Feat/assistant app (#2086)
Co-authored-by: chenhe <guchenhe@gmail.com> Co-authored-by: Pascal M <11357019+perzeuss@users.noreply.github.com>
This commit is contained in:
@@ -2,7 +2,8 @@ import time
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from typing import Generator, List, Optional, Tuple, Union, cast
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from core.application_queue_manager import ApplicationQueueManager, PublishFrom
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from core.entities.application_entities import AppOrchestrationConfigEntity, ModelConfigEntity, PromptTemplateEntity
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from core.entities.application_entities import AppOrchestrationConfigEntity, ModelConfigEntity, \
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PromptTemplateEntity, ExternalDataVariableEntity, ApplicationGenerateEntity, InvokeFrom
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from core.file.file_obj import FileObj
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from core.memory.token_buffer_memory import TokenBufferMemory
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from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage
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@@ -10,9 +11,12 @@ from core.model_runtime.entities.message_entities import AssistantPromptMessage,
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from core.model_runtime.entities.model_entities import ModelPropertyKey
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from core.model_runtime.errors.invoke import InvokeBadRequestError
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from core.model_runtime.model_providers.__base.large_language_model import LargeLanguageModel
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from core.features.hosting_moderation import HostingModerationFeature
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from core.features.moderation import ModerationFeature
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from core.features.external_data_fetch import ExternalDataFetchFeature
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from core.features.annotation_reply import AnnotationReplyFeature
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from core.prompt.prompt_transform import PromptTransform
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from models.model import App
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from models.model import App, MessageAnnotation, Message
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class AppRunner:
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def get_pre_calculate_rest_tokens(self, app_record: App,
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@@ -199,7 +203,8 @@ class AppRunner:
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def _handle_invoke_result(self, invoke_result: Union[LLMResult, Generator],
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queue_manager: ApplicationQueueManager,
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stream: bool) -> None:
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stream: bool,
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agent: bool = False) -> None:
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"""
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Handle invoke result
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:param invoke_result: invoke result
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@@ -210,16 +215,19 @@ class AppRunner:
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if not stream:
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self._handle_invoke_result_direct(
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invoke_result=invoke_result,
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queue_manager=queue_manager
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queue_manager=queue_manager,
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agent=agent
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)
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else:
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self._handle_invoke_result_stream(
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invoke_result=invoke_result,
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queue_manager=queue_manager
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queue_manager=queue_manager,
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agent=agent
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)
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def _handle_invoke_result_direct(self, invoke_result: LLMResult,
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queue_manager: ApplicationQueueManager) -> None:
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queue_manager: ApplicationQueueManager,
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agent: bool) -> None:
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"""
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Handle invoke result direct
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:param invoke_result: invoke result
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@@ -232,7 +240,8 @@ class AppRunner:
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)
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def _handle_invoke_result_stream(self, invoke_result: Generator,
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queue_manager: ApplicationQueueManager) -> None:
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queue_manager: ApplicationQueueManager,
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agent: bool) -> None:
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"""
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Handle invoke result
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:param invoke_result: invoke result
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@@ -244,7 +253,10 @@ class AppRunner:
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text = ''
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usage = None
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for result in invoke_result:
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queue_manager.publish_chunk_message(result, PublishFrom.APPLICATION_MANAGER)
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if not agent:
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queue_manager.publish_chunk_message(result, PublishFrom.APPLICATION_MANAGER)
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else:
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queue_manager.publish_agent_chunk_message(result, PublishFrom.APPLICATION_MANAGER)
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text += result.delta.message.content
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@@ -271,3 +283,101 @@ class AppRunner:
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llm_result=llm_result,
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pub_from=PublishFrom.APPLICATION_MANAGER
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)
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def moderation_for_inputs(self, app_id: str,
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tenant_id: str,
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app_orchestration_config_entity: AppOrchestrationConfigEntity,
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inputs: dict,
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query: str) -> Tuple[bool, dict, str]:
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"""
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Process sensitive_word_avoidance.
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:param app_id: app id
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:param tenant_id: tenant id
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:param app_orchestration_config_entity: app orchestration config entity
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:param inputs: inputs
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:param query: query
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:return:
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"""
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moderation_feature = ModerationFeature()
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return moderation_feature.check(
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app_id=app_id,
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tenant_id=tenant_id,
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app_orchestration_config_entity=app_orchestration_config_entity,
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inputs=inputs,
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query=query,
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)
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def check_hosting_moderation(self, application_generate_entity: ApplicationGenerateEntity,
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queue_manager: ApplicationQueueManager,
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prompt_messages: list[PromptMessage]) -> bool:
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"""
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Check hosting moderation
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:param application_generate_entity: application generate entity
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:param queue_manager: queue manager
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:param prompt_messages: prompt messages
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:return:
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"""
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hosting_moderation_feature = HostingModerationFeature()
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moderation_result = hosting_moderation_feature.check(
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application_generate_entity=application_generate_entity,
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prompt_messages=prompt_messages
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)
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if moderation_result:
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self.direct_output(
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queue_manager=queue_manager,
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app_orchestration_config=application_generate_entity.app_orchestration_config_entity,
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prompt_messages=prompt_messages,
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text="I apologize for any confusion, " \
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"but I'm an AI assistant to be helpful, harmless, and honest.",
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stream=application_generate_entity.stream
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)
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return moderation_result
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def fill_in_inputs_from_external_data_tools(self, tenant_id: str,
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app_id: str,
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external_data_tools: list[ExternalDataVariableEntity],
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inputs: dict,
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query: str) -> dict:
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"""
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Fill in variable inputs from external data tools if exists.
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:param tenant_id: workspace id
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:param app_id: app id
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:param external_data_tools: external data tools configs
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:param inputs: the inputs
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:param query: the query
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:return: the filled inputs
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"""
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external_data_fetch_feature = ExternalDataFetchFeature()
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return external_data_fetch_feature.fetch(
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tenant_id=tenant_id,
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app_id=app_id,
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external_data_tools=external_data_tools,
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inputs=inputs,
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query=query
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)
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def query_app_annotations_to_reply(self, app_record: App,
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message: Message,
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query: str,
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user_id: str,
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invoke_from: InvokeFrom) -> Optional[MessageAnnotation]:
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"""
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Query app annotations to reply
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:param app_record: app record
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:param message: message
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:param query: query
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:param user_id: user id
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:param invoke_from: invoke from
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:return:
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"""
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annotation_reply_feature = AnnotationReplyFeature()
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return annotation_reply_feature.query(
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app_record=app_record,
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message=message,
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query=query,
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user_id=user_id,
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invoke_from=invoke_from
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)
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