|
| 1 | +"""Functionary API agent classes.""" |
| 2 | + |
| 3 | +import re |
| 4 | +from typing import Dict, Union |
| 5 | +import autogen |
| 6 | + |
| 7 | + |
| 8 | +class FunctionaryAssistantAgent(autogen.AssistantAgent): |
| 9 | + """`AssistantAgent` class adptation for Functionary API.""" |
| 10 | + |
| 11 | + def _process_received_message( |
| 12 | + self, |
| 13 | + message: str | Union[Dict, str], |
| 14 | + sender: autogen.Agent, |
| 15 | + silent: bool | None, |
| 16 | + ): |
| 17 | + normalized_message = normalize_message(message) |
| 18 | + super()._process_received_message(normalized_message, sender, silent) |
| 19 | + |
| 20 | + |
| 21 | +class FunctionaryUserProxyAgent(autogen.UserProxyAgent): |
| 22 | + """`UserProxyAgent` class adptation for Functionary API.""" |
| 23 | + |
| 24 | + def _process_received_message( |
| 25 | + self, |
| 26 | + message: str | Union[Dict, str], |
| 27 | + sender: autogen.Agent, |
| 28 | + silent: bool | None, |
| 29 | + ): |
| 30 | + normalized_message = normalize_message(message) |
| 31 | + super()._process_received_message(normalized_message, sender, silent) |
| 32 | + |
| 33 | + |
| 34 | +def normalize_message(message_as_str: str | Union[Dict, str]) -> Union[Dict, str]: |
| 35 | + """Clean Functionary API message to fit Autogen expectations.""" |
| 36 | + |
| 37 | + print(message_as_str) |
| 38 | + |
| 39 | + # pylint: disable=protected-access |
| 40 | + message = autogen.ConversableAgent._message_to_dict(message_as_str) |
| 41 | + |
| 42 | + if not isinstance(message, dict): |
| 43 | + raise TypeError( |
| 44 | + f"Expected `message` to be a dictionary, got {type(message).__name__}." |
| 45 | + ) |
| 46 | + |
| 47 | + content = message.get("content", "") |
| 48 | + if not isinstance(content, str): |
| 49 | + raise TypeError( |
| 50 | + f"Expected 'content' key to be a string, got {type(content).__name__}." |
| 51 | + ) |
| 52 | + |
| 53 | + function_call_match = re.match( |
| 54 | + r"\s*to=functions\.([a-z_]+)[^\{]+(.*\})[^}]*", content, re.DOTALL |
| 55 | + ) |
| 56 | + if function_call_match: |
| 57 | + function_name = function_call_match.group(1) |
| 58 | + function_arguments_as_json = function_call_match.group(2) |
| 59 | + |
| 60 | + transformed_message = { |
| 61 | + "content": None, |
| 62 | + "function_call": { |
| 63 | + "name": function_name, |
| 64 | + "arguments": function_arguments_as_json, |
| 65 | + }, |
| 66 | + "role": "assistant", |
| 67 | + } |
| 68 | + else: |
| 69 | + # Clean extra characters |
| 70 | + content = re.sub(r"^:\n", "", content) |
| 71 | + content = re.sub(r"\n user:\n$", "", content) |
| 72 | + content = content.strip() |
| 73 | + |
| 74 | + if content == "": |
| 75 | + transformed_message = {"content": "TERMINATE"} |
| 76 | + else: |
| 77 | + transformed_message = {"content": content} |
| 78 | + |
| 79 | + print(transformed_message) |
| 80 | + |
| 81 | + return transformed_message |
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