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docs: api separation
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15 changed files with 32975 additions and 25645 deletions
49
docs/docs/api-overview.md
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49
docs/docs/api-overview.md
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@ -0,0 +1,49 @@
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# API Reference Overview
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The Llama Stack provides a comprehensive set of APIs organized by stability level to help you choose the right endpoints for your use case.
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## 🟢 Stable APIs
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**Production-ready APIs with backward compatibility guarantees.**
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These APIs are fully tested, documented, and stable. They follow semantic versioning principles and maintain backward compatibility within major versions. Recommended for production applications.
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[**Browse Stable APIs →**](./api/llama-stack-specification)
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**Key Features:**
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- ✅ Backward compatibility guaranteed
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- ✅ Comprehensive testing and validation
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- ✅ Production-ready reliability
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- ✅ Long-term support
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---
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## 🟡 Experimental APIs
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**Preview APIs that may change before becoming stable.**
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These APIs include v1alpha and v1beta endpoints that are feature-complete but may undergo changes based on feedback. Great for exploring new capabilities and providing feedback.
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[**Browse Experimental APIs →**](./api-experimental/llama-stack-specification-experimental-apis)
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**Key Features:**
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- 🧪 Latest features and capabilities
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- 🧪 May change based on user feedback
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- 🧪 Active development and iteration
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- 🧪 Opportunity to influence final design
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---
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## 🔴 Deprecated APIs
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**Legacy APIs for migration reference.**
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These APIs are deprecated and will be removed in future versions. They are provided for migration purposes and to help transition to newer, stable alternatives.
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[**Browse Deprecated APIs →**](./api-deprecated/llama-stack-specification-deprecated-apis)
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**Key Features:**
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- ⚠️ Will be removed in future versions
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- ⚠️ Migration guidance provided
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- ⚠️ Use for compatibility during transition
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- ⚠️ Not recommended for new projects
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@ -1,12 +1,7 @@
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---
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description: "Agents API for creating and interacting with agentic systems.
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description: "Agents
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Main functionalities provided by this API:
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- Create agents with specific instructions and ability to use tools.
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- Interactions with agents are grouped into sessions (\"threads\"), and each interaction is called a \"turn\".
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- Agents can be provided with various tools (see the ToolGroups and ToolRuntime APIs for more details).
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- Agents can be provided with various shields (see the Safety API for more details).
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- Agents can also use Memory to retrieve information from knowledge bases. See the RAG Tool and Vector IO APIs for more details."
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APIs for creating and interacting with agentic systems."
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sidebar_label: Agents
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title: Agents
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---
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@ -15,13 +10,8 @@ title: Agents
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## Overview
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Agents API for creating and interacting with agentic systems.
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Agents
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Main functionalities provided by this API:
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- Create agents with specific instructions and ability to use tools.
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- Interactions with agents are grouped into sessions ("threads"), and each interaction is called a "turn".
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- Agents can be provided with various tools (see the ToolGroups and ToolRuntime APIs for more details).
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- Agents can be provided with various shields (see the Safety API for more details).
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- Agents can also use Memory to retrieve information from knowledge bases. See the RAG Tool and Vector IO APIs for more details.
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APIs for creating and interacting with agentic systems.
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This section contains documentation for all available providers for the **agents** API.
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@ -55,10 +55,27 @@ const config: Config = {
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label: 'Docs',
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},
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{
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type: 'docSidebar',
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sidebarId: 'apiSidebar',
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position: 'left',
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type: 'dropdown',
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label: 'API Reference',
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position: 'left',
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to: '/docs/api-overview',
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items: [
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{
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type: 'docSidebar',
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sidebarId: 'stableApiSidebar',
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label: '🟢 Stable APIs',
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},
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{
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type: 'docSidebar',
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sidebarId: 'experimentalApiSidebar',
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label: '🟡 Experimental APIs',
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},
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{
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type: 'docSidebar',
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sidebarId: 'deprecatedApiSidebar',
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label: '🔴 Deprecated APIs',
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},
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],
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},
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{
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href: 'https://github.com/llamastack/llama-stack',
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@ -83,7 +100,7 @@ const config: Config = {
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},
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{
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label: 'API Reference',
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to: '/docs/api/llama-stack-specification',
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to: '/docs/api-overview',
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},
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],
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},
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@ -170,7 +187,7 @@ const config: Config = {
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id: "openapi",
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docsPluginId: "classic",
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config: {
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llamastack: {
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stable: {
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specPath: "static/llama-stack-spec.yaml",
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outputDir: "docs/api",
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downloadUrl: "https://raw.githubusercontent.com/meta-llama/llama-stack/main/docs/static/llama-stack-spec.yaml",
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@ -179,6 +196,24 @@ const config: Config = {
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categoryLinkSource: "tag",
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},
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} satisfies OpenApiPlugin.Options,
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experimental: {
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specPath: "static/experimental-llama-stack-spec.yaml",
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outputDir: "docs/api-experimental",
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downloadUrl: "https://raw.githubusercontent.com/meta-llama/llama-stack/main/docs/static/experimental-llama-stack-spec.yaml",
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sidebarOptions: {
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groupPathsBy: "tag",
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categoryLinkSource: "tag",
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},
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} satisfies OpenApiPlugin.Options,
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deprecated: {
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specPath: "static/deprecated-llama-stack-spec.yaml",
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outputDir: "docs/api-deprecated",
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downloadUrl: "https://raw.githubusercontent.com/meta-llama/llama-stack/main/docs/static/deprecated-llama-stack-spec.yaml",
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sidebarOptions: {
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groupPathsBy: "tag",
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categoryLinkSource: "tag",
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},
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} satisfies OpenApiPlugin.Options,
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} satisfies Plugin.PluginOptions,
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},
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],
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@ -34,40 +34,52 @@ def str_presenter(dumper, data):
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return dumper.represent_scalar("tag:yaml.org,2002:str", data, style=style)
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def main(output_dir: str):
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output_dir = Path(output_dir)
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if not output_dir.exists():
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raise ValueError(f"Directory {output_dir} does not exist")
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def generate_spec(output_dir: Path, stability_filter: str = None, main_spec: bool = False):
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"""Generate OpenAPI spec with optional stability filtering."""
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# Validate API protocols before generating spec
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return_type_errors = validate_api()
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if return_type_errors:
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print("\nAPI Method Return Type Validation Errors:\n")
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for error in return_type_errors:
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print(error, file=sys.stderr)
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sys.exit(1)
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now = str(datetime.now())
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print(
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"Converting the spec to YAML (openapi.yaml) and HTML (openapi.html) at " + now
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)
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print("")
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if stability_filter:
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title_suffix = {
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"stable": " - Stable APIs" if not main_spec else "",
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"experimental": " - Experimental APIs",
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"deprecated": " - Deprecated APIs"
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}.get(stability_filter, f" - {stability_filter.title()} APIs")
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# Use main spec filename for stable when main_spec=True
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if main_spec and stability_filter == "stable":
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filename_prefix = ""
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else:
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filename_prefix = f"{stability_filter}-"
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description_suffix = {
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"stable": "\n\n**✅ STABLE**: Production-ready APIs with backward compatibility guarantees.",
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"experimental": "\n\n**🧪 EXPERIMENTAL**: Pre-release APIs (v1alpha, v1beta) that may change before becoming stable.",
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"deprecated": "\n\n**⚠️ DEPRECATED**: Legacy APIs that may be removed in future versions. Use for migration reference only."
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}.get(stability_filter, "")
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else:
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title_suffix = ""
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filename_prefix = ""
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description_suffix = ""
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spec = Specification(
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LlamaStack,
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Options(
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server=Server(url="http://any-hosted-llama-stack.com"),
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info=Info(
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title="Llama Stack Specification",
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title=f"Llama Stack Specification{title_suffix}",
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version=LLAMA_STACK_API_V1,
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description="""This is the specification of the Llama Stack that provides
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description=f"""This is the specification of the Llama Stack that provides
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a set of endpoints and their corresponding interfaces that are tailored to
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best leverage Llama Models.""",
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best leverage Llama Models.{description_suffix}""",
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),
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include_standard_error_responses=True,
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stability_filter=stability_filter, # Pass the filter to the generator
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),
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)
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with open(output_dir / "llama-stack-spec.yaml", "w", encoding="utf-8") as fp:
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yaml_filename = f"{filename_prefix}llama-stack-spec.yaml"
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html_filename = f"{filename_prefix}llama-stack-spec.html"
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with open(output_dir / yaml_filename, "w", encoding="utf-8") as fp:
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y = yaml.YAML()
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y.default_flow_style = False
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y.block_seq_indent = 2
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@ -83,9 +95,36 @@ def main(output_dir: str):
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fp,
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)
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with open(output_dir / "llama-stack-spec.html", "w") as fp:
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with open(output_dir / html_filename, "w") as fp:
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spec.write_html(fp, pretty_print=True)
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print(f"Generated {yaml_filename} and {html_filename}")
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def main(output_dir: str):
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output_dir = Path(output_dir)
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if not output_dir.exists():
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raise ValueError(f"Directory {output_dir} does not exist")
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# Validate API protocols before generating spec
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return_type_errors = validate_api()
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if return_type_errors:
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print("\nAPI Method Return Type Validation Errors:\n")
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for error in return_type_errors:
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print(error, file=sys.stderr)
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sys.exit(1)
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now = str(datetime.now())
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print(f"Converting the spec to YAML (openapi.yaml) and HTML (openapi.html) at {now}")
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print("")
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# Generate main spec as stable APIs (llama-stack-spec.yaml)
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print("Generating main specification (stable APIs)...")
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generate_spec(output_dir, "stable", main_spec=True)
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print("Generating other stability-filtered specifications...")
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generate_spec(output_dir, "experimental")
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generate_spec(output_dir, "deprecated")
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if __name__ == "__main__":
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fire.Fire(main)
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@ -7,13 +7,14 @@
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import hashlib
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import inspect
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import ipaddress
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import os
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import types
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import typing
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from dataclasses import make_dataclass
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from pathlib import Path
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from typing import Annotated, Any, Dict, get_args, get_origin, Set, Union
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from fastapi import UploadFile
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from pydantic import BaseModel
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from llama_stack.apis.datatypes import Error
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from llama_stack.strong_typing.core import JsonType
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@ -35,6 +36,7 @@ from llama_stack.strong_typing.schema import (
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SchemaOptions,
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)
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from llama_stack.strong_typing.serialization import json_dump_string, object_to_json
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from pydantic import BaseModel
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from .operations import (
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EndpointOperation,
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@ -811,16 +813,121 @@ class Generator:
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requestBody=requestBody,
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responses=responses,
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callbacks=callbacks,
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deprecated=True if "DEPRECATED" in op.func_name else None,
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deprecated=getattr(op.webmethod, "deprecated", False)
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or "DEPRECATED" in op.func_name,
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security=[] if op.public else None,
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)
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def _get_api_stability_priority(self, api_level: str) -> int:
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"""
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Return sorting priority for API stability levels.
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Lower numbers = higher priority (appear first)
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:param api_level: The API level (e.g., "v1", "v1beta", "v1alpha")
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:return: Priority number for sorting
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"""
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stability_order = {
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"v1": 0, # Stable - highest priority
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"v1beta": 1, # Beta - medium priority
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"v1alpha": 2, # Alpha - lowest priority
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}
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return stability_order.get(api_level, 999) # Unknown levels go last
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def generate(self) -> Document:
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paths: Dict[str, PathItem] = {}
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endpoint_classes: Set[type] = set()
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for op in get_endpoint_operations(
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self.endpoint, use_examples=self.options.use_examples
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):
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# Collect all operations and filter by stability if specified
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operations = list(
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get_endpoint_operations(
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self.endpoint, use_examples=self.options.use_examples
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)
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)
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# Filter operations by stability level if requested
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if self.options.stability_filter:
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filtered_operations = []
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for op in operations:
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deprecated = (
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getattr(op.webmethod, "deprecated", False)
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or "DEPRECATED" in op.func_name
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)
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stability_level = op.webmethod.level
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if self.options.stability_filter == "stable":
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# Include v1 non-deprecated endpoints
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if stability_level == "v1" and not deprecated:
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filtered_operations.append(op)
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elif self.options.stability_filter == "experimental":
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# Include v1alpha and v1beta endpoints (deprecated or not)
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if stability_level in ["v1alpha", "v1beta"]:
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filtered_operations.append(op)
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elif self.options.stability_filter == "deprecated":
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# Include only deprecated endpoints
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if deprecated:
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filtered_operations.append(op)
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operations = filtered_operations
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print(
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f"Filtered to {len(operations)} operations for stability level: {self.options.stability_filter}"
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)
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# Sort operations by multiple criteria for consistent ordering:
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# 1. Stability level with deprecation handling (global priority):
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# - Active stable (v1) comes first
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# - Beta (v1beta) comes next
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# - Alpha (v1alpha) comes next
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# - Deprecated stable (v1 deprecated) comes last
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# 2. Route path (group related endpoints within same stability level)
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# 3. HTTP method (GET, POST, PUT, DELETE, PATCH)
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# 4. Operation name (alphabetical)
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def sort_key(op):
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http_method_order = {
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HTTPMethod.GET: 0,
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HTTPMethod.POST: 1,
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HTTPMethod.PUT: 2,
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HTTPMethod.DELETE: 3,
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HTTPMethod.PATCH: 4,
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}
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# Enhanced stability priority for migration pattern support
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deprecated = getattr(op.webmethod, "deprecated", False)
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stability_priority = self._get_api_stability_priority(op.webmethod.level)
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# Deprecated versions should appear after everything else
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# This ensures deprecated stable endpoints come last globally
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if deprecated:
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stability_priority += 10 # Push deprecated endpoints to the end
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||||
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return (
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stability_priority, # Global stability handling comes first
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op.get_route(
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op.webmethod
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), # Group by route path within stability level
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http_method_order.get(op.http_method, 999),
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op.func_name,
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)
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operations.sort(key=sort_key)
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# Debug output for migration pattern tracking
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migration_routes = {}
|
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for op in operations:
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route_key = (op.get_route(op.webmethod), op.http_method)
|
||||
if route_key not in migration_routes:
|
||||
migration_routes[route_key] = []
|
||||
migration_routes[route_key].append(
|
||||
(op.webmethod.level, getattr(op.webmethod, "deprecated", False))
|
||||
)
|
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|
||||
for route_key, versions in migration_routes.items():
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||||
if len(versions) > 1:
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print(f"Migration pattern detected for {route_key[1]} {route_key[0]}:")
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for level, deprecated in versions:
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status = "DEPRECATED" if deprecated else "ACTIVE"
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||||
print(f" - {level} ({status})")
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|
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for op in operations:
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endpoint_classes.add(op.defining_class)
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||||
|
||||
operation = self._build_operation(op)
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|
@ -851,6 +958,7 @@ class Generator:
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doc_string = parse_type(cls)
|
||||
if hasattr(cls, "API_NAMESPACE") and cls.API_NAMESPACE != cls.__name__:
|
||||
continue
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||||
|
||||
operation_tags.append(
|
||||
Tag(
|
||||
name=cls.__name__,
|
||||
|
|
|
@ -54,6 +54,7 @@ class Options:
|
|||
property_description_fun: Optional[Callable[[type, str, str], str]] = None
|
||||
captions: Optional[Dict[str, str]] = None
|
||||
include_standard_error_responses: bool = True
|
||||
stability_filter: Optional[str] = None
|
||||
|
||||
default_captions: ClassVar[Dict[str, str]] = {
|
||||
"Operations": "Operations",
|
||||
|
|
|
@ -335,8 +335,10 @@ const sidebars: SidebarsConfig = {
|
|||
},
|
||||
],
|
||||
|
||||
// API Reference sidebar - use plugin-generated sidebar
|
||||
apiSidebar: require('./docs/api/sidebar.ts').default,
|
||||
// API Reference sidebars - use plugin-generated sidebars
|
||||
stableApiSidebar: require('./docs/api/sidebar.ts').default,
|
||||
experimentalApiSidebar: require('./docs/api-experimental/sidebar.ts').default,
|
||||
deprecatedApiSidebar: require('./docs/api-deprecated/sidebar.ts').default,
|
||||
};
|
||||
|
||||
export default sidebars;
|
||||
|
|
|
@ -189,3 +189,29 @@ button[class*="button"]:hover,
|
|||
.pagination-nav__link--prev:hover {
|
||||
background-color: #f3f4f6 !important;
|
||||
}
|
||||
|
||||
/* Deprecated endpoint styling */
|
||||
.menu__list-item--deprecated .menu__link {
|
||||
text-decoration: line-through !important;
|
||||
opacity: 0.7;
|
||||
font-style: italic;
|
||||
}
|
||||
|
||||
.menu__list-item--deprecated .menu__link:hover {
|
||||
opacity: 0.9;
|
||||
}
|
||||
|
||||
/* Deprecated endpoint badges - slightly muted */
|
||||
.menu__list-item--deprecated.api-method > .menu__link::before {
|
||||
opacity: 0.7;
|
||||
border-style: dashed !important;
|
||||
}
|
||||
|
||||
/* Dark theme adjustments for deprecated endpoints */
|
||||
[data-theme='dark'] .menu__list-item--deprecated .menu__link {
|
||||
opacity: 0.6;
|
||||
}
|
||||
|
||||
[data-theme='dark'] .menu__list-item--deprecated .menu__link:hover {
|
||||
opacity: 0.8;
|
||||
}
|
||||
|
|
4869
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vendored
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5066
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vendored
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vendored
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vendored
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|
@ -472,20 +472,23 @@ class AgentStepResponse(BaseModel):
|
|||
|
||||
@runtime_checkable
|
||||
class Agents(Protocol):
|
||||
"""Agents API for creating and interacting with agentic systems.
|
||||
"""Agents
|
||||
|
||||
Main functionalities provided by this API:
|
||||
- Create agents with specific instructions and ability to use tools.
|
||||
- Interactions with agents are grouped into sessions ("threads"), and each interaction is called a "turn".
|
||||
- Agents can be provided with various tools (see the ToolGroups and ToolRuntime APIs for more details).
|
||||
- Agents can be provided with various shields (see the Safety API for more details).
|
||||
- Agents can also use Memory to retrieve information from knowledge bases. See the RAG Tool and Vector IO APIs for more details.
|
||||
"""
|
||||
APIs for creating and interacting with agentic systems."""
|
||||
|
||||
@webmethod(
|
||||
route="/agents", method="POST", descriptive_name="create_agent", deprecated=True, level=LLAMA_STACK_API_V1
|
||||
route="/agents",
|
||||
method="POST",
|
||||
descriptive_name="create_agent",
|
||||
deprecated=True,
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
@webmethod(
|
||||
route="/agents",
|
||||
method="POST",
|
||||
descriptive_name="create_agent",
|
||||
level=LLAMA_STACK_API_V1ALPHA,
|
||||
)
|
||||
@webmethod(route="/agents", method="POST", descriptive_name="create_agent", level=LLAMA_STACK_API_V1ALPHA)
|
||||
async def create_agent(
|
||||
self,
|
||||
agent_config: AgentConfig,
|
||||
|
@ -648,8 +651,17 @@ class Agents(Protocol):
|
|||
"""
|
||||
...
|
||||
|
||||
@webmethod(route="/agents/{agent_id}/session/{session_id}", method="GET", deprecated=True, level=LLAMA_STACK_API_V1)
|
||||
@webmethod(route="/agents/{agent_id}/session/{session_id}", method="GET", level=LLAMA_STACK_API_V1ALPHA)
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}/session/{session_id}",
|
||||
method="GET",
|
||||
deprecated=True,
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}/session/{session_id}",
|
||||
method="GET",
|
||||
level=LLAMA_STACK_API_V1ALPHA,
|
||||
)
|
||||
async def get_agents_session(
|
||||
self,
|
||||
session_id: str,
|
||||
|
@ -666,9 +678,16 @@ class Agents(Protocol):
|
|||
...
|
||||
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}/session/{session_id}", method="DELETE", deprecated=True, level=LLAMA_STACK_API_V1
|
||||
route="/agents/{agent_id}/session/{session_id}",
|
||||
method="DELETE",
|
||||
deprecated=True,
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}/session/{session_id}",
|
||||
method="DELETE",
|
||||
level=LLAMA_STACK_API_V1ALPHA,
|
||||
)
|
||||
@webmethod(route="/agents/{agent_id}/session/{session_id}", method="DELETE", level=LLAMA_STACK_API_V1ALPHA)
|
||||
async def delete_agents_session(
|
||||
self,
|
||||
session_id: str,
|
||||
|
@ -681,7 +700,12 @@ class Agents(Protocol):
|
|||
"""
|
||||
...
|
||||
|
||||
@webmethod(route="/agents/{agent_id}", method="DELETE", deprecated=True, level=LLAMA_STACK_API_V1)
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}",
|
||||
method="DELETE",
|
||||
deprecated=True,
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
@webmethod(route="/agents/{agent_id}", method="DELETE", level=LLAMA_STACK_API_V1ALPHA)
|
||||
async def delete_agent(
|
||||
self,
|
||||
|
@ -704,7 +728,12 @@ class Agents(Protocol):
|
|||
"""
|
||||
...
|
||||
|
||||
@webmethod(route="/agents/{agent_id}", method="GET", deprecated=True, level=LLAMA_STACK_API_V1)
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}",
|
||||
method="GET",
|
||||
deprecated=True,
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
@webmethod(route="/agents/{agent_id}", method="GET", level=LLAMA_STACK_API_V1ALPHA)
|
||||
async def get_agent(self, agent_id: str) -> Agent:
|
||||
"""Describe an agent by its ID.
|
||||
|
@ -714,7 +743,12 @@ class Agents(Protocol):
|
|||
"""
|
||||
...
|
||||
|
||||
@webmethod(route="/agents/{agent_id}/sessions", method="GET", deprecated=True, level=LLAMA_STACK_API_V1)
|
||||
@webmethod(
|
||||
route="/agents/{agent_id}/sessions",
|
||||
method="GET",
|
||||
deprecated=True,
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
@webmethod(route="/agents/{agent_id}/sessions", method="GET", level=LLAMA_STACK_API_V1ALPHA)
|
||||
async def list_agent_sessions(
|
||||
self,
|
||||
|
@ -793,7 +827,11 @@ class Agents(Protocol):
|
|||
"""
|
||||
...
|
||||
|
||||
@webmethod(route="/responses/{response_id}/input_items", method="GET", level=LLAMA_STACK_API_V1)
|
||||
@webmethod(
|
||||
route="/responses/{response_id}/input_items",
|
||||
method="GET",
|
||||
level=LLAMA_STACK_API_V1,
|
||||
)
|
||||
async def list_openai_response_input_items(
|
||||
self,
|
||||
response_id: str,
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue