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(feat:attach) handle unsupported attachments
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@@ -15,7 +15,7 @@ class LLMHandler(ABC):
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@abstractmethod
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def handle_response(self, agent, resp, tools_dict, messages, attachments=None, **kwargs):
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pass
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def prepare_messages_with_attachments(self, agent, messages, attachments=None):
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"""
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Prepare messages with attachment content if available.
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@@ -33,15 +33,53 @@ class LLMHandler(ABC):
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logger.info(f"Preparing messages with {len(attachments)} attachments")
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# Check if the LLM has its own custom attachment handling implementation
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if hasattr(agent.llm, "prepare_messages_with_attachments") and agent.llm.__class__.__name__ != "BaseLLM":
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logger.info(f"Using {agent.llm.__class__.__name__}'s own prepare_messages_with_attachments method")
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return agent.llm.prepare_messages_with_attachments(messages, attachments)
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supported_types = agent.llm.get_supported_attachment_types()
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# Otherwise, append attachment content to the system prompt
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supported_attachments = []
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unsupported_attachments = []
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for attachment in attachments:
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mime_type = attachment.get('mime_type')
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if not mime_type:
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import mimetypes
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file_path = attachment.get('path')
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if file_path:
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mime_type = mimetypes.guess_type(file_path)[0] or 'application/octet-stream'
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else:
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unsupported_attachments.append(attachment)
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continue
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if mime_type in supported_types:
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supported_attachments.append(attachment)
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else:
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unsupported_attachments.append(attachment)
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# Process supported attachments with the LLM's custom method
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prepared_messages = messages
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if supported_attachments:
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logger.info(f"Processing {len(supported_attachments)} supported attachments with {agent.llm.__class__.__name__}'s method")
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prepared_messages = agent.llm.prepare_messages_with_attachments(messages, supported_attachments)
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# Process unsupported attachments with the default method
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if unsupported_attachments:
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logger.info(f"Processing {len(unsupported_attachments)} unsupported attachments with default method")
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prepared_messages = self._append_attachment_content_to_system(prepared_messages, unsupported_attachments)
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return prepared_messages
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def _append_attachment_content_to_system(self, messages, attachments):
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"""
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Default method to append attachment content to the system prompt.
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Args:
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messages (list): List of message dictionaries.
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attachments (list): List of attachment dictionaries with content.
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Returns:
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list: Messages with attachment context added to the system prompt.
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"""
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prepared_messages = messages.copy()
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# Build attachment content string
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attachment_texts = []
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for attachment in attachments:
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logger.info(f"Adding attachment {attachment.get('id')} to context")
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@@ -55,3 +55,12 @@ class BaseLLM(ABC):
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def _supports_tools(self):
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raise NotImplementedError("Subclass must implement _supports_tools method")
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def get_supported_attachment_types(self):
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"""
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Return a list of MIME types supported by this LLM for file uploads.
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Returns:
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list: List of supported MIME types
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"""
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return [] # Default: no attachments supported
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