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from bot_backend import *
import base64
import time
def chat_completion(bot_backend: BotBackend):
model_choice = bot_backend.gpt_model_choice
config = bot_backend.config
kwargs_for_chat_completion = bot_backend.kwargs_for_chat_completion
assert config['model'][model_choice]['available'], f"{model_choice} is not available for your API key"
response = openai.ChatCompletion.create(**kwargs_for_chat_completion)
return response
def add_function_response_to_bot_history(content_to_display, history, unique_id):
images, text = [], []
# terminal output
error_occurred = False
for mark, out_str in content_to_display:
if mark in ('stdout', 'execute_result_text', 'display_text'):
text.append(out_str)
elif mark in ('execute_result_png', 'execute_result_jpeg', 'display_png', 'display_jpeg'):
if 'png' in mark:
images.append(('png', out_str))
else:
images.append(('jpg', out_str))
elif mark == 'error':
text.append(delete_color_control_char(out_str))
error_occurred = True
text = '\n'.join(text).strip('\n')
if error_occurred:
history.append([None, f'❌Terminal output:\n```shell\n\n{text}\n```'])
else:
history.append([None, f'✔️Terminal output:\n```shell\n{text}\n```'])
# image output
for filetype, img in images:
image_bytes = base64.b64decode(img)
temp_path = f'cache/temp_{unique_id}'
if not os.path.exists(temp_path):
os.mkdir(temp_path)
path = f'{temp_path}/{hash(time.time())}.{filetype}'
with open(path, 'wb') as f:
f.write(image_bytes)
history.append(
[
None,
f'<img src=\"file={path}\" style=\'width: 600px; max-width:none; max-height:none\'>'
]
)
def parse_json(function_args: str, finished: bool):
"""
GPT may generate non-standard JSON format string, which contains '\n' in string value, leading to error when using
`json.loads()`.
Here we implement a parser to extract code directly from non-standard JSON string.
:return: code string if successfully parsed otherwise None
"""
parser_log = {
'met_begin_{': False,
'begin_"code"': False,
'end_"code"': False,
'met_:': False,
'met_end_}': False,
'met_end_code_"': False,
"code_begin_index": 0,
"code_end_index": 0
}
try:
for index, char in enumerate(function_args):
if char == '{':
parser_log['met_begin_{'] = True
elif parser_log['met_begin_{'] and char == '"':
if parser_log['met_:']:
if finished:
parser_log['code_begin_index'] = index + 1
break
else:
if index + 1 == len(function_args):
return ''
else:
temp_code_str = function_args[index + 1:]
if '\n' in temp_code_str:
return temp_code_str.strip('\n')
else:
return json.loads(function_args + '"}')['code']
elif parser_log['begin_"code"']:
parser_log['end_"code"'] = True
else:
parser_log['begin_"code"'] = True
elif parser_log['end_"code"'] and char == ':':
parser_log['met_:'] = True
else:
continue
if finished:
for index, char in enumerate(function_args[::-1]):
back_index = -1 - index
if char == '}':
parser_log['met_end_}'] = True
elif parser_log['met_end_}'] and char == '"':
parser_log['code_end_index'] = back_index - 1
break
else:
continue
code_str = function_args[parser_log['code_begin_index']: parser_log['code_end_index'] + 1]
if '\n' in code_str:
return code_str.strip('\n')
else:
return json.loads(function_args)['code']
except Exception as e:
return None
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