Rename Distribution -> DistributionSpec, simplify RemoteProviders

This commit is contained in:
Ashwin Bharambe 2024-08-06 10:45:06 -07:00
parent 0a67f3d3e6
commit 7cc0445517
9 changed files with 181 additions and 147 deletions

View file

@ -7,12 +7,8 @@
from functools import lru_cache
from typing import List, Optional
from llama_toolchain.agentic_system.providers import available_agentic_system_providers
from llama_toolchain.inference.providers import available_inference_providers
from llama_toolchain.safety.providers import available_safety_providers
from .datatypes import Api, Distribution, RemoteProviderSpec
from .datatypes import Api, DistributionSpec, RemoteProviderSpec
from .distribution import api_providers
# This is currently duplicated from `requirements.txt` with a few minor changes
# dev-dependencies like "ufmt" etc. are nuked. A few specialized dependencies
@ -49,39 +45,30 @@ def client_module(api: Api) -> str:
return f"llama_toolchain.{api.value}.client"
def remote(api: Api, port: int) -> RemoteProviderSpec:
def remote_spec(api: Api) -> RemoteProviderSpec:
return RemoteProviderSpec(
api=api,
provider_id=f"{api.value}-remote",
base_url=f"http://localhost:{port}",
module=client_module(api),
)
@lru_cache()
def available_distributions() -> List[Distribution]:
inference_providers_by_id = {
a.provider_id: a for a in available_inference_providers()
}
safety_providers_by_id = {a.provider_id: a for a in available_safety_providers()}
agentic_system_providers_by_id = {
a.provider_id: a for a in available_agentic_system_providers()
}
def available_distribution_specs() -> List[DistributionSpec]:
providers = api_providers()
return [
Distribution(
name="local-inline",
DistributionSpec(
spec_id="inline",
description="Use code from `llama_toolchain` itself to serve all llama stack APIs",
additional_pip_packages=COMMON_DEPENDENCIES,
provider_specs={
Api.inference: inference_providers_by_id["meta-reference"],
Api.safety: safety_providers_by_id["meta-reference"],
Api.agentic_system: agentic_system_providers_by_id["meta-reference"],
Api.inference: providers[Api.inference]["meta-reference"],
Api.safety: providers[Api.safety]["meta-reference"],
Api.agentic_system: providers[Api.agentic_system]["meta-reference"],
},
),
# NOTE: this hardcodes the ports to which things point to
Distribution(
name="full-remote",
DistributionSpec(
spec_id="remote",
description="Point to remote services for all llama stack APIs",
additional_pip_packages=[
"python-dotenv",
@ -97,28 +84,24 @@ def available_distributions() -> List[Distribution]:
"pydantic_core==2.18.2",
"uvicorn",
],
provider_specs={
Api.inference: remote(Api.inference, 5001),
Api.safety: remote(Api.safety, 5001),
Api.agentic_system: remote(Api.agentic_system, 5001),
},
provider_specs={x: remote_spec(x) for x in providers},
),
Distribution(
name="local-ollama",
DistributionSpec(
spec_id="ollama-inline",
description="Like local-source, but use ollama for running LLM inference",
additional_pip_packages=COMMON_DEPENDENCIES,
provider_specs={
Api.inference: inference_providers_by_id["meta-ollama"],
Api.safety: safety_providers_by_id["meta-reference"],
Api.agentic_system: agentic_system_providers_by_id["meta-reference"],
Api.inference: providers[Api.inference]["meta-ollama"],
Api.safety: providers[Api.safety]["meta-reference"],
Api.agentic_system: providers[Api.agentic_system]["meta-reference"],
},
),
]
@lru_cache()
def resolve_distribution(name: str) -> Optional[Distribution]:
for dist in available_distributions():
if dist.name == name:
return dist
def resolve_distribution_spec(spec_id: str) -> Optional[DistributionSpec]:
for spec in available_distribution_specs():
if spec.spec_id == spec_id:
return spec
return None