mirror of
https://github.com/meta-llama/llama-stack.git
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114 lines
3.1 KiB
Python
114 lines
3.1 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 importlib
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import inspect
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from typing import Dict, List
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from pydantic import BaseModel
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from llama_stack.apis.agents import Agents
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from llama_stack.apis.inference import Inference
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from llama_stack.apis.memory import Memory
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from llama_stack.apis.memory_banks import MemoryBanks
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from llama_stack.apis.models import Models
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from llama_stack.apis.safety import Safety
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from llama_stack.apis.shields import Shields
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from llama_stack.apis.telemetry import Telemetry
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from .datatypes import Api, ApiEndpoint, ProviderSpec, remote_provider_spec
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# These are the dependencies needed by the distribution server.
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# `llama-stack` is automatically installed by the installation script.
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SERVER_DEPENDENCIES = [
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"fastapi",
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"fire",
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"httpx",
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"uvicorn",
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]
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def stack_apis() -> List[Api]:
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return [v for v in Api]
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class AutoRoutedApiInfo(BaseModel):
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routing_table_api: Api
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router_api: Api
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def builtin_automatically_routed_apis() -> List[AutoRoutedApiInfo]:
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return [
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AutoRoutedApiInfo(
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routing_table_api=Api.models,
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router_api=Api.inference,
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),
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AutoRoutedApiInfo(
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routing_table_api=Api.shields,
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router_api=Api.safety,
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),
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AutoRoutedApiInfo(
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routing_table_api=Api.memory_banks,
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router_api=Api.memory,
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),
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]
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def api_endpoints() -> Dict[Api, List[ApiEndpoint]]:
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apis = {}
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protocols = {
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Api.inference: Inference,
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Api.safety: Safety,
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Api.agents: Agents,
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Api.memory: Memory,
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Api.telemetry: Telemetry,
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Api.models: Models,
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Api.shields: Shields,
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Api.memory_banks: MemoryBanks,
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}
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for api, protocol in protocols.items():
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endpoints = []
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protocol_methods = inspect.getmembers(protocol, predicate=inspect.isfunction)
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for name, method in protocol_methods:
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if not hasattr(method, "__webmethod__"):
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continue
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webmethod = method.__webmethod__
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route = webmethod.route
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if webmethod.method == "GET":
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method = "get"
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elif webmethod.method == "DELETE":
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method = "delete"
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else:
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method = "post"
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endpoints.append(ApiEndpoint(route=route, method=method, name=name))
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apis[api] = endpoints
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return apis
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def api_providers() -> Dict[Api, Dict[str, ProviderSpec]]:
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ret = {}
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routing_table_apis = set(
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x.routing_table_api for x in builtin_automatically_routed_apis()
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)
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for api in stack_apis():
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if api in routing_table_apis:
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continue
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name = api.name.lower()
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module = importlib.import_module(f"llama_stack.providers.registry.{name}")
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ret[api] = {
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"remote": remote_provider_spec(api),
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**{a.provider_id: a for a in module.available_providers()},
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}
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return ret
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