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https://github.com/open-webui/open-webui
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factor out get_function_calling_payload
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@ -322,6 +322,26 @@ async def call_tool_from_completion(
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return None
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def get_function_calling_payload(messages, task_model_id, content):
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user_message = get_last_user_message(messages)
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history = "\n".join(
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f"{message['role'].upper()}: \"\"\"{message['content']}\"\"\""
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for message in messages[::-1][:4]
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)
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prompt = f"History:\n{history}\nQuery: {user_message}"
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return {
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"model": task_model_id,
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"messages": [
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{"role": "system", "content": content},
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{"role": "user", "content": f"Query: {prompt}"},
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],
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"stream": False,
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"metadata": {"task": str(TASKS.FUNCTION_CALLING)},
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}
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async def get_function_call_response(
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messages, files, tool_id, template, task_model_id, user, extra_params
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) -> tuple[Optional[str], Optional[dict], bool]:
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@ -331,30 +351,7 @@ async def get_function_call_response(
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tools_specs = json.dumps(tool.specs, indent=2)
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content = tools_function_calling_generation_template(template, tools_specs)
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user_message = get_last_user_message(messages)
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prompt = (
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"History:\n"
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+ "\n".join(
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[
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f"{message['role'].upper()}: \"\"\"{message['content']}\"\"\""
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for message in messages[::-1][:4]
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]
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)
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+ f"\nQuery: {user_message}"
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)
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print(prompt)
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payload = {
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"model": task_model_id,
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"messages": [
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{"role": "system", "content": content},
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{"role": "user", "content": f"Query: {prompt}"},
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],
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"stream": False,
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"metadata": {"task": str(TASKS.FUNCTION_CALLING)},
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}
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payload = get_function_calling_payload(messages, task_model_id, content)
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try:
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payload = filter_pipeline(payload, user)
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