Add provider deprecation support; change directory structure (#397)

* Add provider deprecation support; change directory structure

* fix a couple dangling imports

* move the meta_reference safety dir also
This commit is contained in:
Ashwin Bharambe 2024-11-07 13:04:53 -08:00 committed by GitHub
parent 36e2538eb0
commit 694c142b89
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58 changed files with 61 additions and 120 deletions

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# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import json
import logging
import uuid
from typing import AsyncGenerator
from llama_stack.apis.inference import Inference
from llama_stack.apis.memory import Memory
from llama_stack.apis.memory_banks import MemoryBanks
from llama_stack.apis.safety import Safety
from llama_stack.apis.agents import * # noqa: F403
from llama_stack.providers.utils.kvstore import InmemoryKVStoreImpl, kvstore_impl
from .agent_instance import ChatAgent
from .config import MetaReferenceAgentsImplConfig
logger = logging.getLogger()
logger.setLevel(logging.INFO)
class MetaReferenceAgentsImpl(Agents):
def __init__(
self,
config: MetaReferenceAgentsImplConfig,
inference_api: Inference,
memory_api: Memory,
safety_api: Safety,
memory_banks_api: MemoryBanks,
):
self.config = config
self.inference_api = inference_api
self.memory_api = memory_api
self.safety_api = safety_api
self.memory_banks_api = memory_banks_api
self.in_memory_store = InmemoryKVStoreImpl()
async def initialize(self) -> None:
self.persistence_store = await kvstore_impl(self.config.persistence_store)
async def create_agent(
self,
agent_config: AgentConfig,
) -> AgentCreateResponse:
agent_id = str(uuid.uuid4())
await self.persistence_store.set(
key=f"agent:{agent_id}",
value=agent_config.json(),
)
return AgentCreateResponse(
agent_id=agent_id,
)
async def get_agent(self, agent_id: str) -> ChatAgent:
agent_config = await self.persistence_store.get(
key=f"agent:{agent_id}",
)
if not agent_config:
raise ValueError(f"Could not find agent config for {agent_id}")
try:
agent_config = json.loads(agent_config)
except json.JSONDecodeError as e:
raise ValueError(
f"Could not JSON decode agent config for {agent_id}"
) from e
try:
agent_config = AgentConfig(**agent_config)
except Exception as e:
raise ValueError(
f"Could not validate(?) agent config for {agent_id}"
) from e
return ChatAgent(
agent_id=agent_id,
agent_config=agent_config,
inference_api=self.inference_api,
safety_api=self.safety_api,
memory_api=self.memory_api,
memory_banks_api=self.memory_banks_api,
persistence_store=(
self.persistence_store
if agent_config.enable_session_persistence
else self.in_memory_store
),
)
async def create_agent_session(
self,
agent_id: str,
session_name: str,
) -> AgentSessionCreateResponse:
agent = await self.get_agent(agent_id)
session_id = await agent.create_session(session_name)
return AgentSessionCreateResponse(
session_id=session_id,
)
async def create_agent_turn(
self,
agent_id: str,
session_id: str,
messages: List[
Union[
UserMessage,
ToolResponseMessage,
]
],
attachments: Optional[List[Attachment]] = None,
stream: Optional[bool] = False,
) -> AsyncGenerator:
request = AgentTurnCreateRequest(
agent_id=agent_id,
session_id=session_id,
messages=messages,
attachments=attachments,
stream=True,
)
if stream:
return self._create_agent_turn_streaming(request)
else:
raise NotImplementedError("Non-streaming agent turns not yet implemented")
async def _create_agent_turn_streaming(
self,
request: AgentTurnCreateRequest,
) -> AsyncGenerator:
agent = await self.get_agent(request.agent_id)
async for event in agent.create_and_execute_turn(request):
yield event
async def get_agents_turn(
self, agent_id: str, session_id: str, turn_id: str
) -> Turn:
turn = await self.persistence_store.get(
f"session:{agent_id}:{session_id}:{turn_id}"
)
turn = json.loads(turn)
turn = Turn(**turn)
return turn
async def get_agents_step(
self, agent_id: str, session_id: str, turn_id: str, step_id: str
) -> AgentStepResponse:
turn = await self.persistence_store.get(
f"session:{agent_id}:{session_id}:{turn_id}"
)
turn = json.loads(turn)
turn = Turn(**turn)
steps = turn.steps
for step in steps:
if step.step_id == step_id:
return AgentStepResponse(step=step)
raise ValueError(f"Provided step_id {step_id} could not be found")
async def get_agents_session(
self,
agent_id: str,
session_id: str,
turn_ids: Optional[List[str]] = None,
) -> Session:
session = await self.persistence_store.get(f"session:{agent_id}:{session_id}")
session = Session(**json.loads(session), turns=[])
turns = []
if turn_ids:
for turn_id in turn_ids:
turn = await self.persistence_store.get(
f"session:{agent_id}:{session_id}:{turn_id}"
)
turn = json.loads(turn)
turn = Turn(**turn)
turns.append(turn)
return Session(
session_name=session.session_name,
session_id=session_id,
turns=turns if turns else [],
started_at=session.started_at,
)
async def delete_agents_session(self, agent_id: str, session_id: str) -> None:
await self.persistence_store.delete(f"session:{agent_id}:{session_id}")
async def delete_agents(self, agent_id: str) -> None:
await self.persistence_store.delete(f"agent:{agent_id}")