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| 1 | +# Copyright (c) Meta Platforms, Inc. and affiliates. |
| 2 | +# All rights reserved. |
| 3 | +# |
| 4 | +# This source code is licensed under the terms described in the LICENSE file in |
| 5 | +# the root directory of this source tree. |
| 6 | + |
| 7 | +""" |
| 8 | +FastAPI app creation for OpenAPI generation. |
| 9 | +""" |
| 10 | + |
| 11 | +import inspect |
| 12 | +from typing import Any |
| 13 | + |
| 14 | +from fastapi import FastAPI |
| 15 | + |
| 16 | +from llama_stack.apis.datatypes import Api |
| 17 | +from llama_stack.core.resolver import api_protocol_map |
| 18 | + |
| 19 | +from .state import _protocol_methods_cache |
| 20 | + |
| 21 | + |
| 22 | +def _get_protocol_method(api: Api, method_name: str) -> Any | None: |
| 23 | + """ |
| 24 | + Get a protocol method function by API and method name. |
| 25 | + Uses caching to avoid repeated lookups. |
| 26 | +
|
| 27 | + Args: |
| 28 | + api: The API enum |
| 29 | + method_name: The method name (function name) |
| 30 | +
|
| 31 | + Returns: |
| 32 | + The function object, or None if not found |
| 33 | + """ |
| 34 | + global _protocol_methods_cache |
| 35 | + |
| 36 | + if _protocol_methods_cache is None: |
| 37 | + _protocol_methods_cache = {} |
| 38 | + protocols = api_protocol_map() |
| 39 | + from llama_stack.apis.tools import SpecialToolGroup, ToolRuntime |
| 40 | + |
| 41 | + toolgroup_protocols = { |
| 42 | + SpecialToolGroup.rag_tool: ToolRuntime, |
| 43 | + } |
| 44 | + |
| 45 | + for api_key, protocol in protocols.items(): |
| 46 | + method_map: dict[str, Any] = {} |
| 47 | + protocol_methods = inspect.getmembers(protocol, predicate=inspect.isfunction) |
| 48 | + for name, method in protocol_methods: |
| 49 | + method_map[name] = method |
| 50 | + |
| 51 | + # Handle tool_runtime special case |
| 52 | + if api_key == Api.tool_runtime: |
| 53 | + for tool_group, sub_protocol in toolgroup_protocols.items(): |
| 54 | + sub_protocol_methods = inspect.getmembers(sub_protocol, predicate=inspect.isfunction) |
| 55 | + for name, method in sub_protocol_methods: |
| 56 | + if hasattr(method, "__webmethod__"): |
| 57 | + method_map[f"{tool_group.value}.{name}"] = method |
| 58 | + |
| 59 | + _protocol_methods_cache[api_key] = method_map |
| 60 | + |
| 61 | + return _protocol_methods_cache.get(api, {}).get(method_name) |
| 62 | + |
| 63 | + |
| 64 | +def create_llama_stack_app() -> FastAPI: |
| 65 | + """ |
| 66 | + Create a FastAPI app that represents the Llama Stack API. |
| 67 | + This uses the existing route discovery system to automatically find all routes. |
| 68 | + """ |
| 69 | + app = FastAPI( |
| 70 | + title="Llama Stack API", |
| 71 | + description="A comprehensive API for building and deploying AI applications", |
| 72 | + version="1.0.0", |
| 73 | + servers=[ |
| 74 | + {"url": "http://any-hosted-llama-stack.com"}, |
| 75 | + ], |
| 76 | + ) |
| 77 | + |
| 78 | + # Get all API routes |
| 79 | + from llama_stack.core.server.routes import get_all_api_routes |
| 80 | + |
| 81 | + api_routes = get_all_api_routes() |
| 82 | + |
| 83 | + # Create FastAPI routes from the discovered routes |
| 84 | + from . import endpoints |
| 85 | + |
| 86 | + for api, routes in api_routes.items(): |
| 87 | + for route, webmethod in routes: |
| 88 | + # Convert the route to a FastAPI endpoint |
| 89 | + endpoints._create_fastapi_endpoint(app, route, webmethod, api) |
| 90 | + |
| 91 | + return app |
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