forked from phoenix-oss/llama-stack-mirror
* add tools to chat completion request * use templates for generating system prompts * Moved ToolPromptFormat and jinja templates to llama_models.llama3.api * <WIP> memory changes - inlined AgenticSystemInstanceConfig so API feels more ergonomic - renamed it to AgentConfig, AgentInstance -> Agent - added a MemoryConfig and `memory` parameter - added `attachments` to input and `output_attachments` to the response - some naming changes * InterleavedTextAttachment -> InterleavedTextMedia, introduce memory tool * flesh out memory banks API * agentic loop has a RAG implementation * faiss provider implementation * memory client works * re-work tool definitions, fix FastAPI issues, fix tool regressions * fix agentic_system utils * basic RAG seems to work * small bug fixes for inline attachments * Refactor custom tool execution utilities * Bug fix, show memory retrieval steps in EventLogger * No need for api_key for Remote providers * add special unicode character ↵ to showcase newlines in model prompt templates * remove api.endpoints imports * combine datatypes.py and endpoints.py into api.py * Attachment / add TTL api * split batch_inference from inference * minor import fixes * use a single impl for ChatFormat.decode_assistant_mesage * use interleaved_text_media_as_str() utilityt * Fix api.datatypes imports * Add blobfile for tiktoken * Add ToolPromptFormat to ChatFormat.encode_message so that tools are encoded properly * templates take optional --format={json,function_tag} * Rag Updates * Add `api build` subcommand -- WIP * fix * build + run image seems to work * <WIP> adapters * bunch more work to make adapters work * api build works for conda now * ollama remote adapter works * Several smaller fixes to make adapters work Also, reorganized the pattern of __init__ inside providers so configuration can stay lightweight * llama distribution -> llama stack + containers (WIP) * All the new CLI for api + stack work * Make Fireworks and Together into the Adapter format * Some quick fixes to the CLI behavior to make it consistent * Updated README phew * Update cli_reference.md * llama_toolchain/distribution -> llama_toolchain/core * Add termcolor * update paths * Add a log just for consistency * chmod +x scripts * Fix api dependencies not getting added to configuration * missing import lol * Delete utils.py; move to agentic system * Support downloading of URLs for attachments for code interpreter * Simplify and generalize `llama api build` yay * Update `llama stack configure` to be very simple also * Fix stack start * Allow building an "adhoc" distribution * Remote `llama api []` subcommands * Fixes to llama stack commands and update docs * Update documentation again and add error messages to llama stack start * llama stack start -> llama stack run * Change name of build for less confusion * Add pyopenapi fork to the repository, update RFC assets * Remove conflicting annotation * Added a "--raw" option for model template printing --------- Co-authored-by: Hardik Shah <hjshah@fb.com> Co-authored-by: Ashwin Bharambe <ashwin@meta.com> Co-authored-by: Dalton Flanagan <6599399+dltn@users.noreply.github.com>
258 lines
6 KiB
Python
258 lines
6 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import dataclasses
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import enum
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from dataclasses import dataclass
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from typing import Any, ClassVar, Dict, List, Optional, Union
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from strong_typing.schema import JsonType, Schema, StrictJsonType
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URL = str
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@dataclass
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class Ref:
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ref_type: ClassVar[str]
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id: str
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def to_json(self) -> StrictJsonType:
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return {"$ref": f"#/components/{self.ref_type}/{self.id}"}
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@dataclass
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class SchemaRef(Ref):
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ref_type: ClassVar[str] = "schemas"
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SchemaOrRef = Union[Schema, SchemaRef]
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@dataclass
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class ResponseRef(Ref):
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ref_type: ClassVar[str] = "responses"
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@dataclass
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class ParameterRef(Ref):
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ref_type: ClassVar[str] = "parameters"
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@dataclass
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class ExampleRef(Ref):
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ref_type: ClassVar[str] = "examples"
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@dataclass
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class Contact:
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name: Optional[str] = None
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url: Optional[URL] = None
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email: Optional[str] = None
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@dataclass
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class License:
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name: str
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url: Optional[URL] = None
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@dataclass
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class Info:
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title: str
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version: str
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description: Optional[str] = None
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termsOfService: Optional[str] = None
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contact: Optional[Contact] = None
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license: Optional[License] = None
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@dataclass
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class MediaType:
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schema: Optional[SchemaOrRef] = None
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example: Optional[Any] = None
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examples: Optional[Dict[str, Union["Example", ExampleRef]]] = None
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@dataclass
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class RequestBody:
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content: Dict[str, MediaType]
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description: Optional[str] = None
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required: Optional[bool] = None
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@dataclass
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class Response:
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description: str
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content: Optional[Dict[str, MediaType]] = None
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class ParameterLocation(enum.Enum):
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Query = "query"
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Header = "header"
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Path = "path"
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Cookie = "cookie"
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@dataclass
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class Parameter:
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name: str
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in_: ParameterLocation
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description: Optional[str] = None
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required: Optional[bool] = None
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schema: Optional[SchemaOrRef] = None
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example: Optional[Any] = None
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@dataclass
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class Operation:
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responses: Dict[str, Union[Response, ResponseRef]]
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tags: Optional[List[str]] = None
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summary: Optional[str] = None
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description: Optional[str] = None
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operationId: Optional[str] = None
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parameters: Optional[List[Parameter]] = None
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requestBody: Optional[RequestBody] = None
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callbacks: Optional[Dict[str, "Callback"]] = None
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security: Optional[List["SecurityRequirement"]] = None
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@dataclass
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class PathItem:
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summary: Optional[str] = None
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description: Optional[str] = None
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get: Optional[Operation] = None
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put: Optional[Operation] = None
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post: Optional[Operation] = None
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delete: Optional[Operation] = None
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options: Optional[Operation] = None
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head: Optional[Operation] = None
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patch: Optional[Operation] = None
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trace: Optional[Operation] = None
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def update(self, other: "PathItem") -> None:
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"Merges another instance of this class into this object."
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for field in dataclasses.fields(self.__class__):
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value = getattr(other, field.name)
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if value is not None:
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setattr(self, field.name, value)
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# maps run-time expressions such as "$request.body#/url" to path items
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Callback = Dict[str, PathItem]
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@dataclass
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class Example:
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summary: Optional[str] = None
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description: Optional[str] = None
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value: Optional[Any] = None
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externalValue: Optional[URL] = None
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@dataclass
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class Server:
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url: URL
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description: Optional[str] = None
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class SecuritySchemeType(enum.Enum):
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ApiKey = "apiKey"
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HTTP = "http"
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OAuth2 = "oauth2"
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OpenIDConnect = "openIdConnect"
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@dataclass
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class SecurityScheme:
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type: SecuritySchemeType
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description: str
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@dataclass(init=False)
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class SecuritySchemeAPI(SecurityScheme):
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name: str
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in_: ParameterLocation
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def __init__(self, description: str, name: str, in_: ParameterLocation) -> None:
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super().__init__(SecuritySchemeType.ApiKey, description)
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self.name = name
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self.in_ = in_
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@dataclass(init=False)
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class SecuritySchemeHTTP(SecurityScheme):
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scheme: str
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bearerFormat: Optional[str] = None
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def __init__(
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self, description: str, scheme: str, bearerFormat: Optional[str] = None
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) -> None:
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super().__init__(SecuritySchemeType.HTTP, description)
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self.scheme = scheme
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self.bearerFormat = bearerFormat
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@dataclass(init=False)
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class SecuritySchemeOpenIDConnect(SecurityScheme):
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openIdConnectUrl: str
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def __init__(self, description: str, openIdConnectUrl: str) -> None:
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super().__init__(SecuritySchemeType.OpenIDConnect, description)
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self.openIdConnectUrl = openIdConnectUrl
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@dataclass
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class Components:
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schemas: Optional[Dict[str, Schema]] = None
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responses: Optional[Dict[str, Response]] = None
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parameters: Optional[Dict[str, Parameter]] = None
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examples: Optional[Dict[str, Example]] = None
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requestBodies: Optional[Dict[str, RequestBody]] = None
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securitySchemes: Optional[Dict[str, SecurityScheme]] = None
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callbacks: Optional[Dict[str, Callback]] = None
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SecurityScope = str
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SecurityRequirement = Dict[str, List[SecurityScope]]
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@dataclass
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class Tag:
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name: str
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description: Optional[str] = None
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displayName: Optional[str] = None
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@dataclass
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class TagGroup:
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"""
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A ReDoc extension to provide information about groups of tags.
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Exposed via the vendor-specific property "x-tagGroups" of the top-level object.
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"""
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name: str
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tags: List[str]
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@dataclass
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class Document:
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"""
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This class is a Python dataclass adaptation of the OpenAPI Specification.
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For details, see <https://swagger.io/specification/>
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"""
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openapi: str
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info: Info
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servers: List[Server]
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paths: Dict[str, PathItem]
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jsonSchemaDialect: Optional[str] = None
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components: Optional[Components] = None
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security: Optional[List[SecurityRequirement]] = None
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tags: Optional[List[Tag]] = None
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tagGroups: Optional[List[TagGroup]] = None
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