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fix: resolve issue with cot_agent_runner not analyzing user-uploaded images correctly (#5360)
Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com>
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@ -61,8 +61,6 @@ class CotAgentRunner(BaseAgentRunner, ABC):
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# convert tools into ModelRuntime Tool format
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tool_instances, self._prompt_messages_tools = self._init_prompt_tools()
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prompt_messages = self._organize_prompt_messages()
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function_call_state = True
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llm_usage = {
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'usage': None
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@ -5,6 +5,7 @@ from core.model_runtime.entities.message_entities import (
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AssistantPromptMessage,
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PromptMessage,
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SystemPromptMessage,
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TextPromptMessageContent,
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UserPromptMessage,
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)
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from core.model_runtime.utils.encoders import jsonable_encoder
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@ -25,6 +26,21 @@ class CotChatAgentRunner(CotAgentRunner):
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return SystemPromptMessage(content=system_prompt)
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def _organize_user_query(self, query, prompt_messages: list[PromptMessage] = None) -> list[PromptMessage]:
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"""
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Organize user query
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"""
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if self.files:
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prompt_message_contents = [TextPromptMessageContent(data=query)]
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for file_obj in self.files:
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prompt_message_contents.append(file_obj.prompt_message_content)
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prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
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else:
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prompt_messages.append(UserPromptMessage(content=query))
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return prompt_messages
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def _organize_prompt_messages(self) -> list[PromptMessage]:
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"""
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Organize
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@ -51,27 +67,27 @@ class CotChatAgentRunner(CotAgentRunner):
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assistant_messages = [assistant_message]
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# query messages
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query_messages = UserPromptMessage(content=self._query)
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query_messages = self._organize_user_query(self._query, [])
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if assistant_messages:
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# organize historic prompt messages
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historic_messages = self._organize_historic_prompt_messages([
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system_message,
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query_messages,
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*query_messages,
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*assistant_messages,
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UserPromptMessage(content='continue')
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])
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])
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messages = [
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system_message,
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*historic_messages,
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query_messages,
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*query_messages,
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*assistant_messages,
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UserPromptMessage(content='continue')
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]
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else:
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# organize historic prompt messages
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historic_messages = self._organize_historic_prompt_messages([system_message, query_messages])
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messages = [system_message, *historic_messages, query_messages]
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historic_messages = self._organize_historic_prompt_messages([system_message, *query_messages])
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messages = [system_message, *historic_messages, *query_messages]
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# join all messages
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return messages
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return messages
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