Files
DB-GPT/pilot/scene/chat_execution/out_parser.py

46 lines
1.4 KiB
Python

import json
import logging
from typing import Dict, NamedTuple
from pilot.out_parser.base import BaseOutputParser, T
logger = logging.getLogger(__name__)
class PluginAction(NamedTuple):
command: Dict
speak: str = ""
thoughts: str = ""
class PluginChatOutputParser(BaseOutputParser):
def parse_prompt_response(self, model_out_text) -> T:
clean_json_str = super().parse_prompt_response(model_out_text)
print(clean_json_str)
if not clean_json_str:
raise ValueError("model server response not have json!")
try:
response = json.loads(clean_json_str)
except Exception as e:
raise ValueError("model server out not fllow the prompt!")
speak = ""
thoughts = ""
for key in sorted(response):
if key.strip() == "command":
command = response[key]
if key.strip() == "thoughts":
thoughts = response[key]
if key.strip() == "speak":
speak = response[key]
return PluginAction(command, speak, thoughts)
def parse_view_response(self, speak, data) -> str:
### tool out data to table view
print(f"parse_view_response:{speak},{str(data)}")
view_text = f"##### {speak}" + "\n" + str(data)
return view_text
def get_format_instructions(self) -> str:
pass