From 283148633dd77e12b94deb10637c1cdd2411a5c7 Mon Sep 17 00:00:00 2001 From: Dmitry Paramonov Date: Thu, 19 Sep 2024 22:53:08 +0300 Subject: [PATCH 1/5] feat: Add Vertex AI embedder --- agents-api/agents_api/activities/embed_docs.py | 2 +- agents-api/agents_api/clients/vertexai.py | 18 ++++++++++++++++++ agents-api/agents_api/env.py | 4 ++++ .../agents_api/models/chat/gather_messages.py | 4 ++-- agents-api/agents_api/routers/docs/embed.py | 4 ++-- agents-api/tests/test_chat_routes.py | 3 ++- llm-proxy/litellm-config.yaml | 6 ++++++ 7 files changed, 35 insertions(+), 6 deletions(-) create mode 100644 agents-api/agents_api/clients/vertexai.py diff --git a/agents-api/agents_api/activities/embed_docs.py b/agents-api/agents_api/activities/embed_docs.py index 3222ff9e7..0fad43d92 100644 --- a/agents-api/agents_api/activities/embed_docs.py +++ b/agents-api/agents_api/activities/embed_docs.py @@ -2,7 +2,7 @@ from temporalio import activity from ..clients import cozo -from ..clients import embed as embedder +from ..clients import vertexai as embedder from ..env import testing from ..models.docs.embed_snippets import embed_snippets as embed_snippets_query from .types import EmbedDocsPayload diff --git a/agents-api/agents_api/clients/vertexai.py b/agents-api/agents_api/clients/vertexai.py new file mode 100644 index 000000000..eaaee0182 --- /dev/null +++ b/agents-api/agents_api/clients/vertexai.py @@ -0,0 +1,18 @@ +import litellm +from litellm import aembedding + +from ..env import google_project_id, vertex_location + +litellm.vertex_project = google_project_id +litellm.vertex_location = vertex_location + + +async def embed( + inputs: list[str], dimensions: int = 1024, join_inputs: bool = True +) -> list[list[float]]: + input = ["\n\n".join(inputs)] if join_inputs else inputs + response = await aembedding( + model="vertex_ai/text-embedding-004", input=input, dimensions=dimensions + ) + + return response.data or [] diff --git a/agents-api/agents_api/env.py b/agents-api/agents_api/env.py index 85d33f0e6..b5253788f 100644 --- a/agents-api/agents_api/env.py +++ b/agents-api/agents_api/env.py @@ -77,6 +77,9 @@ temporal_endpoint: Any = env.str("TEMPORAL_ENDPOINT", default="localhost:7233") temporal_task_queue: Any = env.str("TEMPORAL_TASK_QUEUE", default="julep-task-queue") +# Google cloud +google_project_id: str = env.str("GOOGLE_PROJECT_ID") +vertex_location: str = env.str("VERTEX_LOCATION", default="us-central1") # Consolidate environment variables environment: Dict[str, Any] = dict( @@ -97,6 +100,7 @@ temporal_namespace=temporal_namespace, embedding_model_id=embedding_model_id, testing=testing, + google_project_id=google_project_id, ) if debug or testing: diff --git a/agents-api/agents_api/models/chat/gather_messages.py b/agents-api/agents_api/models/chat/gather_messages.py index f8e08632d..f1b64d05d 100644 --- a/agents-api/agents_api/models/chat/gather_messages.py +++ b/agents-api/agents_api/models/chat/gather_messages.py @@ -9,7 +9,7 @@ from agents_api.autogen.Chat import ChatInput from ...autogen.openapi_model import DocReference, History -from ...clients import embed +from ...clients import vertexai as embed from ...common.protocol.developers import Developer from ...common.protocol.sessions import ChatContext from ..docs.search_docs_hybrid import search_docs_hybrid @@ -61,7 +61,7 @@ async def gather_messages( return past_messages, [] # Search matching docs - [query_embedding, *_] = await embed.embed( + query_embedding = await embed.embed( inputs=[ f"{msg.get('name') or msg['role']}: {msg['content']}" for msg in new_raw_messages diff --git a/agents-api/agents_api/routers/docs/embed.py b/agents-api/agents_api/routers/docs/embed.py index 2c6b7b641..932fcbf6c 100644 --- a/agents-api/agents_api/routers/docs/embed.py +++ b/agents-api/agents_api/routers/docs/embed.py @@ -1,9 +1,9 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID -import agents_api.clients.embed as embedder +import agents_api.clients.vertexai as embedder from ...autogen.openapi_model import ( EmbedQueryRequest, diff --git a/agents-api/tests/test_chat_routes.py b/agents-api/tests/test_chat_routes.py index 416849c69..2c71db801 100644 --- a/agents-api/tests/test_chat_routes.py +++ b/agents-api/tests/test_chat_routes.py @@ -3,7 +3,8 @@ from ward import test from agents_api.autogen.openapi_model import ChatInput, CreateSessionRequest -from agents_api.clients import embed, litellm +from agents_api.clients import litellm +from agents_api.clients import vertexai as embed from agents_api.common.protocol.sessions import ChatContext from agents_api.models.chat.gather_messages import gather_messages from agents_api.models.chat.prepare_chat_context import prepare_chat_context diff --git a/llm-proxy/litellm-config.yaml b/llm-proxy/litellm-config.yaml index e91087461..0e2cf0254 100644 --- a/llm-proxy/litellm-config.yaml +++ b/llm-proxy/litellm-config.yaml @@ -103,6 +103,12 @@ model_list: api_base: os.environ/EMBEDDING_SERVICE_BASE tags: ["free"] +- model_name: text-embedding-004 + litellm_params: + model: vertex_ai/text-embedding-004 + vertex_project: os.environ/GOOGLE_PROJECT_ID + vertex_location: os.environ/VERTEX_LOCATION + # -*= Free models =*- # ------------------- From 87a8f6e007723f072f027f01b3107f62b1fd9893 Mon Sep 17 00:00:00 2001 From: Dmitry Paramonov Date: Thu, 19 Sep 2024 22:53:24 +0300 Subject: [PATCH 2/5] chore: Fix formatting --- agents-api/agents_api/clients/litellm.py | 1 - agents-api/agents_api/routers/agents/create_agent.py | 2 +- agents-api/agents_api/routers/agents/create_agent_tool.py | 1 - agents-api/agents_api/routers/agents/create_or_update_agent.py | 1 - agents-api/agents_api/routers/agents/delete_agent.py | 2 +- agents-api/agents_api/routers/agents/delete_agent_tool.py | 1 - agents-api/agents_api/routers/agents/get_agent_details.py | 2 +- agents-api/agents_api/routers/agents/list_agent_tools.py | 1 - agents-api/agents_api/routers/agents/list_agents.py | 2 +- agents-api/agents_api/routers/agents/patch_agent.py | 2 +- agents-api/agents_api/routers/agents/patch_agent_tool.py | 1 - agents-api/agents_api/routers/agents/update_agent.py | 2 +- agents-api/agents_api/routers/agents/update_agent_tool.py | 1 - agents-api/agents_api/routers/docs/create_doc.py | 1 - agents-api/agents_api/routers/docs/delete_doc.py | 2 +- agents-api/agents_api/routers/docs/get_doc.py | 2 +- agents-api/agents_api/routers/docs/list_docs.py | 2 +- agents-api/agents_api/routers/docs/search_docs.py | 2 +- agents-api/agents_api/routers/jobs/routers.py | 2 +- .../agents_api/routers/sessions/create_or_update_session.py | 1 - agents-api/agents_api/routers/sessions/create_session.py | 2 +- agents-api/agents_api/routers/sessions/delete_session.py | 2 +- agents-api/agents_api/routers/sessions/get_session.py | 2 +- agents-api/agents_api/routers/sessions/get_session_history.py | 2 +- agents-api/agents_api/routers/sessions/list_sessions.py | 2 +- agents-api/agents_api/routers/sessions/patch_session.py | 2 +- agents-api/agents_api/routers/sessions/update_session.py | 2 +- agents-api/agents_api/routers/tasks/create_or_update_task.py | 2 +- agents-api/agents_api/routers/tasks/create_task.py | 2 +- agents-api/agents_api/routers/tasks/create_task_execution.py | 1 - agents-api/agents_api/routers/tasks/get_task_details.py | 2 +- .../agents_api/routers/tasks/list_execution_transitions.py | 1 - agents-api/agents_api/routers/tasks/list_task_executions.py | 2 +- agents-api/agents_api/routers/tasks/list_tasks.py | 2 +- agents-api/agents_api/routers/tasks/patch_execution.py | 2 +- .../agents_api/routers/tasks/stream_transitions_events.py | 2 +- agents-api/agents_api/routers/tasks/update_execution.py | 3 +-- agents-api/agents_api/routers/users/create_or_update_user.py | 2 +- agents-api/agents_api/routers/users/create_user.py | 2 +- agents-api/agents_api/routers/users/delete_user.py | 2 +- agents-api/agents_api/routers/users/get_user_details.py | 2 +- agents-api/agents_api/routers/users/list_users.py | 2 +- agents-api/agents_api/routers/users/patch_user.py | 2 +- agents-api/agents_api/routers/users/update_user.py | 2 +- 44 files changed, 33 insertions(+), 45 deletions(-) diff --git a/agents-api/agents_api/clients/litellm.py b/agents-api/agents_api/clients/litellm.py index 9b321cc29..bb996576f 100644 --- a/agents-api/agents_api/clients/litellm.py +++ b/agents-api/agents_api/clients/litellm.py @@ -16,7 +16,6 @@ async def acompletion( *, model: str, messages: list[dict], custom_api_key: None | str = None, **kwargs ) -> ModelResponse | CustomStreamWrapper: - supported_params = get_supported_openai_params(model) settings = {k: v for k, v in kwargs.items() if k in supported_params} diff --git a/agents-api/agents_api/routers/agents/create_agent.py b/agents-api/agents_api/routers/agents/create_agent.py index 650b0b531..a662bef15 100644 --- a/agents-api/agents_api/routers/agents/create_agent.py +++ b/agents-api/agents_api/routers/agents/create_agent.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED import agents_api.models as models diff --git a/agents-api/agents_api/routers/agents/create_agent_tool.py b/agents-api/agents_api/routers/agents/create_agent_tool.py index 783dec3c9..21b8e175a 100644 --- a/agents-api/agents_api/routers/agents/create_agent_tool.py +++ b/agents-api/agents_api/routers/agents/create_agent_tool.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED import agents_api.models as models diff --git a/agents-api/agents_api/routers/agents/create_or_update_agent.py b/agents-api/agents_api/routers/agents/create_or_update_agent.py index ef76ae627..2dcbcd599 100644 --- a/agents-api/agents_api/routers/agents/create_or_update_agent.py +++ b/agents-api/agents_api/routers/agents/create_or_update_agent.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED import agents_api.models as models diff --git a/agents-api/agents_api/routers/agents/delete_agent.py b/agents-api/agents_api/routers/agents/delete_agent.py index 2bacdeb45..03fcd56a0 100644 --- a/agents-api/agents_api/routers/agents/delete_agent.py +++ b/agents-api/agents_api/routers/agents/delete_agent.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_202_ACCEPTED from ...autogen.openapi_model import ResourceDeletedResponse diff --git a/agents-api/agents_api/routers/agents/delete_agent_tool.py b/agents-api/agents_api/routers/agents/delete_agent_tool.py index 1dd6da83e..772116d64 100644 --- a/agents-api/agents_api/routers/agents/delete_agent_tool.py +++ b/agents-api/agents_api/routers/agents/delete_agent_tool.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ResourceDeletedResponse from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/agents/get_agent_details.py b/agents-api/agents_api/routers/agents/get_agent_details.py index a714c0b2c..3d684368e 100644 --- a/agents-api/agents_api/routers/agents/get_agent_details.py +++ b/agents-api/agents_api/routers/agents/get_agent_details.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import Agent from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/agents/list_agent_tools.py b/agents-api/agents_api/routers/agents/list_agent_tools.py index f8af9da9a..59d1a6ade 100644 --- a/agents-api/agents_api/routers/agents/list_agent_tools.py +++ b/agents-api/agents_api/routers/agents/list_agent_tools.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ListResponse, Tool from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/agents/list_agents.py b/agents-api/agents_api/routers/agents/list_agents.py index d3f014063..21cd736b5 100644 --- a/agents-api/agents_api/routers/agents/list_agents.py +++ b/agents-api/agents_api/routers/agents/list_agents.py @@ -1,9 +1,9 @@ import json from json import JSONDecodeError from typing import Annotated, Literal +from uuid import UUID from fastapi import Depends, HTTPException, status -from uuid import UUID from ...autogen.openapi_model import Agent, ListResponse from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/agents/patch_agent.py b/agents-api/agents_api/routers/agents/patch_agent.py index fa96a4169..f31f2c63e 100644 --- a/agents-api/agents_api/routers/agents/patch_agent.py +++ b/agents-api/agents_api/routers/agents/patch_agent.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_200_OK from ...autogen.openapi_model import PatchAgentRequest, ResourceUpdatedResponse diff --git a/agents-api/agents_api/routers/agents/patch_agent_tool.py b/agents-api/agents_api/routers/agents/patch_agent_tool.py index e979ad30f..e4031810b 100644 --- a/agents-api/agents_api/routers/agents/patch_agent_tool.py +++ b/agents-api/agents_api/routers/agents/patch_agent_tool.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ( PatchToolRequest, diff --git a/agents-api/agents_api/routers/agents/update_agent.py b/agents-api/agents_api/routers/agents/update_agent.py index e51c459c7..d878b7d6b 100644 --- a/agents-api/agents_api/routers/agents/update_agent.py +++ b/agents-api/agents_api/routers/agents/update_agent.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_200_OK from ...autogen.openapi_model import ResourceUpdatedResponse, UpdateAgentRequest diff --git a/agents-api/agents_api/routers/agents/update_agent_tool.py b/agents-api/agents_api/routers/agents/update_agent_tool.py index b0633b73b..b736ea686 100644 --- a/agents-api/agents_api/routers/agents/update_agent_tool.py +++ b/agents-api/agents_api/routers/agents/update_agent_tool.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ( ResourceUpdatedResponse, diff --git a/agents-api/agents_api/routers/docs/create_doc.py b/agents-api/agents_api/routers/docs/create_doc.py index e71eed59f..0ba22c8d5 100644 --- a/agents-api/agents_api/routers/docs/create_doc.py +++ b/agents-api/agents_api/routers/docs/create_doc.py @@ -2,7 +2,6 @@ from uuid import UUID, uuid4 from fastapi import BackgroundTasks, Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED from temporalio.client import Client as TemporalClient diff --git a/agents-api/agents_api/routers/docs/delete_doc.py b/agents-api/agents_api/routers/docs/delete_doc.py index bfd6a4799..c67e46447 100644 --- a/agents-api/agents_api/routers/docs/delete_doc.py +++ b/agents-api/agents_api/routers/docs/delete_doc.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_202_ACCEPTED from ...autogen.openapi_model import ResourceDeletedResponse diff --git a/agents-api/agents_api/routers/docs/get_doc.py b/agents-api/agents_api/routers/docs/get_doc.py index 9a7b23ccf..b120bc867 100644 --- a/agents-api/agents_api/routers/docs/get_doc.py +++ b/agents-api/agents_api/routers/docs/get_doc.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import Doc from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/docs/list_docs.py b/agents-api/agents_api/routers/docs/list_docs.py index fa0931f4b..2ba99a932 100644 --- a/agents-api/agents_api/routers/docs/list_docs.py +++ b/agents-api/agents_api/routers/docs/list_docs.py @@ -1,9 +1,9 @@ import json from json import JSONDecodeError from typing import Annotated, Literal +from uuid import UUID from fastapi import Depends, HTTPException, status -from uuid import UUID from ...autogen.openapi_model import Doc, ListResponse from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/docs/search_docs.py b/agents-api/agents_api/routers/docs/search_docs.py index 83acf1ed4..ce0b62811 100644 --- a/agents-api/agents_api/routers/docs/search_docs.py +++ b/agents-api/agents_api/routers/docs/search_docs.py @@ -1,8 +1,8 @@ import time from typing import Annotated, Any, Dict, List, Optional, Tuple, Union +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ( DocSearchResponse, diff --git a/agents-api/agents_api/routers/jobs/routers.py b/agents-api/agents_api/routers/jobs/routers.py index 8095af86e..fe1b25fa3 100644 --- a/agents-api/agents_api/routers/jobs/routers.py +++ b/agents-api/agents_api/routers/jobs/routers.py @@ -1,7 +1,7 @@ from typing import Literal +from uuid import UUID from fastapi import APIRouter -from uuid import UUID from temporalio.client import WorkflowExecutionStatus from agents_api.autogen.openapi_model import JobStatus diff --git a/agents-api/agents_api/routers/sessions/create_or_update_session.py b/agents-api/agents_api/routers/sessions/create_or_update_session.py index 99f98652b..a4efb0444 100644 --- a/agents-api/agents_api/routers/sessions/create_or_update_session.py +++ b/agents-api/agents_api/routers/sessions/create_or_update_session.py @@ -2,7 +2,6 @@ from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED from ...autogen.openapi_model import ( diff --git a/agents-api/agents_api/routers/sessions/create_session.py b/agents-api/agents_api/routers/sessions/create_session.py index f65948991..a83b71d5a 100644 --- a/agents-api/agents_api/routers/sessions/create_session.py +++ b/agents-api/agents_api/routers/sessions/create_session.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED from ...autogen.openapi_model import ( diff --git a/agents-api/agents_api/routers/sessions/delete_session.py b/agents-api/agents_api/routers/sessions/delete_session.py index 310516af9..1a664a871 100644 --- a/agents-api/agents_api/routers/sessions/delete_session.py +++ b/agents-api/agents_api/routers/sessions/delete_session.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_202_ACCEPTED from ...autogen.openapi_model import ResourceDeletedResponse diff --git a/agents-api/agents_api/routers/sessions/get_session.py b/agents-api/agents_api/routers/sessions/get_session.py index 141a432e7..df70a8f72 100644 --- a/agents-api/agents_api/routers/sessions/get_session.py +++ b/agents-api/agents_api/routers/sessions/get_session.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import Session from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/sessions/get_session_history.py b/agents-api/agents_api/routers/sessions/get_session_history.py index d1a5d1f80..fa993975b 100644 --- a/agents-api/agents_api/routers/sessions/get_session_history.py +++ b/agents-api/agents_api/routers/sessions/get_session_history.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import History from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/sessions/list_sessions.py b/agents-api/agents_api/routers/sessions/list_sessions.py index 8a7fa0884..21d7b643b 100644 --- a/agents-api/agents_api/routers/sessions/list_sessions.py +++ b/agents-api/agents_api/routers/sessions/list_sessions.py @@ -1,9 +1,9 @@ import json from json import JSONDecodeError from typing import Annotated, Literal +from uuid import UUID from fastapi import Depends, HTTPException, status -from uuid import UUID from ...autogen.openapi_model import ListResponse, Session from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/sessions/patch_session.py b/agents-api/agents_api/routers/sessions/patch_session.py index 522ecf57c..8eefab4dc 100644 --- a/agents-api/agents_api/routers/sessions/patch_session.py +++ b/agents-api/agents_api/routers/sessions/patch_session.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ( PatchSessionRequest, diff --git a/agents-api/agents_api/routers/sessions/update_session.py b/agents-api/agents_api/routers/sessions/update_session.py index 14d09ead7..f35368d84 100644 --- a/agents-api/agents_api/routers/sessions/update_session.py +++ b/agents-api/agents_api/routers/sessions/update_session.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ( ResourceUpdatedResponse, diff --git a/agents-api/agents_api/routers/tasks/create_or_update_task.py b/agents-api/agents_api/routers/tasks/create_or_update_task.py index 23cae0f91..e5245670a 100644 --- a/agents-api/agents_api/routers/tasks/create_or_update_task.py +++ b/agents-api/agents_api/routers/tasks/create_or_update_task.py @@ -1,9 +1,9 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends, HTTPException from jsonschema import validate from jsonschema.exceptions import SchemaError, ValidationError -from uuid import UUID from starlette.status import HTTP_201_CREATED from agents_api.autogen.openapi_model import ( diff --git a/agents-api/agents_api/routers/tasks/create_task.py b/agents-api/agents_api/routers/tasks/create_task.py index d6b4bc70b..d92bd4a4d 100644 --- a/agents-api/agents_api/routers/tasks/create_task.py +++ b/agents-api/agents_api/routers/tasks/create_task.py @@ -1,9 +1,9 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends, HTTPException from jsonschema import validate from jsonschema.exceptions import SchemaError, ValidationError -from uuid import UUID from starlette.status import HTTP_201_CREATED from ...autogen.openapi_model import ( diff --git a/agents-api/agents_api/routers/tasks/create_task_execution.py b/agents-api/agents_api/routers/tasks/create_task_execution.py index 3d77f80c6..24de79522 100644 --- a/agents-api/agents_api/routers/tasks/create_task_execution.py +++ b/agents-api/agents_api/routers/tasks/create_task_execution.py @@ -7,7 +7,6 @@ from jsonschema import validate from jsonschema.exceptions import ValidationError from pycozo.client import QueryException -from uuid import UUID from starlette.status import HTTP_201_CREATED from temporalio.client import WorkflowHandle diff --git a/agents-api/agents_api/routers/tasks/get_task_details.py b/agents-api/agents_api/routers/tasks/get_task_details.py index 836a4d640..9f8008118 100644 --- a/agents-api/agents_api/routers/tasks/get_task_details.py +++ b/agents-api/agents_api/routers/tasks/get_task_details.py @@ -1,8 +1,8 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends, HTTPException, status from pycozo.client import QueryException -from uuid import UUID from ...autogen.openapi_model import ( Task, diff --git a/agents-api/agents_api/routers/tasks/list_execution_transitions.py b/agents-api/agents_api/routers/tasks/list_execution_transitions.py index 9f06fdcf1..fd7be992a 100644 --- a/agents-api/agents_api/routers/tasks/list_execution_transitions.py +++ b/agents-api/agents_api/routers/tasks/list_execution_transitions.py @@ -1,5 +1,4 @@ from typing import Literal - from uuid import UUID from agents_api.autogen.openapi_model import ( diff --git a/agents-api/agents_api/routers/tasks/list_task_executions.py b/agents-api/agents_api/routers/tasks/list_task_executions.py index 6dc2635c9..f2961e54a 100644 --- a/agents-api/agents_api/routers/tasks/list_task_executions.py +++ b/agents-api/agents_api/routers/tasks/list_task_executions.py @@ -1,7 +1,7 @@ from typing import Annotated, Literal +from uuid import UUID from fastapi import Depends -from uuid import UUID from agents_api.autogen.openapi_model import ( Execution, diff --git a/agents-api/agents_api/routers/tasks/list_tasks.py b/agents-api/agents_api/routers/tasks/list_tasks.py index 6656738bd..43a7e9158 100644 --- a/agents-api/agents_api/routers/tasks/list_tasks.py +++ b/agents-api/agents_api/routers/tasks/list_tasks.py @@ -1,7 +1,7 @@ from typing import Annotated, Literal +from uuid import UUID from fastapi import Depends -from uuid import UUID from agents_api.autogen.openapi_model import ( ListResponse, diff --git a/agents-api/agents_api/routers/tasks/patch_execution.py b/agents-api/agents_api/routers/tasks/patch_execution.py index d0a8ee779..0eb159c83 100644 --- a/agents-api/agents_api/routers/tasks/patch_execution.py +++ b/agents-api/agents_api/routers/tasks/patch_execution.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from agents_api.autogen.openapi_model import ( ResourceUpdatedResponse, diff --git a/agents-api/agents_api/routers/tasks/stream_transitions_events.py b/agents-api/agents_api/routers/tasks/stream_transitions_events.py index 8202881f0..37500b0d6 100644 --- a/agents-api/agents_api/routers/tasks/stream_transitions_events.py +++ b/agents-api/agents_api/routers/tasks/stream_transitions_events.py @@ -2,11 +2,11 @@ from base64 import b64decode, b64encode from functools import partial from typing import Annotated +from uuid import UUID import anyio from anyio.streams.memory import MemoryObjectSendStream from fastapi import Depends, Query -from uuid import UUID from sse_starlette.sse import EventSourceResponse from starlette.requests import Request from temporalio.api.enums.v1 import EventType diff --git a/agents-api/agents_api/routers/tasks/update_execution.py b/agents-api/agents_api/routers/tasks/update_execution.py index 9adfe0b94..3f6b30e8c 100644 --- a/agents-api/agents_api/routers/tasks/update_execution.py +++ b/agents-api/agents_api/routers/tasks/update_execution.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends, HTTPException -from uuid import UUID from agents_api.autogen.openapi_model import ( ResumeExecutionRequest, @@ -35,7 +35,6 @@ async def update_execution( await wf_handle.cancel() case ResumeExecutionRequest(): - token_data = get_paused_execution_token( developer_id=x_developer_id, execution_id=execution_id ) diff --git a/agents-api/agents_api/routers/users/create_or_update_user.py b/agents-api/agents_api/routers/users/create_or_update_user.py index 17102cf42..0141983c9 100644 --- a/agents-api/agents_api/routers/users/create_or_update_user.py +++ b/agents-api/agents_api/routers/users/create_or_update_user.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED from ...autogen.openapi_model import CreateOrUpdateUserRequest, ResourceCreatedResponse diff --git a/agents-api/agents_api/routers/users/create_user.py b/agents-api/agents_api/routers/users/create_user.py index 53225cd53..4724a77b4 100644 --- a/agents-api/agents_api/routers/users/create_user.py +++ b/agents-api/agents_api/routers/users/create_user.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_201_CREATED from ...autogen.openapi_model import CreateUserRequest, ResourceCreatedResponse diff --git a/agents-api/agents_api/routers/users/delete_user.py b/agents-api/agents_api/routers/users/delete_user.py index efbc2afdc..d9d8032e7 100644 --- a/agents-api/agents_api/routers/users/delete_user.py +++ b/agents-api/agents_api/routers/users/delete_user.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from starlette.status import HTTP_202_ACCEPTED from ...autogen.openapi_model import ResourceDeletedResponse diff --git a/agents-api/agents_api/routers/users/get_user_details.py b/agents-api/agents_api/routers/users/get_user_details.py index 3fcf0c5de..71a26c2dc 100644 --- a/agents-api/agents_api/routers/users/get_user_details.py +++ b/agents-api/agents_api/routers/users/get_user_details.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import User from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/users/list_users.py b/agents-api/agents_api/routers/users/list_users.py index e8ffc1a57..3f6b93cb2 100644 --- a/agents-api/agents_api/routers/users/list_users.py +++ b/agents-api/agents_api/routers/users/list_users.py @@ -1,9 +1,9 @@ import json from json import JSONDecodeError from typing import Annotated, Literal +from uuid import UUID from fastapi import Depends, HTTPException, status -from uuid import UUID from ...autogen.openapi_model import ListResponse, User from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/users/patch_user.py b/agents-api/agents_api/routers/users/patch_user.py index 54bc254f3..8a49aaf93 100644 --- a/agents-api/agents_api/routers/users/patch_user.py +++ b/agents-api/agents_api/routers/users/patch_user.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import PatchUserRequest, ResourceUpdatedResponse from ...dependencies.developer_id import get_developer_id diff --git a/agents-api/agents_api/routers/users/update_user.py b/agents-api/agents_api/routers/users/update_user.py index e13c38d92..d9104da73 100644 --- a/agents-api/agents_api/routers/users/update_user.py +++ b/agents-api/agents_api/routers/users/update_user.py @@ -1,7 +1,7 @@ from typing import Annotated +from uuid import UUID from fastapi import Depends -from uuid import UUID from ...autogen.openapi_model import ResourceUpdatedResponse, UpdateUserRequest from ...dependencies.developer_id import get_developer_id From 44e66d0b43aff23a3e98a6d87d1bb3401b230922 Mon Sep 17 00:00:00 2001 From: Diwank Singh Tomer Date: Thu, 19 Sep 2024 21:08:39 -0400 Subject: [PATCH 3/5] feat: Configurable model for embeddings Signed-off-by: Diwank Singh Tomer --- .../agents_api/activities/embed_docs.py | 7 +- agents-api/agents_api/clients/litellm.py | 55 +- .../clients/{embed.py => old_embed.py} | 0 agents-api/agents_api/clients/vertexai.py | 18 - agents-api/agents_api/env.py | 14 +- .../agents_api/models/chat/gather_messages.py | 9 +- agents-api/agents_api/routers/docs/embed.py | 5 +- .../agents_api/routers/sessions/chat.py | 1 - agents-api/poetry.lock | 1094 +++++++++-------- agents-api/pyproject.toml | 2 +- embedding-service/docker-compose.yml | 2 - llm-proxy/docker-compose.yml | 18 +- llm-proxy/litellm-config.yaml | 8 +- memory-store/docker-compose.yml | 1 + monitoring/docker-compose.yml | 3 +- scheduler/docker-compose.yml | 4 - 16 files changed, 643 insertions(+), 598 deletions(-) rename agents-api/agents_api/clients/{embed.py => old_embed.py} (100%) delete mode 100644 agents-api/agents_api/clients/vertexai.py diff --git a/agents-api/agents_api/activities/embed_docs.py b/agents-api/agents_api/activities/embed_docs.py index 0fad43d92..924424881 100644 --- a/agents-api/agents_api/activities/embed_docs.py +++ b/agents-api/agents_api/activities/embed_docs.py @@ -1,8 +1,7 @@ from beartype import beartype from temporalio import activity -from ..clients import cozo -from ..clients import vertexai as embedder +from ..clients import cozo, litellm from ..env import testing from ..models.docs.embed_snippets import embed_snippets as embed_snippets_query from .types import EmbedDocsPayload @@ -14,8 +13,8 @@ async def embed_docs(payload: EmbedDocsPayload, cozo_client=None) -> None: embed_instruction: str = payload.embed_instruction or "" title: str = payload.title or "" - embeddings = await embedder.embed( - [ + embeddings = await litellm.aembedding( + inputs=[ ( embed_instruction + (title + "\n\n" + snippet) if title else snippet ).strip() diff --git a/agents-api/agents_api/clients/litellm.py b/agents-api/agents_api/clients/litellm.py index bb996576f..865db58db 100644 --- a/agents-api/agents_api/clients/litellm.py +++ b/agents-api/agents_api/clients/litellm.py @@ -1,21 +1,31 @@ from functools import wraps -from typing import List +from typing import List, Literal from beartype import beartype -from litellm import acompletion as _acompletion -from litellm import get_supported_openai_params +from litellm import ( + acompletion as _acompletion, + aembedding as _aembedding, + get_supported_openai_params, +) +import litellm from litellm.utils import CustomStreamWrapper, ModelResponse -from ..env import litellm_master_key, litellm_url +from ..env import embedding_model_id, embedding_dimensions, litellm_master_key, litellm_url __all__: List[str] = ["acompletion"] +# TODO: Should check if this is really needed +litellm.drop_params = True + @wraps(_acompletion) @beartype async def acompletion( *, model: str, messages: list[dict], custom_api_key: None | str = None, **kwargs ) -> ModelResponse | CustomStreamWrapper: + if not custom_api_key: + model = f"openai/{model}" # FIXME: This is for litellm + supported_params = get_supported_openai_params(model) settings = {k: v for k, v in kwargs.items() if k in supported_params} @@ -26,3 +36,40 @@ async def acompletion( base_url=None if custom_api_key else litellm_url, api_key=custom_api_key or litellm_master_key, ) + + +@wraps(_aembedding) +@beartype +async def aembedding( + *, + inputs: str |list[str], + model: str = embedding_model_id, + dimensions: int = embedding_dimensions, + join_inputs: bool = False, + custom_api_key: None | str = None, + **settings, +) -> list[list[float]]: + if not custom_api_key: + model = f"openai/{model}" # FIXME: This is for litellm + + if isinstance(inputs, str): + input = [inputs] + else: + input = ["\n\n".join(inputs)] if join_inputs else inputs + + response = await _aembedding( + model=model, + input=input, + # dimensions=dimensions, # FIXME: litellm doesn't support dimensions correctly + api_base=None if custom_api_key else litellm_url, + api_key=custom_api_key or litellm_master_key, + drop_params=True, + **settings, + ) + + embedding_list: list[dict[Literal["embedding"], list[float]]] = response.data + + # FIXME: Truncation should be handled by litellm + result = [embedding["embedding"][:dimensions] for embedding in embedding_list] + + return result diff --git a/agents-api/agents_api/clients/embed.py b/agents-api/agents_api/clients/old_embed.py similarity index 100% rename from agents-api/agents_api/clients/embed.py rename to agents-api/agents_api/clients/old_embed.py diff --git a/agents-api/agents_api/clients/vertexai.py b/agents-api/agents_api/clients/vertexai.py deleted file mode 100644 index eaaee0182..000000000 --- a/agents-api/agents_api/clients/vertexai.py +++ /dev/null @@ -1,18 +0,0 @@ -import litellm -from litellm import aembedding - -from ..env import google_project_id, vertex_location - -litellm.vertex_project = google_project_id -litellm.vertex_location = vertex_location - - -async def embed( - inputs: list[str], dimensions: int = 1024, join_inputs: bool = True -) -> list[list[float]]: - input = ["\n\n".join(inputs)] if join_inputs else inputs - response = await aembedding( - model="vertex_ai/text-embedding-004", input=input, dimensions=dimensions - ) - - return response.data or [] diff --git a/agents-api/agents_api/env.py b/agents-api/agents_api/env.py index b5253788f..daee79172 100644 --- a/agents-api/agents_api/env.py +++ b/agents-api/agents_api/env.py @@ -25,6 +25,7 @@ # ----- task_max_parallelism: int = env.int("AGENTS_API_TASK_MAX_PARALLELISM", default=100) + # Debug # ----- debug: bool = env.bool("AGENTS_API_DEBUG", default=False) @@ -51,6 +52,7 @@ api_key_header_name: str = env.str("AGENTS_API_KEY_HEADER_NAME", default="X-Auth-Key") + # Litellm API # ----------- litellm_url: str = env.str("LITELLM_URL", default="http://0.0.0.0:4000") @@ -59,13 +61,11 @@ # Embedding service # ----------------- -embedding_service_base: str = env.str( - "EMBEDDING_SERVICE_BASE", default="http://0.0.0.0:8082" -) embedding_model_id: str = env.str( "EMBEDDING_MODEL_ID", default="Alibaba-NLP/gte-large-en-v1.5" ) -truncate_embed_text: bool = env.bool("TRUNCATE_EMBED_TEXT", default=True) + +embedding_dimensions: int = env.int("EMBEDDING_DIMENSIONS", default=1024) # Temporal @@ -77,9 +77,6 @@ temporal_endpoint: Any = env.str("TEMPORAL_ENDPOINT", default="localhost:7233") temporal_task_queue: Any = env.str("TEMPORAL_TASK_QUEUE", default="julep-task-queue") -# Google cloud -google_project_id: str = env.str("GOOGLE_PROJECT_ID") -vertex_location: str = env.str("VERTEX_LOCATION", default="us-central1") # Consolidate environment variables environment: Dict[str, Any] = dict( @@ -94,13 +91,10 @@ api_key_header_name=api_key_header_name, hostname=hostname, api_prefix=api_prefix, - embedding_service_base=embedding_service_base, - truncate_embed_text=truncate_embed_text, temporal_worker_url=temporal_worker_url, temporal_namespace=temporal_namespace, embedding_model_id=embedding_model_id, testing=testing, - google_project_id=google_project_id, ) if debug or testing: diff --git a/agents-api/agents_api/models/chat/gather_messages.py b/agents-api/agents_api/models/chat/gather_messages.py index f1b64d05d..3712a9137 100644 --- a/agents-api/agents_api/models/chat/gather_messages.py +++ b/agents-api/agents_api/models/chat/gather_messages.py @@ -9,7 +9,7 @@ from agents_api.autogen.Chat import ChatInput from ...autogen.openapi_model import DocReference, History -from ...clients import vertexai as embed +from ...clients import litellm from ...common.protocol.developers import Developer from ...common.protocol.sessions import ChatContext from ..docs.search_docs_hybrid import search_docs_hybrid @@ -61,12 +61,11 @@ async def gather_messages( return past_messages, [] # Search matching docs - query_embedding = await embed.embed( - inputs=[ + [query_embedding, *_] = await litellm.aembedding( + inputs="\n\n".join([ f"{msg.get('name') or msg['role']}: {msg['content']}" for msg in new_raw_messages - ], - join_inputs=True, + ]), ) query_text = new_raw_messages[-1]["content"] diff --git a/agents-api/agents_api/routers/docs/embed.py b/agents-api/agents_api/routers/docs/embed.py index 932fcbf6c..3e880fa74 100644 --- a/agents-api/agents_api/routers/docs/embed.py +++ b/agents-api/agents_api/routers/docs/embed.py @@ -3,12 +3,11 @@ from fastapi import Depends -import agents_api.clients.vertexai as embedder - from ...autogen.openapi_model import ( EmbedQueryRequest, EmbedQueryResponse, ) +from ...clients import litellm from ...dependencies.developer_id import get_developer_id from .router import router @@ -23,6 +22,6 @@ async def embed( [text_to_embed] if isinstance(text_to_embed, str) else text_to_embed ) - vectors = await embedder.embed(inputs=text_to_embed) + vectors = await litellm.aembedding(inputs=text_to_embed) return EmbedQueryResponse(vectors=vectors) diff --git a/agents-api/agents_api/routers/sessions/chat.py b/agents-api/agents_api/routers/sessions/chat.py index 27199c58d..1963db316 100644 --- a/agents-api/agents_api/routers/sessions/chat.py +++ b/agents-api/agents_api/routers/sessions/chat.py @@ -47,7 +47,6 @@ async def chat( # Merge the settings and prepare environment chat_context.merge_settings(chat_input) settings: dict = chat_context.settings.model_dump() - settings["model"] = f"openai/{settings['model']}" # litellm proxy idiosyncracy # Get the past messages and doc references past_messages, doc_references = await gather_messages( diff --git a/agents-api/poetry.lock b/agents-api/poetry.lock index 050f2516f..e3882e93d 100644 --- a/agents-api/poetry.lock +++ b/agents-api/poetry.lock @@ -149,13 +149,13 @@ files = [ [[package]] name = "anyio" -version = "4.4.0" +version = "4.5.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.8" files = [ - {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, - {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, + {file = "anyio-4.5.0-py3-none-any.whl", hash = "sha256:fdeb095b7cc5a5563175eedd926ec4ae55413bb4be5770c424af0ba46ccb4a78"}, + {file = "anyio-4.5.0.tar.gz", hash = "sha256:c5a275fe5ca0afd788001f58fca1e69e29ce706d746e317d660e21f70c530ef9"}, ] [package.dependencies] @@ -163,9 +163,9 @@ idna = ">=2.8" sniffio = ">=1.1" [package.extras] -doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = 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description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"}, - {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"}, + {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, + {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, ] [package.extras] @@ -4624,4 +4652,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = ">=3.11,<3.12" -content-hash = "67ea5d319a5e733137e06c3d576f7e606f31b3237760ff1360821d2ca9db570c" +content-hash = "0f44caacfcff3c513b0374bd9e4d787576700184247c2572a31f1033083b21b9" diff --git a/agents-api/pyproject.toml b/agents-api/pyproject.toml index dd2963440..3d7a7c925 100644 --- a/agents-api/pyproject.toml +++ b/agents-api/pyproject.toml @@ -23,7 +23,7 @@ arrow = "^1.3.0" jinja2 = "^3.1.4" jinja2schema = "^0.1.4" jsonschema = "^4.21.1" -litellm = "^1.43.18" +litellm = "^1.46.7" numpy = "^2.1.0" tiktoken = "^0.7.0" tenacity = "^9.0.0" diff --git a/embedding-service/docker-compose.yml b/embedding-service/docker-compose.yml index b6b96c6b3..2ee619f8f 100644 --- a/embedding-service/docker-compose.yml +++ b/embedding-service/docker-compose.yml @@ -7,8 +7,6 @@ x--text-embeddings-inference: &text-embeddings-inference - MODEL_ID=${EMBEDDING_MODEL_ID:-Alibaba-NLP/gte-large-en-v1.5} image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.5 - ports: - - "8082:80" volumes: - ~/.cache/huggingface/hub:/data diff --git a/llm-proxy/docker-compose.yml b/llm-proxy/docker-compose.yml index bbcb184ee..ca75164c9 100644 --- a/llm-proxy/docker-compose.yml +++ b/llm-proxy/docker-compose.yml @@ -3,11 +3,10 @@ name: julep-llm-proxy services: litellm: image: ghcr.io/berriai/litellm-database:main-v1.46.6 + restart: unless-stopped volumes: - ./litellm-config.yaml:/app/config.yaml - - .keys:/app/.keys - ports: - - "4000:4000" + - .keys:/app/.keys:ro environment: - LITELLM_MASTER_KEY=${LITELLM_MASTER_KEY} - LITELLM_POSTGRES_DB=${LITELLM_POSTGRES_DB:-litellm} @@ -26,6 +25,7 @@ services: - GITHUB_API_KEY=${GITHUB_API_KEY} - VOYAGE_API_KEY=${VOYAGE_API_KEY} - GOOGLE_APPLICATION_CREDENTIALS=${GOOGLE_APPLICATION_CREDENTIALS} + - EMBEDDING_SERVICE_BASE=${EMBEDDING_SERVICE_BASE:-http://text-embeddings-inference-gpu} command: [ "--config", @@ -41,9 +41,15 @@ services: - litellm-db - litellm-redis + develop: + watch: + - action: sync+restart + path: ./litellm-config.yaml + target: /app/config.yaml + litellm-db: image: postgres:16 - restart: always + restart: unless-stopped volumes: - litellm-db-data:/var/lib/postgresql/data ports: @@ -61,13 +67,11 @@ services: litellm-redis: image: redis/redis-stack-server - restart: always + restart: unless-stopped environment: REDIS_ARGS: --requirepass ${LITELLM_REDIS_PASSWORD} volumes: - litellm-redis-data:/data - ports: - - "16379:6379" volumes: litellm-db-data: diff --git a/llm-proxy/litellm-config.yaml b/llm-proxy/litellm-config.yaml index 0e2cf0254..226a814ab 100644 --- a/llm-proxy/litellm-config.yaml +++ b/llm-proxy/litellm-config.yaml @@ -85,25 +85,25 @@ model_list: api_key: os.environ/VOYAGE_API_KEY tags: ["paid"] -- model_name: voyage-large-2 +- model_name: voyage-3 litellm_params: model: "voyage/voyage-large-2" api_key: os.environ/VOYAGE_API_KEY tags: ["paid"] -- model_name: gte-large-en-v1.5 +- model_name: Alibaba-NLP/gte-large-en-v1.5 litellm_params: model: openai/Alibaba-NLP/gte-large-en-v1.5 api_base: os.environ/EMBEDDING_SERVICE_BASE tags: ["free"] -- model_name: bge-m3 +- model_name: BAAI/bge-m3 litellm_params: model: openai/BAAI/bge-m3 api_base: os.environ/EMBEDDING_SERVICE_BASE tags: ["free"] -- model_name: text-embedding-004 +- model_name: vertex_ai/text-embedding-004 litellm_params: model: vertex_ai/text-embedding-004 vertex_project: os.environ/GOOGLE_PROJECT_ID diff --git a/memory-store/docker-compose.yml b/memory-store/docker-compose.yml index 303677e94..3ed06f1de 100644 --- a/memory-store/docker-compose.yml +++ b/memory-store/docker-compose.yml @@ -24,6 +24,7 @@ services: memory-store-backup-cron: image: mcuadros/ofelia:latest + restart: unless-stopped depends_on: - memory-store command: daemon --docker -f label=com.docker.compose.project=${COMPOSE_PROJECT_NAME} diff --git a/monitoring/docker-compose.yml b/monitoring/docker-compose.yml index d13bd3bb6..51cb60f67 100644 --- a/monitoring/docker-compose.yml +++ b/monitoring/docker-compose.yml @@ -4,6 +4,7 @@ services: portainer: image: portainer/portainer-ce:latest container_name: portainer + restart: unless-stopped ports: - "9000:8000" - "9443:9443" @@ -16,8 +17,6 @@ services: container_name: prometheus command: - "--config.file=/etc/prometheus/prometheus.yml" - ports: - - 9090:9090 restart: unless-stopped volumes: - ./prometheus:/etc/prometheus diff --git a/scheduler/docker-compose.yml b/scheduler/docker-compose.yml index 6e452eb8d..21cd5fab9 100644 --- a/scheduler/docker-compose.yml +++ b/scheduler/docker-compose.yml @@ -14,8 +14,6 @@ services: - POSTGRES_SEEDS=temporal-db - DYNAMIC_CONFIG_FILE_PATH=config/dynamicconfig/development-sql.yaml image: temporalio/auto-setup:1.24 - ports: - - 7233:7233 volumes: - ./dynamicconfig:/etc/temporal/config/dynamicconfig @@ -35,8 +33,6 @@ services: - POSTGRES_DB=${TEMPORAL_POSTGRES_DB:-temporal} - POSTGRES_USER=${TEMPORAL_POSTGRES_USER:-temporal} - POSTGRES_PASSWORD=${TEMPORAL_POSTGRES_PASSWORD} - ports: - - 25432:5432 volumes: - temporal-db-data:/var/lib/postgresql/data healthcheck: From d0f57a6db2e7c3943e0609f3155af2cebdb37592 Mon Sep 17 00:00:00 2001 From: Diwank Singh Tomer Date: Fri, 20 Sep 2024 00:58:13 -0400 Subject: [PATCH 4/5] fix: Fix embedding service issues Signed-off-by: Diwank Singh Tomer --- .env.example | 1 - agents-api/agents_api/clients/old_embed.py | 28 ---------------------- agents-api/docker-compose.yml | 1 - embedding-service/docker-compose.yml | 10 ++++---- llm-proxy/docker-compose.yml | 1 - llm-proxy/litellm-config.yaml | 8 +++---- 6 files changed, 9 insertions(+), 40 deletions(-) delete mode 100644 agents-api/agents_api/clients/old_embed.py diff --git a/.env.example b/.env.example index e3cda1a97..ed8089ed7 100644 --- a/.env.example +++ b/.env.example @@ -8,7 +8,6 @@ LITELLM_POSTGRES_PASSWORD= LITELLM_MASTER_KEY= LITELLM_SALT_KEY= LITELLM_REDIS_PASSWORD= -EMBEDDING_SERVICE_BASE=http://text-embeddings-inference- # Use the 'gpu' profile to run on GPU # Memory Store # ----------- diff --git a/agents-api/agents_api/clients/old_embed.py b/agents-api/agents_api/clients/old_embed.py deleted file mode 100644 index b9412f485..000000000 --- a/agents-api/agents_api/clients/old_embed.py +++ /dev/null @@ -1,28 +0,0 @@ -import httpx - -from ..env import embedding_model_id, embedding_service_base, truncate_embed_text - - -async def embed( - inputs: list[str], - join_inputs=False, - embedding_service_url: str = embedding_service_base + "/embed", - embedding_model_name: str = embedding_model_id, -) -> list[list[float]]: - async with httpx.AsyncClient(timeout=30) as client: - resp = await client.post( - embedding_service_url, - headers={ - "Content-Type": "application/json", - }, - json={ - "inputs": "\n\n".join(inputs) if join_inputs else inputs, - # - # FIXME: We should control the truncation ourselves and truncate before sending - "truncate": truncate_embed_text, - "model_id": embedding_model_name, - }, - ) - resp.raise_for_status() - - return resp.json() diff --git a/agents-api/docker-compose.yml b/agents-api/docker-compose.yml index 2d6701b2f..0ffde732a 100644 --- a/agents-api/docker-compose.yml +++ b/agents-api/docker-compose.yml @@ -12,7 +12,6 @@ x--shared-environment: &shared-environment COZO_HOST: ${COZO_HOST:-http://memory-store:9070} DEBUG: ${AGENTS_API_DEBUG:-False} EMBEDDING_MODEL_ID: ${EMBEDDING_MODEL_ID:-Alibaba-NLP/gte-large-en-v1.5} - EMBEDDING_SERVICE_BASE: ${EMBEDDING_SERVICE_BASE:-http://text-embeddings-inference} LITELLM_MASTER_KEY: ${LITELLM_MASTER_KEY} LITELLM_URL: ${LITELLM_URL:-http://litellm:4000} SUMMARIZATION_MODEL_NAME: ${SUMMARIZATION_MODEL_NAME:-gpt-4-turbo} diff --git a/embedding-service/docker-compose.yml b/embedding-service/docker-compose.yml index 2ee619f8f..73df579be 100644 --- a/embedding-service/docker-compose.yml +++ b/embedding-service/docker-compose.yml @@ -2,7 +2,8 @@ name: julep-embedding-service # Base for embedding service x--text-embeddings-inference: &text-embeddings-inference - container_name: text-embeddings-inference-cpu + hostname: text-embeddings-inference + container_name: text-embeddings-inference environment: - MODEL_ID=${EMBEDDING_MODEL_ID:-Alibaba-NLP/gte-large-en-v1.5} @@ -20,7 +21,6 @@ x--shared-environment: &shared-environment COZO_HOST: ${COZO_HOST:-http://memory-store:9070} DEBUG: ${AGENTS_API_DEBUG:-False} EMBEDDING_MODEL_ID: ${EMBEDDING_MODEL_ID:-Alibaba-NLP/gte-large-en-v1.5} - EMBEDDING_SERVICE_BASE: ${EMBEDDING_SERVICE_BASE:-http://text-embeddings-inference} LITELLM_MASTER_KEY: ${LITELLM_MASTER_KEY} LITELLM_URL: ${LITELLM_URL:-http://litellm:4000} SUMMARIZATION_MODEL_NAME: ${SUMMARIZATION_MODEL_NAME:-gpt-4-turbo} @@ -37,16 +37,16 @@ x--shared-environment: &shared-environment services: text-embeddings-inference-cpu: <<: *text-embeddings-inference + container_name: text-embeddings-inference-cpu profiles: - - '' # Acts as a default profile. See: https://stackoverflow.com/questions/75758174/how-to-make-profile-default-for-docker-compose - - cpu + - embedding-cpu platform: linux/amd64 # Temp fix for Mac M-series chips text-embeddings-inference-gpu: <<: *text-embeddings-inference container_name: text-embeddings-inference-gpu profiles: - - gpu + - embedding-gpu image: ghcr.io/huggingface/text-embeddings-inference:1.5 environment: - DTYPE=float16 diff --git a/llm-proxy/docker-compose.yml b/llm-proxy/docker-compose.yml index ca75164c9..5f02a6a28 100644 --- a/llm-proxy/docker-compose.yml +++ b/llm-proxy/docker-compose.yml @@ -25,7 +25,6 @@ services: - GITHUB_API_KEY=${GITHUB_API_KEY} - VOYAGE_API_KEY=${VOYAGE_API_KEY} - GOOGLE_APPLICATION_CREDENTIALS=${GOOGLE_APPLICATION_CREDENTIALS} - - EMBEDDING_SERVICE_BASE=${EMBEDDING_SERVICE_BASE:-http://text-embeddings-inference-gpu} command: [ "--config", diff --git a/llm-proxy/litellm-config.yaml b/llm-proxy/litellm-config.yaml index 226a814ab..91d2a2c09 100644 --- a/llm-proxy/litellm-config.yaml +++ b/llm-proxy/litellm-config.yaml @@ -94,20 +94,20 @@ model_list: - model_name: Alibaba-NLP/gte-large-en-v1.5 litellm_params: model: openai/Alibaba-NLP/gte-large-en-v1.5 - api_base: os.environ/EMBEDDING_SERVICE_BASE + api_base: http://text-embeddings-inference tags: ["free"] - model_name: BAAI/bge-m3 litellm_params: model: openai/BAAI/bge-m3 - api_base: os.environ/EMBEDDING_SERVICE_BASE + api_base: http://text-embeddings-inference tags: ["free"] - model_name: vertex_ai/text-embedding-004 litellm_params: model: vertex_ai/text-embedding-004 - vertex_project: os.environ/GOOGLE_PROJECT_ID - vertex_location: os.environ/VERTEX_LOCATION + # vertex_project: os.environ/GOOGLE_PROJECT_ID + # vertex_location: os.environ/VERTEX_LOCATION # -*= Free models =*- From 6b3ab54deca1e7dbeca5ccf799374598e202cc70 Mon Sep 17 00:00:00 2001 From: Dmitry Paramonov Date: Fri, 20 Sep 2024 08:55:01 +0300 Subject: [PATCH 5/5] chore: Fix formatting and invalid import --- agents-api/agents_api/clients/litellm.py | 19 ++++++++++++++----- .../agents_api/models/chat/gather_messages.py | 10 ++++++---- agents-api/tests/test_chat_routes.py | 5 +++-- 3 files changed, 23 insertions(+), 11 deletions(-) diff --git a/agents-api/agents_api/clients/litellm.py b/agents-api/agents_api/clients/litellm.py index 865db58db..7cca97ae8 100644 --- a/agents-api/agents_api/clients/litellm.py +++ b/agents-api/agents_api/clients/litellm.py @@ -1,16 +1,25 @@ from functools import wraps from typing import List, Literal +import litellm from beartype import beartype from litellm import ( acompletion as _acompletion, +) +from litellm import ( aembedding as _aembedding, +) +from litellm import ( get_supported_openai_params, ) -import litellm from litellm.utils import CustomStreamWrapper, ModelResponse -from ..env import embedding_model_id, embedding_dimensions, litellm_master_key, litellm_url +from ..env import ( + embedding_dimensions, + embedding_model_id, + litellm_master_key, + litellm_url, +) __all__: List[str] = ["acompletion"] @@ -24,7 +33,7 @@ async def acompletion( *, model: str, messages: list[dict], custom_api_key: None | str = None, **kwargs ) -> ModelResponse | CustomStreamWrapper: if not custom_api_key: - model = f"openai/{model}" # FIXME: This is for litellm + model = f"openai/{model}" # FIXME: This is for litellm supported_params = get_supported_openai_params(model) settings = {k: v for k, v in kwargs.items() if k in supported_params} @@ -42,7 +51,7 @@ async def acompletion( @beartype async def aembedding( *, - inputs: str |list[str], + inputs: str | list[str], model: str = embedding_model_id, dimensions: int = embedding_dimensions, join_inputs: bool = False, @@ -50,7 +59,7 @@ async def aembedding( **settings, ) -> list[list[float]]: if not custom_api_key: - model = f"openai/{model}" # FIXME: This is for litellm + model = f"openai/{model}" # FIXME: This is for litellm if isinstance(inputs, str): input = [inputs] diff --git a/agents-api/agents_api/models/chat/gather_messages.py b/agents-api/agents_api/models/chat/gather_messages.py index 3712a9137..c1683653f 100644 --- a/agents-api/agents_api/models/chat/gather_messages.py +++ b/agents-api/agents_api/models/chat/gather_messages.py @@ -62,10 +62,12 @@ async def gather_messages( # Search matching docs [query_embedding, *_] = await litellm.aembedding( - inputs="\n\n".join([ - f"{msg.get('name') or msg['role']}: {msg['content']}" - for msg in new_raw_messages - ]), + inputs="\n\n".join( + [ + f"{msg.get('name') or msg['role']}: {msg['content']}" + for msg in new_raw_messages + ] + ), ) query_text = new_raw_messages[-1]["content"] diff --git a/agents-api/tests/test_chat_routes.py b/agents-api/tests/test_chat_routes.py index 2c71db801..dc8986966 100644 --- a/agents-api/tests/test_chat_routes.py +++ b/agents-api/tests/test_chat_routes.py @@ -4,7 +4,6 @@ from agents_api.autogen.openapi_model import ChatInput, CreateSessionRequest from agents_api.clients import litellm -from agents_api.clients import vertexai as embed from agents_api.common.protocol.sessions import ChatContext from agents_api.models.chat.gather_messages import gather_messages from agents_api.models.chat.prepare_chat_context import prepare_chat_context @@ -27,7 +26,9 @@ async def _( _=patch_embed_acompletion, ): assert (await litellm.acompletion(model="gpt-4o-mini", messages=[])).id == "fake_id" - assert (await embed.embed())[0][0] == 1.0 # pytype: disable=missing-parameter + assert (await litellm.aembedding())[0][ + 0 + ] == 1.0 # pytype: disable=missing-parameter @test("chat: check that non-recall gather_messages works")