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38 lines
1.3 KiB
Python
38 lines
1.3 KiB
Python
import json
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class ToolActionParser:
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def __init__(self, llm_type):
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self.llm_type = llm_type
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self.parsers = {
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"OpenAILLM": self._parse_openai_llm,
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"GoogleLLM": self._parse_google_llm,
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}
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def parse_args(self, call):
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parser = self.parsers.get(self.llm_type, self._parse_openai_llm)
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return parser(call)
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def _parse_openai_llm(self, call):
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if isinstance(call, dict):
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try:
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call_args = json.loads(call["function"]["arguments"])
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tool_id = call["function"]["name"].split("_")[-1]
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action_name = call["function"]["name"].rsplit("_", 1)[0]
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except (KeyError, TypeError) as e:
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return None, None, None
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else:
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try:
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call_args = json.loads(call.function.arguments)
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tool_id = call.function.name.split("_")[-1]
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action_name = call.function.name.rsplit("_", 1)[0]
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except (AttributeError, TypeError) as e:
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return None, None, None
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return tool_id, action_name, call_args
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def _parse_google_llm(self, call):
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call_args = call.args
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tool_id = call.name.split("_")[-1]
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action_name = call.name.rsplit("_", 1)[0]
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return tool_id, action_name, call_args
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