Merge branch 'master' into master

This commit is contained in:
Toran Bruce Richards
2023-04-10 13:29:53 +01:00
committed by GitHub
31 changed files with 928 additions and 101 deletions

View File

@@ -1,11 +1,13 @@
import json
from typing import Any, Dict, Union
from call_ai_function import call_ai_function
from config import Config
from json_utils import correct_json
cfg = Config()
def fix_and_parse_json(json_str: str, try_to_fix_with_gpt: bool = True):
json_schema = """
{
JSON_SCHEMA = """
{
"command": {
"name": "command name",
"args":{
@@ -20,44 +22,72 @@ def fix_and_parse_json(json_str: str, try_to_fix_with_gpt: bool = True):
"criticism": "constructive self-criticism",
"speak": "thoughts summary to say to user"
}
}
"""
}
"""
def fix_and_parse_json(
json_str: str,
try_to_fix_with_gpt: bool = True
) -> Union[str, Dict[Any, Any]]:
"""Fix and parse JSON string"""
try:
json_str = json_str.replace('\t', '')
return json.loads(json_str)
except Exception as e:
# Let's do something manually - sometimes GPT responds with something BEFORE the braces:
# "I'm sorry, I don't understand. Please try again."{"text": "I'm sorry, I don't understand. Please try again.", "confidence": 0.0}
# So let's try to find the first brace and then parse the rest of the string
except json.JSONDecodeError as _: # noqa: F841
json_str = correct_json(json_str)
try:
brace_index = json_str.index("{")
json_str = json_str[brace_index:]
last_brace_index = json_str.rindex("}")
json_str = json_str[:last_brace_index+1]
return json.loads(json_str)
except Exception as e:
if try_to_fix_with_gpt:
print(f"Warning: Failed to parse AI output, attempting to fix.\n If you see this warning frequently, it's likely that your prompt is confusing the AI. Try changing it up slightly.")
return json.loads(json_str)
except json.JSONDecodeError as _: # noqa: F841
pass
# Let's do something manually:
# sometimes GPT responds with something BEFORE the braces:
# "I'm sorry, I don't understand. Please try again."
# {"text": "I'm sorry, I don't understand. Please try again.",
# "confidence": 0.0}
# So let's try to find the first brace and then parse the rest
# of the string
try:
brace_index = json_str.index("{")
json_str = json_str[brace_index:]
last_brace_index = json_str.rindex("}")
json_str = json_str[:last_brace_index+1]
return json.loads(json_str)
except json.JSONDecodeError as e: # noqa: F841
if try_to_fix_with_gpt:
print("Warning: Failed to parse AI output, attempting to fix."
"\n If you see this warning frequently, it's likely that"
" your prompt is confusing the AI. Try changing it up"
" slightly.")
# Now try to fix this up using the ai_functions
ai_fixed_json = fix_json(json_str, json_schema)
ai_fixed_json = fix_json(json_str, JSON_SCHEMA)
if ai_fixed_json != "failed":
return json.loads(ai_fixed_json)
return json.loads(ai_fixed_json)
else:
print(f"Failed to fix ai output, telling the AI.") # This allows the AI to react to the error message, which usually results in it correcting its ways.
return json_str
else:
# This allows the AI to react to the error message,
# which usually results in it correcting its ways.
print("Failed to fix ai output, telling the AI.")
return json_str
else:
raise e
def fix_json(json_str: str, schema: str) -> str:
"""Fix the given JSON string to make it parseable and fully complient with the provided schema."""
# Try to fix the JSON using gpt:
function_string = "def fix_json(json_str: str, schema:str=None) -> str:"
args = [f"'''{json_str}'''", f"'''{schema}'''"]
description_string = """Fixes the provided JSON string to make it parseable and fully complient with the provided schema.\n If an object or field specifed in the schema isn't contained within the correct JSON, it is ommited.\n This function is brilliant at guessing when the format is incorrect."""
description_string = "Fixes the provided JSON string to make it parseable"\
" and fully complient with the provided schema.\n If an object or"\
" field specified in the schema isn't contained within the correct"\
" JSON, it is ommited.\n This function is brilliant at guessing"\
" when the format is incorrect."
# If it doesn't already start with a "`", add one:
if not json_str.startswith("`"):
json_str = "```json\n" + json_str + "\n```"
json_str = "```json\n" + json_str + "\n```"
result_string = call_ai_function(
function_string, args, description_string, model=cfg.fast_llm_model
)
@@ -67,12 +97,13 @@ def fix_json(json_str: str, schema: str) -> str:
print("-----------")
print(f"Fixed JSON: {result_string}")
print("----------- END OF FIX ATTEMPT ----------------")
try:
json.loads(result_string) # just check the validity
json.loads(result_string) # just check the validity
return result_string
except:
except: # noqa: E722
# Get the call stack:
# import traceback
# call_stack = traceback.format_exc()
# print(f"Failed to fix JSON: '{json_str}' "+call_stack)
return "failed"
return "failed"