repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/reflection.py | metagpt/utils/reflection.py | """class tools, including method inspection, class attributes, inheritance relationships, etc."""
def check_methods(C, *methods):
"""Check if the class has methods. borrow from _collections_abc.
Useful when implementing implicit interfaces, such as defining an abstract class, isinstance can be used for deter... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/singleton.py | metagpt/utils/singleton.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 16:15
@Author : alexanderwu
@File : singleton.py
"""
import abc
class Singleton(abc.ABCMeta, type):
"""
Singleton metaclass for ensuring only one instance of a class.
"""
_instances = {}
def __call__(cls, *args, **kwargs)... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/common.py | metagpt/utils/common.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/4/29 16:07
@Author : alexanderwu
@File : common.py
@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.2 of RFC 116:
Add generic class-to-string and object-to-string conversion functionality.
@Modified By: mashenquan, 2023/11/27. Bu... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | true |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/tree.py | metagpt/utils/tree.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/3/11
@Author : mashenquan
@File : tree.py
@Desc : Implement the same functionality as the `tree` command.
Example:
>>> print_tree(".")
utils
+-- serialize.py
+-- project_repo.py
+... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/json_to_markdown.py | metagpt/utils/json_to_markdown.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/9/11 11:50
@Author : femto Zheng
@File : json_to_markdown.py
"""
# since we original write docs/*.md in markdown format, so I convert json back to markdown
def json_to_markdown(data, depth=2):
"""
Convert a JSON object to Markdown with head... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/serialize.py | metagpt/utils/serialize.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : the implement of serialization and deserialization
import copy
import pickle
from metagpt.utils.common import import_class
def actionoutout_schema_to_mapping(schema: dict) -> dict:
"""
directly traverse the `properties` in the first level.
schema... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/a11y_tree.py | metagpt/utils/a11y_tree.py | """See https://github.com/web-arena-x/webarena
"""
from __future__ import annotations
import re
from playwright.async_api import BrowserContext, Page
async def get_accessibility_tree(page: Page):
cdp_session = await get_page_cdp_session(page)
resp = await cdp_session.send("Accessibility.getFullAXTree")
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/human_interaction.py | metagpt/utils/human_interaction.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : human interaction to get required type text
import json
from typing import Any, Tuple, Type
from pydantic import BaseModel
from metagpt.logs import logger
from metagpt.utils.common import import_class
class HumanInteraction(object):
stop_list = ("q", "q... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/di_graph_repository.py | metagpt/utils/di_graph_repository.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/12/19
@Author : mashenquan
@File : di_graph_repository.py
@Desc : Graph repository based on DiGraph.
This script defines a graph repository class based on a directed graph (DiGraph), providing functionalities
specific to handling directed ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/dependency_file.py | metagpt/utils/dependency_file.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/11/22
@Author : mashenquan
@File : dependency_file.py
@Desc: Implementation of the dependency file described in Section 2.2.3.2 of RFC 135.
"""
from __future__ import annotations
import json
import re
from pathlib import Path
from typing import Set
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/role_zero_utils.py | metagpt/utils/role_zero_utils.py | from __future__ import annotations
import json
import re
import traceback
from typing import Tuple
from metagpt.const import IMAGES
from metagpt.logs import logger
from metagpt.prompts.di.role_zero import (
ASK_HUMAN_COMMAND,
ASK_HUMAN_GUIDANCE_FORMAT,
END_COMMAND,
JSON_REPAIR_PROMPT,
REGENERATE_P... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/omniparse_client.py | metagpt/utils/omniparse_client.py | import mimetypes
from pathlib import Path
from typing import Union
import httpx
from metagpt.rag.schema import OmniParsedResult
from metagpt.utils.common import aread_bin
class OmniParseClient:
"""
OmniParse Server Client
This client interacts with the OmniParse server to parse different types of media,... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/exceptions.py | metagpt/utils/exceptions.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/12/19 14:46
@Author : alexanderwu
@File : exceptions.py
"""
import asyncio
import functools
import traceback
from typing import Any, Callable, Tuple, Type, TypeVar, Union
from metagpt.logs import logger
ReturnType = TypeVar("ReturnType")
def ha... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/redis.py | metagpt/utils/redis.py | # !/usr/bin/python3
# -*- coding: utf-8 -*-
"""
@Time : 2023/12/27
@Author : mashenquan
@File : redis.py
"""
from __future__ import annotations
import traceback
from datetime import timedelta
import redis.asyncio as aioredis
from metagpt.configs.redis_config import RedisConfig
from metagpt.logs import logger
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/stream_pipe.py | metagpt/utils/stream_pipe.py | # -*- coding: utf-8 -*-
# @Time : 2024/3/27 10:00
# @Author : leiwu30
# @File : stream_pipe.py
# @Version : None
# @Description : None
import json
import time
from multiprocessing import Pipe
class StreamPipe:
def __init__(self, name=None):
self.name = name
self.parent_conn, self.child_con... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/save_code.py | metagpt/utils/save_code.py | # -*- coding: utf-8 -*-
# @Date : 12/12/2023 4:14 PM
# @Author : stellahong (stellahong@fuzhi.ai)
# @Desc :
import os
import nbformat
from metagpt.const import DATA_PATH
from metagpt.utils.common import write_json_file
def save_code_file(name: str, code_context: str, file_format: str = "py") -> None:
"""... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/project_repo.py | metagpt/utils/project_repo.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/1/8
@Author : mashenquan
@File : project_repo.py
@Desc : Wrapper for GitRepository and FileRepository of project.
Implementation of Chapter 4.6 of https://deepwisdom.feishu.cn/wiki/CUK4wImd7id9WlkQBNscIe9cnqh
"""
from __future__ import annotat... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/ahttp_client.py | metagpt/utils/ahttp_client.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : pure async http_client
from typing import Any, Mapping, Optional, Union
import aiohttp
from aiohttp.client import DEFAULT_TIMEOUT
async def apost(
url: str,
params: Optional[Mapping[str, str]] = None,
json: Any = None,
data: Any = None,
h... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/git_repository.py | metagpt/utils/git_repository.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/11/20
@Author : mashenquan
@File : git_repository.py
@Desc: Git repository management. RFC 135 2.2.3.3.
"""
from __future__ import annotations
import re
import shutil
import uuid
from enum import Enum
from pathlib import Path
from subprocess import ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/mmdc_ink.py | metagpt/utils/mmdc_ink.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/9/4 16:12
@Author : alitrack
@File : mermaid.py
"""
import base64
from typing import List, Optional
from aiohttp import ClientError, ClientSession
from metagpt.logs import logger
async def mermaid_to_file(mermaid_code, output_file_without_suffix,... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/repo_to_markdown.py | metagpt/utils/repo_to_markdown.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
This file provides functionality to convert a local repository into a markdown representation.
"""
from __future__ import annotations
import re
from pathlib import Path
from typing import Tuple, Union
from gitignore_parser import parse_gitignore
from metagpt.logs imp... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/async_helper.py | metagpt/utils/async_helper.py | import asyncio
import threading
from typing import Any
def run_coroutine_in_new_loop(coroutine) -> Any:
"""Runs a coroutine in a new, separate event loop on a different thread.
This function is useful when try to execute an async function within a sync function, but encounter the error `RuntimeError: This ev... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/repair_llm_raw_output.py | metagpt/utils/repair_llm_raw_output.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : repair llm raw output with particular conditions
import copy
from enum import Enum
from typing import Callable, Optional, Union
import regex as re
from tenacity import RetryCallState, retry, stop_after_attempt, wait_fixed
from metagpt.config2 import Config
fr... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/__init__.py | metagpt/utils/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/4/29 15:50
@Author : alexanderwu
@File : __init__.py
"""
from metagpt.utils.read_document import read_docx
from metagpt.utils.singleton import Singleton
from metagpt.utils.token_counter import (
TOKEN_COSTS,
count_message_tokens,
count_o... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/cost_manager.py | metagpt/utils/cost_manager.py | # -*- coding: utf-8 -*-
"""
@Time : 2023/8/28
@Author : mashenquan
@File : openai.py
@Desc : mashenquan, 2023/8/28. Separate the `CostManager` class to support user-level cost accounting.
"""
import re
from typing import NamedTuple
from pydantic import BaseModel
from metagpt.logs import logger
from metagpt... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/sanitize.py | metagpt/utils/sanitize.py | """
@Time : 2024/7/24 16:37
@Author : didi
@File : utils.py
@Acknowledgement https://github.com/evalplus/evalplus/blob/master/evalplus/sanitize.py
"""
import ast
import traceback
from enum import Enum
from typing import Dict, Generator, List, Optional, Set, Tuple
import tree_sitter_python
from tree_sitter impo... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/recovery_util.py | metagpt/utils/recovery_util.py | # -*- coding: utf-8 -*-
# @Date : 12/20/2023 11:07 AM
# @Author : stellahong (stellahong@fuzhi.ai)
# @Desc :
import json
from datetime import datetime
from pathlib import Path
import nbformat
from metagpt.const import DATA_PATH
from metagpt.roles.role import Role
from metagpt.utils.common import read_json_file... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/embedding.py | metagpt/utils/embedding.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/1/4 20:58
@Author : alexanderwu
@File : embedding.py
"""
from llama_index.embeddings.openai import OpenAIEmbedding
from metagpt.config2 import config
def get_embedding() -> OpenAIEmbedding:
llm = config.get_openai_llm()
if llm is None:
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/text.py | metagpt/utils/text.py | from typing import Generator, Sequence
from metagpt.utils.token_counter import TOKEN_MAX, count_output_tokens
def reduce_message_length(
msgs: Generator[str, None, None],
model_name: str,
system_text: str,
reserved: int = 0,
) -> str:
"""Reduce the length of concatenated message segments to fit w... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/parse_html.py | metagpt/utils/parse_html.py | #!/usr/bin/env python
from __future__ import annotations
from typing import Generator, Optional
from urllib.parse import urljoin, urlparse
import htmlmin
from bs4 import BeautifulSoup
from pydantic import BaseModel, PrivateAttr
class WebPage(BaseModel):
inner_text: str
html: str
url: str
_soup: Opt... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/visual_graph_repo.py | metagpt/utils/visual_graph_repo.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/12/19
@Author : mashenquan
@File : visualize_graph.py
@Desc : Visualization tool to visualize the class diagrams or sequence diagrams of the graph repository.
"""
from __future__ import annotations
import re
from abc import ABC
from pathlib impor... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/mmdc_pyppeteer.py | metagpt/utils/mmdc_pyppeteer.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/9/4 16:12
@Author : alitrack
@File : mmdc_pyppeteer.py
"""
import os
from typing import List, Optional
from urllib.parse import urljoin
from pyppeteer import launch
from metagpt.config2 import Config
from metagpt.logs import logger
async def merm... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/parse_docstring.py | metagpt/utils/parse_docstring.py | import re
from typing import Tuple
def remove_spaces(text):
return re.sub(r"\s+", " ", text).strip() if text else ""
class DocstringParser:
@staticmethod
def parse(docstring: str) -> Tuple[str, str]:
"""Parse the docstring and return the overall description and the parameter description.
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/s3.py | metagpt/utils/s3.py | import base64
import os.path
import traceback
import uuid
from pathlib import Path
from typing import Optional
import aioboto3
import aiofiles
from metagpt.config2 import S3Config
from metagpt.const import BASE64_FORMAT
from metagpt.logs import logger
class S3:
"""A class for interacting with Amazon S3 storage.... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/make_sk_kernel.py | metagpt/utils/make_sk_kernel.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/9/13 12:29
@Author : femto Zheng
@File : make_sk_kernel.py
"""
import semantic_kernel as sk
from semantic_kernel.connectors.ai.open_ai.services.azure_chat_completion import (
AzureChatCompletion,
)
from semantic_kernel.connectors.ai.open_ai.servi... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/mmdc_playwright.py | metagpt/utils/mmdc_playwright.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/9/4 16:12
@Author : Steven Lee
@File : mmdc_playwright.py
"""
import os
from typing import List, Optional
from urllib.parse import urljoin
from playwright.async_api import async_playwright
from metagpt.logs import logger
async def mermaid_to_fil... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/utils/mermaid.py | metagpt/utils/mermaid.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/7/4 10:53
@Author : alexanderwu alitrack
@File : mermaid.py
"""
import asyncio
import os
import re
from pathlib import Path
from typing import List, Optional
from metagpt.config2 import Config
from metagpt.logs import logger
from metagpt.utils.commo... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/product_manager.py | metagpt/roles/product_manager.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:43
@Author : alexanderwu
@File : product_manager.py
@Modified By: liushaojie, 2024/10/17.
"""
from metagpt.actions import UserRequirement, WritePRD
from metagpt.actions.prepare_documents import PrepareDocuments
from metagpt.actions.search_enh... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/project_manager.py | metagpt/roles/project_manager.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 15:04
@Author : alexanderwu
@File : project_manager.py
"""
from metagpt.actions import WriteTasks
from metagpt.actions.design_api import WriteDesign
from metagpt.roles.di.role_zero import RoleZero
class ProjectManager(RoleZero):
"""
Re... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/researcher.py | metagpt/roles/researcher.py | #!/usr/bin/env python
"""
@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.
@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116, change the data type of
the `cause... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/architect.py | metagpt/roles/architect.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:43
@Author : alexanderwu
@File : architect.py
"""
from pydantic import Field
from metagpt.actions.design_api import WriteDesign
from metagpt.actions.write_prd import WritePRD
from metagpt.prompts.di.architect import ARCHITECT_EXAMPLE, ARCHIT... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/assistant.py | metagpt/roles/assistant.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/7
@Author : mashenquan
@File : assistant.py
@Desc : I am attempting to incorporate certain symbol concepts from UML into MetaGPT, enabling it to have the
ability to freely construct flows through symbol concatenation. Simultaneously, ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/invoice_ocr_assistant.py | metagpt/roles/invoice_ocr_assistant.py | #!/usr/bin/env python3
# _*_ coding: utf-8 _*_
"""
@Time : 2023/9/21 14:10:05
@Author : Stitch-z
@File : invoice_ocr_assistant.py
"""
import json
from pathlib import Path
from typing import Optional
import pandas as pd
from pydantic import BaseModel
from metagpt.actions.invoice_ocr import GenerateTable, Invo... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/engineer.py | metagpt/roles/engineer.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:43
@Author : alexanderwu
@File : engineer.py
@Modified By: mashenquan, 2023-11-1. In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116:
1. Modify the data type of the `cause_by` value in the `Message` to a string, and utilize the new mes... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/role.py | metagpt/roles/role.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:42
@Author : alexanderwu
@File : role.py
@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.
@Modified By: mashenquan, 2023-11-1... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/teacher.py | metagpt/roles/teacher.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/7/27
@Author : mashenquan
@File : teacher.py
@Desc : Used by Agent Store
@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.
"""
im... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/sales.py | metagpt/roles/sales.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/25 17:21
@Author : alexanderwu
@File : sales.py
"""
from typing import Optional
from pydantic import Field, model_validator
from metagpt.actions import SearchAndSummarize, UserRequirement
from metagpt.roles import Role
from metagpt.tools.search_... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/customer_service.py | metagpt/roles/customer_service.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/25 17:21
@Author : alexanderwu
@File : sales.py
"""
from typing import Optional
from pydantic import Field
from metagpt.document_store.base_store import BaseStore
from metagpt.roles import Sales
DESC = """
## Principles (all things must not bypa... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/qa_engineer.py | metagpt/roles/qa_engineer.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:43
@Author : alexanderwu
@File : qa_engineer.py
@Modified By: mashenquan, 2023-11-1. In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116, modify the data
type of the `cause_by` value in the `Message` to a string, and utilize the new... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/prompt.py | metagpt/roles/prompt.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/18 22:43
@Author : alexanderwu
@File : prompt.py
"""
from enum import Enum
PREFIX = """Answer the questions to the best of your ability. You can use the following tools:"""
FORMAT_INSTRUCTIONS = """Please follow the format below:
Question: The in... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/__init__.py | metagpt/roles/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:43
@Author : alexanderwu
@File : __init__.py
"""
from metagpt.roles.role import Role
from metagpt.roles.architect import Architect
from metagpt.roles.project_manager import ProjectManager
from metagpt.roles.product_manager import ProductMana... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/tutorial_assistant.py | metagpt/roles/tutorial_assistant.py | #!/usr/bin/env python3
# _*_ coding: utf-8 _*_
"""
@Time : 2023/9/4 15:40:40
@Author : Stitch-z
@File : tutorial_assistant.py
"""
from datetime import datetime
from typing import Dict
from metagpt.actions.write_tutorial import WriteContent, WriteDirectory
from metagpt.const import TUTORIAL_PATH
from metagpt.lo... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/searcher.py | metagpt/roles/searcher.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/23 17:25
@Author : alexanderwu
@File : searcher.py
@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116, change the data type of
the `cause_by` value in the `Message` to a string to support the new message di... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/data_analyst.py | metagpt/roles/di/data_analyst.py | from __future__ import annotations
from typing import Annotated
from pydantic import Field, model_validator
from metagpt.actions.di.execute_nb_code import ExecuteNbCode
from metagpt.actions.di.write_analysis_code import CheckData, WriteAnalysisCode
from metagpt.logs import logger
from metagpt.prompts.di.data_analyst... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/data_interpreter.py | metagpt/roles/di/data_interpreter.py | from __future__ import annotations
import json
from typing import Literal
from pydantic import Field, model_validator
# from metagpt.actions.di.ask_review import ReviewConst
from metagpt.actions.di.execute_nb_code import ExecuteNbCode
from metagpt.actions.di.write_analysis_code import CheckData, WriteAnalysisCode
fr... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/role_zero.py | metagpt/roles/di/role_zero.py | from __future__ import annotations
import inspect
import json
import re
import traceback
from datetime import datetime
from typing import Annotated, Callable, Literal, Optional, Tuple
from pydantic import Field, model_validator
from metagpt.actions import Action, UserRequirement
from metagpt.actions.di.run_command i... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/engineer2.py | metagpt/roles/di/engineer2.py | from __future__ import annotations
import os
from pathlib import Path
from pydantic import Field
from metagpt.logs import logger
# from metagpt.actions.write_code_review import ValidateAndRewriteCode
from metagpt.prompts.di.engineer2 import (
CURRENT_STATE,
ENGINEER2_INSTRUCTION,
WRITE_CODE_PROMPT,
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/team_leader.py | metagpt/roles/di/team_leader.py | from __future__ import annotations
from typing import Annotated
from pydantic import Field
from metagpt.actions.di.run_command import RunCommand
from metagpt.const import TEAMLEADER_NAME
from metagpt.prompts.di.role_zero import QUICK_THINK_TAG
from metagpt.prompts.di.team_leader import (
FINISH_CURRENT_TASK_CMD,... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/__init__.py | metagpt/roles/di/__init__.py | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false | |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/roles/di/swe_agent.py | metagpt/roles/di/swe_agent.py | import json
from pydantic import Field
from metagpt.logs import logger
from metagpt.prompts.di.swe_agent import (
CURRENT_BASH_STATE,
MINIMAL_EXAMPLE,
NEXT_STEP_TEMPLATE,
)
from metagpt.roles.di.role_zero import RoleZero
from metagpt.schema import Message
from metagpt.tools.libs.git import git_create_pull... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/__init__.py | metagpt/ext/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/__init__.py | metagpt/ext/android_assistant/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/self_learn_reflect_an.py | metagpt/ext/android_assistant/actions/self_learn_reflect_an.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : the ActionNode to parse Reflection
from metagpt.actions.action_node import ActionNode
DECISION = ActionNode(
key="Decision", expected_type=str, instruction="explain why you made this decision", example="BACK"
)
THOUGHT = ActionNode(key="Thought", expecte... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/screenshot_parse_an.py | metagpt/ext/android_assistant/actions/screenshot_parse_an.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : the ActionNode to parse screenshot
from metagpt.actions.action_node import ActionNode
OBSERVATION = ActionNode(
key="Observation", expected_type=str, instruction="Describe what you observe in the image", example=""
)
THOUGHT = ActionNode(
key="Thought... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/parse_record.py | metagpt/ext/android_assistant/actions/parse_record.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : parse record to generate learned standard operations in stage=learn & mode=manual,
# LIKE scripts/document_generation.py
import ast
import re
from pathlib import Path
from metagpt.actions.action import Action
from metagpt.config2 import config
from m... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/manual_record.py | metagpt/ext/android_assistant/actions/manual_record.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : manual record user interaction in stage=learn & mode=manual, LIKE scripts/step_recorder.py
import time
from pathlib import Path
import cv2
from metagpt.actions.action import Action
from metagpt.config2 import config
from metagpt.environment.android.android_env... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/__init__.py | metagpt/ext/android_assistant/actions/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/parse_record_an.py | metagpt/ext/android_assistant/actions/parse_record_an.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : the ActionNode to parse record
from metagpt.actions.action_node import ActionNode
OBSERVATION = ActionNode(
key="Observation",
expected_type=str,
instruction="Provide a description of your observations of the two images. "
"Subsequently, deline... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/self_learn_and_reflect.py | metagpt/ext/android_assistant/actions/self_learn_and_reflect.py | # !/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : LIKE scripts/self_explorer.py in stage=learn & mode=auto self_explore_task stage
import ast
from pathlib import Path
from metagpt.actions.action import Action
from metagpt.config2 import config
from metagpt.environment.android.android_env import AndroidEnv
fr... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/actions/screenshot_parse.py | metagpt/ext/android_assistant/actions/screenshot_parse.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : LIKE scripts/task_executor.py in stage=act
import ast
from pathlib import Path
from metagpt.actions.action import Action
from metagpt.config2 import config
from metagpt.environment.android.android_env import AndroidEnv
from metagpt.environment.android.const im... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/utils/schema.py | metagpt/ext/android_assistant/utils/schema.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
from enum import Enum
from pydantic import BaseModel, Field, field_validator
class ActionOp(Enum):
TAP = "tap"
LONG_PRESS = "long_press"
TEXT = "text"
SWIPE = "swipe"
VERTICAL_SWIPE = "v_swipe"
HORIZONTAL_SWIPE = "h_swipe"
GRID = ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/utils/utils.py | metagpt/ext/android_assistant/utils/utils.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
import re
from pathlib import Path
from typing import Union
from xml.etree.ElementTree import Element, iterparse
import cv2
import pyshine as ps
from metagpt.config2 import config
from metagpt.ext.android_assistant.utils.schema import (
ActionOp,
Andr... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/utils/__init__.py | metagpt/ext/android_assistant/utils/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/roles/__init__.py | metagpt/ext/android_assistant/roles/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/roles/android_assistant.py | metagpt/ext/android_assistant/roles/android_assistant.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : android assistant to learn from app operations and operate apps
import time
from datetime import datetime
from pathlib import Path
from typing import Optional
from pydantic import Field
from metagpt.actions.add_requirement import UserRequirement
from metagpt.c... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/prompts/assistant_prompt.py | metagpt/ext/android_assistant/prompts/assistant_prompt.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : the prompt templates of assistant learning and acting
screenshot_parse_template = """You are an agent that is trained to perform some basic tasks on a smartphone. You will be given a
smartphone screenshot. The interactive UI elements on the screenshot are labe... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/prompts/__init__.py | metagpt/ext/android_assistant/prompts/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/android_assistant/prompts/operation_prompt.py | metagpt/ext/android_assistant/prompts/operation_prompt.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : the prompt templates of phone operation
tap_doc_template = """I will give you the screenshot of a mobile app before and after tapping the UI element labeled
with the number {ui_element} on the screen. The numeric tag of each element is located at the center of... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/__init__.py | metagpt/ext/spo/__init__.py | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false | |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/app.py | metagpt/ext/spo/app.py | import asyncio
from pathlib import Path
from typing import Dict
import streamlit as st
import yaml
from loguru import logger as _logger
from metagpt.const import METAGPT_ROOT
from metagpt.ext.spo.components.optimizer import PromptOptimizer
from metagpt.ext.spo.utils.llm_client import SPO_LLM, RequestType
def load_y... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/components/optimizer.py | metagpt/ext/spo/components/optimizer.py | # -*- coding: utf-8 -*-
# @Date : 8/12/2024 22:00 PM
# @Author : issac
# @Desc : optimizer for prompt
import asyncio
from pathlib import Path
from typing import List
from metagpt.ext.spo.prompts.optimize_prompt import PROMPT_OPTIMIZE_PROMPT
from metagpt.ext.spo.utils import load
from metagpt.ext.spo.utils.data... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/components/evaluator.py | metagpt/ext/spo/components/evaluator.py | # -*- coding: utf-8 -*-
# @Date : 8/23/2024 10:00 AM
# @Author : all
# @Desc : Evaluation for different datasets
import asyncio
import random
from typing import Any, Dict
from metagpt.ext.spo.prompts.evaluate_prompt import EVALUATE_PROMPT
from metagpt.ext.spo.utils import load
from metagpt.ext.spo.utils.llm_cli... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/components/__init__.py | metagpt/ext/spo/components/__init__.py | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false | |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/utils/data_utils.py | metagpt/ext/spo/utils/data_utils.py | import datetime
import json
from pathlib import Path
from typing import Dict, List, Union
import pandas as pd
from metagpt.logs import logger
class DataUtils:
def __init__(self, root_path: Path):
self.root_path = root_path
self.top_scores = []
def load_results(self, path: Path) -> list:
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/utils/load.py | metagpt/ext/spo/utils/load.py | import random
from pathlib import Path
import yaml
FILE_NAME = ""
SAMPLE_K = 3
def set_file_name(name: str):
global FILE_NAME
FILE_NAME = name
def load_meta_data(k: int = SAMPLE_K):
# load yaml file
config_path = Path(__file__).parent.parent / "settings" / FILE_NAME
if not config_path.exists(... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/utils/prompt_utils.py | metagpt/ext/spo/utils/prompt_utils.py | from pathlib import Path
from metagpt.logs import logger
class PromptUtils:
def __init__(self, root_path: Path):
self.root_path = root_path
def create_round_directory(self, prompt_path: Path, round_number: int) -> Path:
directory = prompt_path / f"round_{round_number}"
directory.mkdi... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/utils/llm_client.py | metagpt/ext/spo/utils/llm_client.py | import asyncio
import re
from enum import Enum
from typing import Any, List, Optional
from metagpt.configs.models_config import ModelsConfig
from metagpt.llm import LLM
from metagpt.logs import logger
class RequestType(Enum):
OPTIMIZE = "optimize"
EVALUATE = "evaluate"
EXECUTE = "execute"
class SPO_LLM... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/utils/__init__.py | metagpt/ext/spo/utils/__init__.py | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false | |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/utils/evaluation_utils.py | metagpt/ext/spo/utils/evaluation_utils.py | import asyncio
from pathlib import Path
from typing import Any, List, Optional, Tuple
import tiktoken
from metagpt.ext.spo.components.evaluator import QuickEvaluate, QuickExecute
from metagpt.logs import logger
EVALUATION_REPETITION = 4
def count_tokens(sample: dict):
if not sample:
return 0
else:
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/prompts/evaluate_prompt.py | metagpt/ext/spo/prompts/evaluate_prompt.py | EVALUATE_PROMPT = """
Based on the original requirements, evaluate the two responses, A and B, and determine which one better meets the requirements. If a reference answer is provided, strictly follow the format/content of the reference answer.
# Requirement
{requirement}
# A
{sample}
# B
{new_sample}
# Golden answ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/spo/prompts/optimize_prompt.py | metagpt/ext/spo/prompts/optimize_prompt.py | PROMPT_OPTIMIZE_PROMPT = """
You are building a prompt to address user requirement. Based on the given prompt,
please reconstruct and optimize it. You can add, modify, or delete prompts. Please include a single modification in
XML tags in your reply. During the optimization, you can incorporate any thinking models.
T... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/operator.py | metagpt/ext/aflow/scripts/operator.py | # -*- coding: utf-8 -*-
# @Date : 6/27/2024 17:36 PM
# @Author : didi
# @Desc : operator demo of aflow
import asyncio
import concurrent.futures
import random
import sys
import traceback
from collections import Counter
from typing import Dict, List, Tuple
from tenacity import retry, stop_after_attempt, wait_fixe... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/operator_an.py | metagpt/ext/aflow/scripts/operator_an.py | # -*- coding: utf-8 -*-
# @Date : 6/27/2024 19:46 PM
# @Author : didi
# @Desc : action nodes for operator
from pydantic import BaseModel, Field
class GenerateOp(BaseModel):
response: str = Field(default="", description="Your solution for this problem")
class CodeGenerateOp(BaseModel):
code: str = Fi... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/optimizer.py | metagpt/ext/aflow/scripts/optimizer.py | # -*- coding: utf-8 -*-
# @Date : 8/12/2024 22:00 PM
# @Author : issac
# @Desc : optimizer for graph
import asyncio
import time
from typing import List, Literal
from pydantic import BaseModel, Field
from metagpt.actions.action_node import ActionNode
from metagpt.ext.aflow.scripts.evaluator import DatasetType
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/evaluator.py | metagpt/ext/aflow/scripts/evaluator.py | # -*- coding: utf-8 -*-
# @Date : 8/23/2024 10:00 AM
# @Author : all
# @Desc : Evaluation for different datasets
from typing import Dict, Literal, Tuple
from metagpt.ext.aflow.benchmark.benchmark import BaseBenchmark
from metagpt.ext.aflow.benchmark.drop import DROPBenchmark
from metagpt.ext.aflow.benchmark.gs... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/interface.py | metagpt/ext/aflow/scripts/interface.py | # -*- coding: utf-8 -*-
# @Date : 2024-03-21
# @Author : Your Name
# @Desc : Interface for AFLOW
import asyncio
import importlib.util
import sys
from pathlib import Path
from typing import Optional, Tuple
from metagpt.configs.models_config import ModelsConfig
from metagpt.ext.aflow.scripts.evaluator import Dat... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/utils.py | metagpt/ext/aflow/scripts/utils.py | """
@Time : 2024/7/24 16:37
@Author : didi
@File : utils.py
"""
import json
import re
from enum import Enum
from typing import Any, List, Tuple
class CodeDataset(Enum):
HUMAN_EVAL = "HumanEval"
MBPP = "MBPP"
def extract_test_cases_from_jsonl(entry_point: str, dataset: CodeDataset = CodeDataset.HUMAN... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/workflow.py | metagpt/ext/aflow/scripts/workflow.py | # -*- coding: utf-8 -*-
# @Date : 6/27/2024 22:07 PM
# @Author : didi
# @Desc : Basic Graph Class
from metagpt.ext.aflow.scripts.evaluator import DatasetType
from metagpt.provider.llm_provider_registry import create_llm_instance
from metagpt.utils.cost_manager import CostManager
class Workflow:
def __ini... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/prompts/prompt.py | metagpt/ext/aflow/scripts/prompts/prompt.py | # -*- coding: utf-8 -*-
# @Date : 6/26/2024 17:07 PM
# @Author : didi
# @Desc : prompts of operators
ANSWER_GENERATION_PROMPT = """
Think step by step and solve the problem.
1. In the "thought" field, explain your thinking process in detail.
2. In the "answer" field, provide the final answer concisely and clear... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/ext/aflow/scripts/prompts/optimize_prompt.py | metagpt/ext/aflow/scripts/prompts/optimize_prompt.py | WORKFLOW_OPTIMIZE_PROMPT = """You are building a Graph and corresponding Prompt to jointly solve {type} problems.
Referring to the given graph and prompt, which forms a basic example of a {type} solution approach,
please reconstruct and optimize them. You can add, modify, or delete nodes, parameters, or prompts. Incl... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
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