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"2023-08-14 08:16:00+00:00": {} | ||
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{ | ||
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"2023-08-31 15:33:52+00:00": {}, | ||
"2023-09-01 08:13:39+00:00": {} | ||
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{ | ||
"2023-08-14 08:13:00+00:00": {}, | ||
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"2023-08-14 09:48:00+00:00": {}, | ||
"2023-08-31 15:34:10+00:00": {}, | ||
"2023-09-01 08:13:31+00:00": {} | ||
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"2023-09-01 17:17:30+00:00": {} | ||
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"2023-09-01 08:13:41+00:00": {}, | ||
"2023-09-01 17:05:12+00:00": {} | ||
} |
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import re | ||
import json | ||
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def is_action_auto_gpt(log): | ||
"""AutoGPTs actions are defined by the presence of the "command" key.""" | ||
return bool(re.search(r'"command"\s*:', log)) | ||
"""AutoGPTs actions are defined by the presence of the "command" key. | ||
World state actions | ||
- web_search | ||
- write_to_file | ||
- browse_website | ||
- execute_python_file | ||
- list_files | ||
Internal actions | ||
- goals_accomplished | ||
"""Other notes | ||
Performing actions | ||
- web_search | ||
- write_to_file | ||
- browse_website | ||
Internal actions | ||
- goals_accomplished | ||
""" | ||
Input | ||
The "content" key of an LLM response | ||
""" | ||
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# Check for the existence of the "command" key in the log | ||
command_existence = bool(re.search(r'"command"\s*:', log)) | ||
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if command_existence: | ||
# Convert the JSON-like string to a Python dictionary | ||
log_dict = json.loads(log) | ||
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# Check if the "command" key exists and has a "name" key | ||
if "command" in log_dict and "name" in log_dict["command"]: | ||
command_name = log_dict["command"]["name"] | ||
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# List of command names that signify an action | ||
action_command_names = [ | ||
"web_search", | ||
"write_to_file", | ||
"browse_website", | ||
"execute_python_file", | ||
"list_files", | ||
] | ||
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# Check if the command name matches any in the list | ||
return command_name in action_command_names | ||
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return False | ||
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def is_openai_function(log): | ||
"""OpenAI API function calls are determined by the presence of the "function_call" key.""" | ||
return bool(re.search(r'"function_call"\s*:', log)) | ||
"""OpenAI API function calls are determined by the presence of the "function_call" key. | ||
Beebot | ||
World state actions | ||
- get_html_content | ||
- read_file | ||
- write_file | ||
- wolfram_alpha_query | ||
- write_python_code | ||
- execute_python_file | ||
- google_search | ||
- wikipedia | ||
Internal actions | ||
- get_more_tools | ||
- exit | ||
- rewind_actions | ||
PolyGPT | ||
World state actions | ||
- http.sendRequest | ||
- http.post | ||
- http.get | ||
- filesystem.writeFile | ||
- ethers.sendRpc | ||
Internal actions | ||
- LearnWrap | ||
- InvokeWrap | ||
Input | ||
The entire LLM response | ||
""" | ||
# Check for the existence of the "function_call" key in the log | ||
function_call_existence = bool(log.get("function_call", None)) | ||
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if function_call_existence: | ||
# Check if the "function_call" key exists and has a "name" key | ||
if "name" in log["function_call"]: | ||
function_name = log["function_call"]["name"] | ||
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# List of function names that signify an action | ||
action_function_names = [ | ||
"get_html_content", | ||
"read_file", | ||
"write_file", | ||
"wolfram_alpha_query", | ||
"write_python_code", | ||
"execute_python_file", | ||
"google_search", | ||
"wikipedia", | ||
"http.sendRequest", | ||
"http.post", | ||
"http.get", | ||
"filesystem.writeFile", | ||
"ethers.sendRpc", | ||
] | ||
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# Check if the function name matches any in the list | ||
return function_name in action_function_names | ||
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return False | ||
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def is_action_miniagi(log): | ||
"""Mini-AGI function calls are determined by the presence of different patterns | ||
World state actions | ||
- execute_python | ||
- web_search | ||
Internal actions | ||
- done | ||
- talk_to_user | ||
""" | ||
# List of function names that signify an action | ||
action_function_names = ["execute_python", "web_search"] | ||
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# Check for the <c>...</c> pattern and whether it matches any action function names | ||
c_pattern_match = False | ||
c_pattern_search = re.search(r"<c>(.*?)<\/c>", log) | ||
if c_pattern_search: | ||
c_pattern_match = c_pattern_search.group(1) in action_function_names | ||
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# Check for the "ACTION:" pattern and whether it matches any action function names | ||
action_pattern_match = False | ||
action_pattern_search = re.search(r"ACTION:\s*(\w+)\s*(\(x\d+\))?", log) | ||
if action_pattern_search: | ||
action_pattern_match = action_pattern_search.group(1) in action_function_names | ||
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return c_pattern_match or action_pattern_match | ||
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def is_action_turbo(log): | ||
"""Turbos actions are defined by the presence of the "cmd" key. | ||
World state actions | ||
- search | ||
- www | ||
- py | ||
- aol | ||
- put | ||
- pyf | ||
Internal actions | ||
- end | ||
""" | ||
# List of function names that signify an action | ||
action_function_names = ["search", "www", "py", "aol", "put", "pyf"] | ||
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# Check for the "cmd" key pattern and whether its "name" field matches any action function names | ||
cmd_pattern_match = False | ||
cmd_pattern_search = re.search(r'"cmd"\s*:\s*{\s*"name"\s*:\s*"(\w+)"', log) | ||
if cmd_pattern_search: | ||
cmd_pattern_match = cmd_pattern_search.group(1) in action_function_names | ||
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return cmd_pattern_match | ||
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def is_action_general(log): | ||
"""General actions are defined by the presence of specific keywords such as 'write', 'start', 'create', etc.""" | ||
return bool( | ||
re.search( | ||
r"\b(write|start|create|execute|post|modify|mutate|delete|put|search|find|get|browse|query|www|read|list)\b", | ||
log, | ||
) | ||
) | ||
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# post, get, put, delete | ||
"""KEYWORDS FOUND SO FAR | ||
WRITE | ||
- write | ||
- start | ||
- create | ||
- execute | ||
- post | ||
MODIFY | ||
- modify | ||
- mutate | ||
- delete | ||
- put | ||
SEARCH | ||
- search | ||
- find | ||
- get | ||
- browse | ||
- query | ||
- www | ||
READ | ||
- read | ||
- list | ||
GENERAL, no specificity | ||
- command | ||
- call | ||
- function | ||
- action | ||
""" | ||
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def is_action_agent(log, agent="", test="", response=""): | ||
"""Determines if a log contains an action based on patterns from different agents.""" | ||
is_action = False | ||
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if log is None: | ||
print("Log is None", agent, test, response) | ||
return is_action | ||
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log_content = log.get("content", "") | ||
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if agent == "auto-gpt": | ||
is_action = is_action_auto_gpt(log_content) | ||
elif agent in ["beebot", "polygpt"]: | ||
is_action = is_openai_function(log) | ||
elif agent == "miniagi": | ||
is_action = is_action_miniagi(log_content) | ||
elif agent == "turbo": | ||
is_action = is_action_turbo(log_content) | ||
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return is_action |
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