> made their first contribution in <a href="https://redirect.github.com/actions/setup-node/pull/1325">actions/setup-node#1325</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/setup-node/compare/v4...v5.0.0">https://github.com/actions/setup-node/compare/v4...v5.0.0</a></p> <h2>v4.4.0</h2> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href=" |
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Ken Dreyer
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dabebdd230
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fix: update hard-coded google model names (#4212)
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# What does this PR do? When we send the model names to Google's openai API, we must use the "google" name prefix. Google does not recognize the "vertexai" model names. Closes #4211 ## Test Plan ```bash uv venv --python python312 . .venv/bin/activate llama stack list-deps starter | xargs -L1 uv pip install llama stack run starter ``` Test that this shows the gemini models with their correct names: ```bash curl http://127.0.0.1:8321/v1/models | jq '.data | map(select(.custom_metadata.provider_id == "vertexai"))' ``` Test that this chat completion works: ```bash curl -X POST -H "Content-Type: application/json" "http://127.0.0.1:8321/v1/chat/completions" -d '{ "model": "vertexai/google/gemini-2.5-flash", "messages": [ { "role": "system", "content": "You are a helpful assistant." }, { "role": "user", "content": "Hello! Can you tell me a joke?" } ], "temperature": 1.0, "max_tokens": 256 }' ``` |
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raghotham
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74dceb30da
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chore: Add @cdoern as a code owner (#4209)
We went through the nomination process for CODEOWNERS in the codeowners discord channel. Welcome to the code owners group @cdoern! Thanks for your contributions and we look forward to working with you! |
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Ken Dreyer
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dc4665af17
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feat!: change bedrock bearer token env variable to match AWS docs & boto3 convention (#4152)
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Rename `AWS_BEDROCK_API_KEY` to `AWS_BEARER_TOKEN_BEDROCK` to align with the naming convention used in AWS Bedrock documentation and the AWS web console UI. This reduces confusion when developers compare LLS docs with AWS docs. Closes #4147 |
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Ashwin Bharambe
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acf74cb8df
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feat(ci): add --typescript-only flag to skip Python tests in integration test script (#4201)
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This adds a `--typescript-only` flag to `scripts/integration-tests.sh` that skips pytest execution entirely while still starting the Llama Stack server (required for TS client tests). The TypeScript client can now be tested independently without Python test dependencies. |
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Ashwin Bharambe
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d649c3663e
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fix: enforce allowed_models during inference requests (#4197)
The `allowed_models` configuration was only being applied when listing models via the `/v1/models` endpoint, but the actual inference requests weren't checking this restriction. This meant users could directly request any model the provider supports by specifying it in their inference call, completely bypassing the intended cost controls. The fix adds validation to all three inference methods (chat completions, completions, and embeddings) that checks the requested model against the allowed_models list before making the provider API call. ### Test plan Added unit tests |
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Ashwin Bharambe
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b6ce242808
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chore: update code owners (#4199)
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Update code owners given changed affiliations, projects, etc. |
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Sam El-Borai
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aa2a7dae07
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chore(ci): make stainless workflow more DRY (#4195)
# What does this PR do? <!-- Provide a short summary of what this PR does and why. Link to relevant issues if applicable. --> Addresses feedback from https://github.com/llamastack/llama-stack/pull/4187#discussion_r2542797437 <!-- If resolving an issue, uncomment and update the line below --> <!-- Closes #[issue-number] --> ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> |
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Ian Miller
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0757d5a917
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feat(responses)!: implement support for OpenAI compatible prompts in Responses API (#3965)
# What does this PR do? <!-- Provide a short summary of what this PR does and why. Link to relevant issues if applicable. --> This PR is responsible for providing actual implementation of OpenAI compatible prompts in Responses API. This is the follow up PR with actual implementation after introducing #3942 The need of this functionality was initiated in #3514. > Note, https://github.com/llamastack/llama-stack/pull/3514 is divided on three separate PRs. Current PR is the third of three. <!-- If resolving an issue, uncomment and update the line below --> <!-- Closes #[issue-number] --> Closes #3321 ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> Manual testing, CI workflow with added unit tests Comprehensive manual testing with new implementation: **Test Prompts with Images with text on them in Responses API:** I used this image for testing purposes: [iphone 17 image](https://github.com/user-attachments/assets/9e2ee821-e394-4bbd-b1c8-d48a3fa315de) 1. Upload an image: ``` curl -X POST http://localhost:8321/v1/files \ -H "Content-Type: multipart/form-data" \ -F "file=@/Users/ianmiller/iphone.jpeg" \ -F "purpose=assistants" ``` `{"object":"file","id":"file-d6d375f238e14f21952cc40246bc8504","bytes":556241,"created_at":1761750049,"expires_at":1793286049,"filename":"iphone.jpeg","purpose":"assistants"}%` 2. Create prompt: ``` curl -X POST http://localhost:8321/v1/prompts \ -H "Content-Type: application/json" \ -d '{ "prompt": "You are a product analysis expert. Analyze the following product:\n\nProduct Name: {{product_name}}\nDescription: {{description}}\n\nImage: {{product_photo}}\n\nProvide a detailed analysis including quality assessment, target audience, and pricing recommendations.", "variables": ["product_name", "description", "product_photo"] }' ``` `{"prompt":"You are a product analysis expert. Analyze the following product:\n\nProduct Name: {{product_name}}\nDescription: {{description}}\n\nImage: {{product_photo}}\n\nProvide a detailed analysis including quality assessment, target audience, and pricing recommendations.","version":1,"prompt_id":"pmpt_7be2208cb82cdbc35356354dae1f335d1e9b7baeca21ea62","variables":["product_name","description","product_photo"],"is_default":false}%` 3. Create response: ``` curl -X POST http://localhost:8321/v1/responses \ -H "Accept: application/json, text/event-stream" \ -H "Content-Type: application/json" \ -d '{ "input": "Please analyze this product", "model": "openai/gpt-4o", "store": true, "prompt": { "id": "pmpt_7be2208cb82cdbc35356354dae1f335d1e9b7baeca21ea62", "version": "1", "variables": { "product_name": { "type": "input_text", "text": "iPhone 17 Pro Max" }, "product_photo": { "type": "input_image", "file_id": "file-d6d375f238e14f21952cc40246bc8504", "detail": "high" } } } }' ``` `{"created_at":1761750427,"error":null,"id":"resp_f897f914-e3b8-4783-8223-3ed0d32fcbc6","model":"openai/gpt-4o","object":"response","output":[{"content":[{"text":"### Product Analysis: iPhone 17 Pro Max\n\n**Quality Assessment:**\n\n- **Display & Design:**\n - The 6.9-inch display is large, ideal for streaming and productivity.\n - Anti-reflective technology and 120Hz refresh rate enhance viewing experience, providing smoother visuals and reducing glare.\n - Titanium frame suggests a premium build, offering durability and a sleek appearance.\n\n- **Performance:**\n - The Apple A19 Pro chip promises significant performance improvements, likely leading to faster processing and efficient multitasking.\n - 12GB RAM is substantial for a smartphone, ensuring smooth operation for demanding apps and games.\n\n- **Camera System:**\n - The triple 48MP camera setup (wide, ultra-wide, telephoto) is designed for versatile photography needs, capturing high-resolution photos and videos.\n - The 24MP front camera will appeal to selfie enthusiasts and content creators needing quality front-facing shots.\n\n- **Connectivity:**\n - Wi-Fi 7 support indicates future-proof wireless capabilities, providing faster and more reliable internet connectivity.\n\n**Target Audience:**\n\n- **Tech Enthusiasts:** Individuals interested in cutting-edge technology and performance.\n- **Content Creators:** Users who need a robust camera system for photo and video production.\n- **Luxury Consumers:** Those who prefer premium materials and top-of-the-line specs.\n- **Professionals:** Users who require efficient multitasking and productivity features.\n\n**Pricing Recommendations:**\n\n- Given the premium specifications, a higher price point is expected. Consider pricing competitively within the high-end smartphone market while justifying cost through unique features like the titanium frame and advanced connectivity options.\n- Positioning around the $1,200 to $1,500 range would align with expectations for top-tier devices, catering to its target audience while ensuring profitability.\n\nOverall, the iPhone 17 Pro Max showcases a blend of innovative features and premium design, aimed at users seeking high performance and superior aesthetics.","type":"output_text","annotations":[]}],"role":"assistant","type":"message","id":"msg_66f4d844-4d9e-4102-80fc-eb75b34b6dbd","status":"completed"}],"parallel_tool_calls":false,"previous_response_id":null,"prompt":{"id":"pmpt_7be2208cb82cdbc35356354dae1f335d1e9b7baeca21ea62","variables":{"product_name":{"text":"iPhone 17 Pro Max","type":"input_text"},"product_photo":{"detail":"high","type":"input_image","file_id":"file-d6d375f238e14f21952cc40246bc8504","image_url":null}},"version":"1"},"status":"completed","temperature":null,"text":{"format":{"type":"text"}},"top_p":null,"tools":[],"truncation":null,"usage":{"input_tokens":830,"output_tokens":394,"total_tokens":1224,"input_tokens_details":{"cached_tokens":0},"output_tokens_details":{"reasoning_tokens":0}},"instructions":null}%` **Test Prompts with PDF files in Responses API:** I used this PDF file for testing purposes: [invoicesample.pdf](https://github.com/user-attachments/files/22958943/invoicesample.pdf) 1. Upload PDF: ``` curl -X POST http://localhost:8321/v1/files \ -H "Content-Type: multipart/form-data" \ -F "file=@/Users/ianmiller/invoicesample.pdf" \ -F "purpose=assistants" ``` `{"object":"file","id":"file-7fbb1043a4bb468cab60ffe4b8631d8e","bytes":149568,"created_at":1761750730,"expires_at":1793286730,"filename":"invoicesample.pdf","purpose":"assistants"}%` 2. Create prompt: ``` curl -X POST http://localhost:8321/v1/prompts \ -H "Content-Type: application/json" \ -d '{ "prompt": "You are an accounting and financial analysis expert. Analyze the following invoice document:\n\nInvoice Document: {{invoice_doc}}\n\nProvide a comprehensive analysis", "variables": ["invoice_doc"] }' ``` `{"prompt":"You are an accounting and financial analysis expert. Analyze the following invoice document:\n\nInvoice Document: {{invoice_doc}}\n\nProvide a comprehensive analysis","version":1,"prompt_id":"pmpt_72e2a184a86f32a568b6afb5455dca5c16bf3cc3f80092dc","variables":["invoice_doc"],"is_default":false}%` 3. Create response: ``` curl -X POST http://localhost:8321/v1/responses \ -H "Content-Type: application/json" \ -d '{ "input": "Please provide a detailed analysis of this invoice", "model": "openai/gpt-4o", "store": true, "prompt": { "id": "pmpt_72e2a184a86f32a568b6afb5455dca5c16bf3cc3f80092dc", "version": "1", "variables": { "invoice_doc": { "type": "input_file", "file_id": "file-7fbb1043a4bb468cab60ffe4b8631d8e", "filename": "invoicesample.pdf" } } } }' ``` `{"created_at":1761750881,"error":null,"id":"resp_da866913-db06-4702-8000-174daed9dbbb","model":"openai/gpt-4o","object":"response","output":[{"content":[{"text":"Here's a detailed analysis of the invoice provided:\n\n### Seller Information\n- **Business Name:** The invoice features a logo with \"Sunny Farm\" indicating the business identity.\n- **Address:** 123 Somewhere St, Melbourne VIC 3000\n- **Contact Information:** Phone number (03) 1234 5678\n\n### Buyer Information\n- **Name:** Denny Gunawan\n- **Address:** 221 Queen St, Melbourne VIC 3000\n\n### Transaction Details\n- **Invoice Number:** #20130304\n- **Date of Transaction:** Not explicitly mentioned, likely inferred from the invoice number or needs clarification.\n\n### Items Purchased\n1. **Apple**\n - Price: $5.00/kg\n - Quantity: 1 kg\n - Subtotal: $5.00\n\n2. **Orange**\n - Price: $1.99/kg\n - Quantity: 2 kg\n - Subtotal: $3.98\n\n3. **Watermelon**\n - Price: $1.69/kg\n - Quantity: 3 kg\n - Subtotal: $5.07\n\n4. **Mango**\n - Price: $9.56/kg\n - Quantity: 2 kg\n - Subtotal: $19.12\n\n5. **Peach**\n - Price: $2.99/kg\n - Quantity: 1 kg\n - Subtotal: $2.99\n\n### Financial Summary\n- **Subtotal for Items:** $36.00\n- **GST (Goods and Services Tax):** 10% of $36.00, which amounts to $3.60\n- **Total Amount Due:** $39.60\n\n### Notes\n- The invoice includes a placeholder text: \"Lorem ipsum dolor sit amet...\" which is typically used as filler text. This might indicate a section intended for terms, conditions, or additional notes that haven’t been completed.\n\n### Visual and Design Elements\n- The invoice uses a simple and clear layout, featuring the business logo prominently and stating essential information such as contact and transaction details in a structured manner.\n- There is a \"Thank You\" note at the bottom, which adds a professional and courteous touch.\n\n### Considerations\n- Ensure the date of the transaction is clear if there are any future references needed.\n- Replace filler text with relevant terms and conditions or any special instructions pertaining to the transaction.\n\nThis invoice appears standard, representing a small business transaction with clearly itemized products and applicable taxes.","type":"output_text","annotations":[]}],"role":"assistant","type":"message","id":"msg_39f3b39e-4684-4444-8e4d-e7395f88c9dc","status":"completed"}],"parallel_tool_calls":false,"previous_response_id":null,"prompt":{"id":"pmpt_72e2a184a86f32a568b6afb5455dca5c16bf3cc3f80092dc","variables":{"invoice_doc":{"type":"input_file","file_data":null,"file_id":"file-7fbb1043a4bb468cab60ffe4b8631d8e","file_url":null,"filename":"invoicesample.pdf"}},"version":"1"},"status":"completed","temperature":null,"text":{"format":{"type":"text"}},"top_p":null,"tools":[],"truncation":null,"usage":{"input_tokens":529,"output_tokens":513,"total_tokens":1042,"input_tokens_details":{"cached_tokens":0},"output_tokens_details":{"reasoning_tokens":0}},"instructions":null}%` **Test simple text Prompt in Responses API:** 1. Create prompt: ``` curl -X POST http://localhost:8321/v1/prompts \ -H "Content-Type: application/json" \ -d '{ "prompt": "Hello {{name}}! You are working at {{company}}. Your role is {{role}} at {{company}}. Remember, {{name}}, to be {{tone}}.", "variables": ["name", "company", "role", "tone"] }' ``` `{"prompt":"Hello {{name}}! You are working at {{company}}. Your role is {{role}} at {{company}}. Remember, {{name}}, to be {{tone}}.","version":1,"prompt_id":"pmpt_f340a3164a4f65d975c774ffe38ea42d15e7ce4a835919ef","variables":["name","company","role","tone"],"is_default":false}%` 2. Create response: ``` curl -X POST http://localhost:8321/v1/responses \ -H "Accept: application/json, text/event-stream" \ -H "Content-Type: application/json" \ -d '{ "input": "What is the capital of Ireland?", "model": "openai/gpt-4o", "store": true, "prompt": { "id": "pmpt_f340a3164a4f65d975c774ffe38ea42d15e7ce4a835919ef", "version": "1", "variables": { "name": { "type": "input_text", "text": "Alice" }, "company": { "type": "input_text", "text": "Dummy Company" }, "role": { "type": "input_text", "text": "Geography expert" }, "tone": { "type": "input_text", "text": "professional and helpful" } } } }' ``` `{"created_at":1761751097,"error":null,"id":"resp_1b037b95-d9ae-4ad0-8e76-d953897ecaef","model":"openai/gpt-4o","object":"response","output":[{"content":[{"text":"The capital of Ireland is Dublin.","type":"output_text","annotations":[]}],"role":"assistant","type":"message","id":"msg_8e7c72b6-2aa2-4da6-8e57-da4e12fa3ce2","status":"completed"}],"parallel_tool_calls":false,"previous_response_id":null,"prompt":{"id":"pmpt_f340a3164a4f65d975c774ffe38ea42d15e7ce4a835919ef","variables":{"name":{"text":"Alice","type":"input_text"},"company":{"text":"Dummy Company","type":"input_text"},"role":{"text":"Geography expert","type":"input_text"},"tone":{"text":"professional and helpful","type":"input_text"}},"version":"1"},"status":"completed","temperature":null,"text":{"format":{"type":"text"}},"top_p":null,"tools":[],"truncation":null,"usage":{"input_tokens":47,"output_tokens":7,"total_tokens":54,"input_tokens_details":{"cached_tokens":0},"output_tokens_details":{"reasoning_tokens":0}},"instructions":null}%` |
||
|
Ashwin Bharambe
|
8852666982
|
chore: remove dead code from openai_compat utility (#4194)
Removes a bunch of dead code from `openai_compat.py` |
||
|
Ashwin Bharambe
|
49d6ef8a70
|
fix(docs): fix glob vulnerability (#4193)
add npm override so docs workspace resolves glob@10.5+ |
||
Shabana Baig
|
72ea95e2e0
|
fix: Fix max_tool_calls for openai provider and add integration tests for the max_tool_calls feat (#4190)
# Problem
OpenAI gpt-4 returned an error when built-in and mcp calls were skipped
due to max_tool_calls parameter. Following is from the server log:
```
RuntimeError: OpenAI response failed: Error code: 400 - {'error': {'message': "An assistant message with
'tool_calls' must be followed by tool messages responding to each 'tool_call_id'. The following tool_call_ids
did not have response messages: call_Yi9V1QNpN73dJCAgP2Arcjej", 'type': 'invalid_request_error', 'param':
'messages', 'code': None}}
```
# What does this PR do?
- Fixes error returned by openai/gpt when calls were skipped due to
max_tool_calls. We now return a tool message that explicitly mentions
that the call is skipped.
- Adds integration tests as a follow-up to
PR#[4062](https://github.com/llamastack/llama-stack/pull/4062)
<!-- If resolving an issue, uncomment and update the line below -->
Part 2 for issue
#[3563](https://github.com/llamastack/llama-stack/issues/3563)
## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
- Added integration tests
- Added new recordings
---------
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
|
||
Roy Belio
|
f18870a221
|
fix: Pydantic validation error with list-type metadata in vector search (#3797) (#4173)
# Fix for Issue #3797 ## Problem Vector store search failed with Pydantic ValidationError when chunk metadata contained list-type values. **Error:** ``` ValidationError: 3 validation errors for VectorStoreSearchResponse attributes.tags.str: Input should be a valid string attributes.tags.float: Input should be a valid number attributes.tags.bool: Input should be a valid boolean ``` **Root Cause:** - `Chunk.metadata` accepts `dict[str, Any]` (any type allowed) - `VectorStoreSearchResponse.attributes` requires `dict[str, str | float | bool]` (primitives only) - Direct assignment at line 641 caused validation failure for non-primitive types ## Solution Added utility function to filter metadata to primitive types before creating search response. ## Impact **Fixed:** - Vector search works with list metadata (e.g., `tags: ["transformers", "gpu"]`) - Lists become searchable as comma-separated strings - No ValidationError on search responses **Preserved:** - Full metadata still available in `VectorStoreContent.metadata` - No API schema changes - Backward compatible with existing primitive metadata **Affected:** All vector store providers using `OpenAIVectorStoreMixin`: FAISS, Chroma, Qdrant, Milvus, Weaviate, PGVector, SQLite-vec ## Testing tests/unit/providers/vector_io/test_vector_utils.py::test_sanitize_metadata_for_attributes --------- Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com> |
||
|
Sam El-Borai
|
1e4e02e622
|
fix(ci): prefix stainless branches with fork author (#4187)
# What does this PR do? <!-- Provide a short summary of what this PR does and why. Link to relevant issues if applicable. --> I believe that should avoid CI issues seen in https://github.com/llamastack/llama-stack/pull/4173. Error we see in Stainless logs: ``` (cannot lock ref 'refs/heads/preview/base/fix/issue-3797-metadata-validation': 'refs/heads/preview/base/fix' exists; cannot create 'refs/heads/preview/base/fix/issue-3797-metadata-validation') ``` The issue is that if a branch `fix` exists, `fix/<whatever>` cannot be created (that's how git refs work unfortunately...). The fix in this PR is to ensure PRs from forks are using the author as a prefix. In addition we will do changes to the Stainless API to return better error messages here, it should have been a 4xx with a meaningful error, not a 500. And we will likely need to delete the `fix` branch. <!-- If resolving an issue, uncomment and update the line below --> <!-- Closes #[issue-number] --> ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> |
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|
Ashwin Bharambe
|
40b11efac4
|
feat(tests): add TypeScript client integration test support (#4185)
Integration tests can now validate the TypeScript SDK alongside Python tests when running against server-mode stacks. Currently, this only adds a _small_ number of tests. We should extend only if truly needed -- this smoke check may be sufficient. When `RUN_CLIENT_TS_TESTS=1` is set, the test script runs TypeScript tests after Python tests pass. Tests are mapped via `tests/integration/client-typescript/suites.json` which defines which TypeScript test files correspond to each Python suite/setup combination. The fact that we need exact "test_id"s (which are actually generated by pytest) to be hardcoded inside the Typescript tests (so we hit the recorded paths) is a big smell and it might become grating, but maybe the benefit is worth it if we keep this test suite _small_ and targeted. ## Test Plan Run with TypeScript tests enabled: ```bash OPENAI_API_KEY=dummy RUN_CLIENT_TS_TESTS=1 \ scripts/integration-tests.sh --stack-config server:ci-tests --suite responses --setup gpt ``` |
||
Anik
|
4e9633f7c3
|
feat: Make Safety API an optional dependency for meta-reference agents provider (#4169)
# What does this PR do?
Change Safety API from required to optional dependency, following the
established pattern used for other optional dependencies in Llama Stack.
The provider now starts successfully without Safety API configured.
Requests that explicitly include guardrails will receive a clear error
message when Safety API is unavailable.
This enables local development and testing without Safety API while
maintaining clear error messages when guardrail features are requested.
Closes #4165
Signed-off-by: Anik Bhattacharjee <anbhatta@redhat.com>
## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
1. New unit tests added in
`tests/unit/providers/agents/meta_reference/test_safety_optional.py`
2. Integration tests performed with the files in
https://gist.github.com/anik120/c33cef497ec7085e1fe2164e0705b8d6
(i) test with `test_integration_no_safety_fail.yaml`:
Config WITHOUT Safety API, should fail with helpful error since
`required_safety_api` is `true` by default
```
$ uv run llama stack run test_integration_no_safety_fail.yaml 2>&1 | grep -B 5 -A 15 "ValueError.*Safety\|Safety API is
required"
File "/Users/anbhatta/go/src/github.com/llamastack/llama-stack/src/llama_stack/providers/inline/agents/meta_reference
/__init__.py", line 27, in get_provider_impl
raise ValueError(
...<9 lines>...
)
ValueError: Safety API is required but not configured.
To run without safety checks, explicitly set in your configuration:
providers:
agents:
- provider_id: meta-reference
provider_type: inline::meta-reference
config:
require_safety_api: false
Warning: This disables all safety guardrails for this agents provider.
```
(ii) test with `test_integration_no_safety_works.yaml`
Config WITHOUT Safety API, **but** `require_safety_api=false` is
explicitly set, should succeed
```
$ uv run llama stack run test_integration_no_safety_works.yaml
INFO 2025-11-16 09:49:10,044 llama_stack.cli.stack.run:169 cli: Using run configuration:
/Users/anbhatta/go/src/github.com/llamastack/llama-stack/test_integration_no_safety_works.yaml
INFO 2025-11-16 09:49:10,052 llama_stack.cli.stack.run:228 cli: HTTPS enabled with certificates:
Key: None
Cert: None
.
.
.
INFO 2025-11-16 09:49:38,528 llama_stack.core.stack:495 core: starting registry refresh task
INFO 2025-11-16 09:49:38,534 uvicorn.error:62 uncategorized: Application startup complete.
INFO 2025-11-16 09:49:38,535 uvicorn.error:216 uncategorized: Uvicorn running on http://0.0.0.0:8321 (Press CTRL+C
```
Signed-off-by: Anik Bhattacharjee <anbhatta@redhat.com>
Signed-off-by: Anik Bhattacharjee <anbhatta@redhat.com>
|
||
|
Charlie Doern
|
d5cd0eea14
|
feat!: standardize base_url for inference (#4177)
# What does this PR do? Completes #3732 by removing runtime URL transformations and requiring users to provide full URLs in configuration. All providers now use 'base_url' consistently and respect the exact URL provided without appending paths like /v1 or /openai/v1 at runtime. BREAKING CHANGE: Users must update configs to include full URL paths (e.g., http://localhost:11434/v1 instead of http://localhost:11434). Closes #3732 ## Test Plan Existing tests should pass even with the URL changes, due to default URLs being altered. Add unit test to enforce URL standardization across remote inference providers (verifies all use 'base_url' field with HttpUrl | None type) Signed-off-by: Charlie Doern <cdoern@redhat.com> |
||
|
Charlie Doern
|
91f1b352b4
|
chore: add storage sane defaults (#4182)
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# What does this PR do? since `StackRunConfig` requires certain parts of `StorageConfig`, it'd probably make sense to template in some defaults that will "just work" for most usecases specifically introduce`ServerStoresConfig` defaults for inference, metadata, conversations and prompts. We already actually funnel in defaults for these sections ad-hoc throughout the codebase additionally set some `backends` defaults for the `StorageConfig`. This will alleviate some weirdness for `--providers` for run/list-deps and also some work I have to better align our list-deps/run datatypes --------- Signed-off-by: Charlie Doern <cdoern@redhat.com> |
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Ashwin Bharambe
|
bd5ad2963e
|
refactor(storage): make { kvstore, sqlstore } as llama stack "internal" APIs (#4181)
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These primitives (used both by the Stack as well as provider implementations) can be thought of fruitfully as internal-only APIs which can themselves have multiple implementations. We use the new `llama_stack_api.internal` namespace for this. In addition: the change moves kv/sql store impls, configs, and dependency helpers under `core/storage` ## Testing `pytest tests/unit/utils/test_authorized_sqlstore.py`, other existing CI |
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Anastas Stoyanovsky
|
a3580e6bc0
|
feat!: Wire through parallel_tool_calls to Responses API (#4124)
# What does this PR do? Initial PR against #4123 Adds `parallel_tool_calls` spec to Responses API and basic initial implementation where no more than one function call is generated when set to `False`. ## Test Plan * Unit tests have been added to verify no more than one function call is generated. * A followup PR will verify passing through `parallel_tool_calls` to providers. * A followup PR will address verification and/or implementation of incremental function calling across multiple conversational turns. --------- Signed-off-by: Anastas Stoyanovsky <astoyano@redhat.com> |
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|
raghotham
|
7093978754
|
chore(docs): Remove Llama 4 support details from README (#4178)
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Charlie Doern
|
29f1fa6abd
|
test(api): pre-commit check to ensure API does not import llama_stack (#4160)
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# What does this PR do? since llama_stack_api is meant to be _just_ the API definitions of LLS, we should have pre-commit check that prohibits anyone from accidentally importing `from llama_stack` or adding `llama_stack` as a dependency into `llama_stack_api`s pyproject. ## Test Plan pre-commit should pass. Signed-off-by: Charlie Doern <cdoern@redhat.com> |
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|
Ashwin Bharambe
|
7d3db6b22c
|
feat(openapi): generate stainless config "more" programmatically (#4164)
Generate the Stainless client config directly from code so we can validate the config before we ever write the YAML. This change enforces allowed HTTP verbs/paths, detects duplicate routes across resources, and ensures README example endpoints exist and match the OpenAPI spec. The generator now fails fast when config entries drift, keeping the published config (hopefully) more current with the spec. I think more validation can be done but this is a good start. |
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Theofanis Petkos
|
5fe6098350
|
docs: Improvements on provider_codegen for type hints and multi-line yaml descriptions (#4033)
# What does this PR do? This PR improves type hint cleanup in auto-generated provider documentation by adding regex logic. **Issues Fixed:** - Type hints with missing closing brackets (e.g., `list[str` instead of `list[str]`) - Types showing as `<class 'bool'>`, `<class 'str'>` instead of `bool`, `str` - The multi-line YAML frontmatter in index documentation files wasn't ideal, so we now add the proper `|` character. **Changes:** 1. Replaced string replacement (`.replace`) with regex-based type cleaning to preserve the trailing bracket in case of `list` and `dict`. 2. Adds the `|` character for multi-line YAML descriptions. 3. I have regenerated the docs. However, let me know if that's not needed. ## Test Plan 1. Ran uv run python scripts/provider_codegen.py - successfully regenerated all docs 2. We can see that the updated docs handle correctly type hint cleanup and multi-line yaml descriptions have now the `|` character. ### Note to the reviewer(s) This is my first contribution to your lovely repo! Initially I was going thourgh docs (wanted to use `remote::gemini` as provider) and realized the issue. I've read the [CONTRIBUTING.md](https://github.com/llamastack/llama-stack/blob/main/CONTRIBUTING.md) and decided to open the PR. Let me know if there's anything I did wrong and I'll update my PR! --------- Signed-off-by: thepetk <thepetk@gmail.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> |
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|
Omar Abdelwahab
|
fe91d331ef
|
fix: Remove authorization from provider data (#4161)
# What does this PR do? - Remove backward compatibility for authorization in mcp_headers - Enforce authorization must use dedicated parameter - Add validation error if Authorization found in provider_data headers - Update test_mcp.py to use authorization parameter - Update test_mcp_json_schema.py to use authorization parameter - Update test_tools_with_schemas.py to use authorization parameter - Update documentation to show the change in the authorization approach Breaking Change: - Authorization can no longer be passed via mcp_headers in provider_data - Users must use the dedicated 'authorization' parameter instead - Clear error message guides users to the new approach" ## Test Plan CI --------- Co-authored-by: Omar Abdelwahab <omara@fb.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> |