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/examples/di/crawl_webpage.py | examples/di/crawl_webpage.py | # -*- encoding: utf-8 -*-
"""
@Date : 2024/01/24 15:11:27
@Author : orange-crow
@File : crawl_webpage.py
"""
from metagpt.roles.di.data_interpreter import DataInterpreter
from metagpt.tools.libs.web_scraping import view_page_element_to_scrape
PAPER_LIST_REQ = """"
Get data from `paperlist` table in https... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/use_browser.py | examples/di/use_browser.py | import asyncio
from metagpt.roles.di.data_interpreter import DataInterpreter
MG_LLM_CONFIG_REQ = """
This is a link to the doc site of MetaGPT project: https://docs.deepwisdom.ai/main/en/
Check where you can go to on the site and try to find out the list of LLM APIs supported by MetaGPT.
Don't write all codes in one ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/machine_learning_with_tools.py | examples/di/machine_learning_with_tools.py | import asyncio
from metagpt.roles.di.data_interpreter import DataInterpreter
async def main(requirement: str):
role = DataInterpreter(use_reflection=True, tools=["<all>"])
await role.run(requirement)
if __name__ == "__main__":
data_path = "your/path/to/titanic"
train_path = f"{data_path}/split_trai... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/arxiv_reader.py | examples/di/arxiv_reader.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from metagpt.roles.di.data_interpreter import DataInterpreter
from metagpt.tools.libs.web_scraping import view_page_element_to_scrape
async def main():
template = "https://arxiv.org/list/{tag}/pastweek?skip=0&show=300"
tags = ["cs.ai", "cs.cl", "cs.lg", "cs.se"]
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/InfiAgent-DABench/run_InfiAgent-DABench.py | examples/di/InfiAgent-DABench/run_InfiAgent-DABench.py | import asyncio
import json
from DABench import DABench
from metagpt.logs import logger
from metagpt.roles.di.data_interpreter import DataInterpreter
async def get_prediction(agent, requirement):
"""Helper function to obtain a prediction from a new instance of the agent.
This function runs the agent with th... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/InfiAgent-DABench/run_InfiAgent-DABench_single.py | examples/di/InfiAgent-DABench/run_InfiAgent-DABench_single.py | import fire
from DABench import DABench
from metagpt.logs import logger
from metagpt.roles.di.data_interpreter import DataInterpreter
from metagpt.utils.recovery_util import save_history
async def main(id=0):
"""Evaluate one task"""
bench = DABench()
requirement = bench.generate_formatted_prompt(id)
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/InfiAgent-DABench/run_InfiAgent-DABench_all.py | examples/di/InfiAgent-DABench/run_InfiAgent-DABench_all.py | import fire
import pandas as pd
from DABench import DABench
from metagpt.logs import logger
from metagpt.roles.di.data_interpreter import DataInterpreter
from metagpt.utils.recovery_util import save_history
async def main():
"""Evaluate all"""
bench = DABench()
id_list, predictions, labels, is_true = [],... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/di/InfiAgent-DABench/DABench.py | examples/di/InfiAgent-DABench/DABench.py | import asyncio
import json
import re
from pathlib import Path
from typing import Any, Dict, List, Tuple, Union
import nest_asyncio
from examples.di.requirements_prompt import DABENCH
from metagpt.const import DABENCH_PATH
from metagpt.logs import logger
from metagpt.utils.exceptions import handle_exception
def eval... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/stanford_town/run_st_game.py | examples/stanford_town/run_st_game.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : entry of Stanford Town(ST/st) game
# README see `metagpt/ext/stanford_town/README.md`
import asyncio
from typing import Optional
import fire
from metagpt.ext.stanford_town.roles.st_role import STRole
from metagpt.ext.stanford_town.stanford_town impo... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/stanford_town/__init__.py | examples/stanford_town/__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/examples/exp_pool/load_exps_from_log.py | examples/exp_pool/load_exps_from_log.py | """Load and save experiences from the log file."""
import json
from pathlib import Path
from metagpt.exp_pool import get_exp_manager
from metagpt.exp_pool.schema import LOG_NEW_EXPERIENCE_PREFIX, Experience
from metagpt.logs import logger
def load_exps(log_file_path: str) -> list[Experience]:
"""Loads experienc... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/exp_pool/scorer.py | examples/exp_pool/scorer.py | import asyncio
from metagpt.exp_pool.scorers import SimpleScorer
# Request to implement quicksort in Python
REQ = "Write a program to implement quicksort in python."
# First response: Quicksort implementation without base case
RESP1 = """
def quicksort(arr):
return quicksort([x for x in arr[1:] if x <= arr[0]]) ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/exp_pool/init_exp_pool.py | examples/exp_pool/init_exp_pool.py | """Init experience pool.
Put some useful experiences into the experience pool.
"""
import asyncio
import json
from pathlib import Path
from metagpt.const import EXAMPLE_DATA_PATH
from metagpt.exp_pool import get_exp_manager
from metagpt.exp_pool.schema import EntryType, Experience, Metric, Score
from metagpt.logs im... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/exp_pool/decorator.py | examples/exp_pool/decorator.py | """
This script demonstrates how to automatically store experiences using @exp_cache and query the stored experiences.
"""
import asyncio
import uuid
from metagpt.exp_pool import exp_cache, get_exp_manager
from metagpt.logs import logger
@exp_cache()
async def produce(req=""):
return f"{req} {uuid.uuid4().hex}"... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/examples/exp_pool/manager.py | examples/exp_pool/manager.py | """
Demonstrate the creation and querying of experiences.
This script creates a new experience, logs its creation, and then queries for experiences matching the same request.
"""
import asyncio
from metagpt.exp_pool import get_exp_manager
from metagpt.exp_pool.schema import EntryType, Experience
from metagpt.logs im... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/config2.py | metagpt/config2.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/1/4 01:25
@Author : alexanderwu
@File : config2.py
"""
import os
from pathlib import Path
from typing import Dict, Iterable, List, Literal, Optional
from pydantic import BaseModel, Field, model_validator
from metagpt.configs.browser_config import B... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/subscription.py | metagpt/subscription.py | import asyncio
from typing import AsyncGenerator, Awaitable, Callable
from pydantic import BaseModel, ConfigDict, Field
from metagpt.logs import logger
from metagpt.roles import Role
from metagpt.schema import Message
class SubscriptionRunner(BaseModel):
"""A simple wrapper to manage subscription tasks for diff... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/software_company.py | metagpt/software_company.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import asyncio
from pathlib import Path
import typer
from metagpt.const import CONFIG_ROOT
app = typer.Typer(add_completion=False, pretty_exceptions_show_locals=False)
def generate_repo(
idea,
investment=3.0,
n_round=5,
code_review=True,
run_tests=... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document.py | metagpt/document.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/6/8 14:03
@Author : alexanderwu
@File : document.py
@Desc : Classes and Operations Related to Files in the File System.
"""
from enum import Enum
from pathlib import Path
from typing import Optional, Union
import pandas as pd
from llama_index.cor... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/llm.py | metagpt/llm.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 14:45
@Author : alexanderwu
@File : llm.py
"""
from typing import Optional
from metagpt.configs.llm_config import LLMConfig
from metagpt.context import Context
from metagpt.provider.base_llm import BaseLLM
def LLM(llm_config: Optional[LLMConf... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/schema.py | metagpt/schema.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/8 22:12
@Author : alexanderwu
@File : schema.py
@Modified By: mashenquan, 2023-10-31. According to Chapter 2.2.1 of RFC 116:
Replanned the distribution of responsibilities and functional positioning of `Message` class attributes.
@Modified ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | true |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/_compat.py | metagpt/_compat.py | import platform
import sys
import warnings
if sys.implementation.name == "cpython" and platform.system() == "Windows":
import asyncio
if sys.version_info[:2] == (3, 9):
from asyncio.proactor_events import _ProactorBasePipeTransport
# https://github.com/python/cpython/pull/92842
def pa... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/repo_parser.py | metagpt/repo_parser.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
Build a symbols repository from source code.
This script is designed to create a symbols repository from the provided source code.
@Time : 2023/11/17 17:58
@Author : alexanderwu
@File : repo_parser.py
"""
from __future__ import annotations
import ast
import js... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | true |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/context_mixin.py | metagpt/context_mixin.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/1/11 17:25
@Author : alexanderwu
@File : context_mixin.py
"""
from typing import Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
from metagpt.config2 import Config
from metagpt.context import Context
from metagpt.provide... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/const.py | metagpt/const.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import os
from pathlib import Path
from loguru import logger
import metagpt
def get_metagpt_package_root():
"""Get the root directory of the installed package."""
package_root = Path(metagpt.__file__).parent.parent
logger.info(f"Package root set to {str(pac... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/startup.py | metagpt/startup.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/3/11 19:16
@Author : alexanderwu
@File : startup.py
"""
# DEPRECATED: This file is deprecated and will be removed in the future.
# The startup.py implementation has been moved to software_company.py
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/team.py | metagpt/team.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/12 00:30
@Author : alexanderwu
@File : team.py
@Modified By: mashenquan, 2023/11/27. Add an archiving operation after completing the project, as specified in
Section 2.2.3.3 of RFC 135.
"""
import warnings
from pathlib import Path
from typ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/__init__.py | metagpt/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time : 2023/4/24 22:26
# @Author : alexanderwu
# @File : __init__.py
from metagpt import _compat as _ # noqa: F401
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/context.py | metagpt/context.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/1/4 16:32
@Author : alexanderwu
@File : context.py
"""
from __future__ import annotations
import os
from typing import Any, Dict, Optional
from pydantic import BaseModel, ConfigDict, Field
from metagpt.config2 import Config
from metagpt.configs.ll... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/logs.py | metagpt/logs.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/6/1 12:41
@Author : alexanderwu
@File : logs.py
"""
from __future__ import annotations
import asyncio
import inspect
import sys
from contextvars import ContextVar
from datetime import datetime
from functools import partial
from typing import Any
f... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/management/skill_manager.py | metagpt/management/skill_manager.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/6/5 01:44
@Author : alexanderwu
@File : skill_manager.py
@Modified By: mashenquan, 2023/8/20. Remove useless `llm`
"""
from metagpt.actions import Action
from metagpt.const import PROMPT_PATH
from metagpt.document_store.chromadb_store import ChromaSt... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/management/__init__.py | metagpt/management/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/4/30 20:58
@Author : alexanderwu
@File : __init__.py
"""
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/tool_data_type.py | metagpt/tools/tool_data_type.py | from pydantic import BaseModel
class ToolSchema(BaseModel):
description: str
class Tool(BaseModel):
name: str
path: str
schemas: dict = {}
code: str = ""
tags: list[str] = []
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/moderation.py | metagpt/tools/moderation.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/9/26 14:27
@Author : zhanglei
@File : moderation.py
"""
from typing import Union
from metagpt.provider.base_llm import BaseLLM
class Moderation:
def __init__(self, llm: BaseLLM):
self.llm = llm
def handle_moderation_results(self, ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/metagpt_oas3_api_svc.py | metagpt/tools/metagpt_oas3_api_svc.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/17
@Author : mashenquan
@File : metagpt_oas3_api_svc.py
@Desc : MetaGPT OpenAPI Specification 3.0 REST API service
curl -X 'POST' \
'http://localhost:8080/openapi/greeting/dave' \
-H 'accept: text/plain' \
-H 'Co... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine_serpapi.py | metagpt/tools/search_engine_serpapi.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/23 18:27
@Author : alexanderwu
@File : search_engine_serpapi.py
"""
import warnings
from typing import Any, Dict, Optional
import aiohttp
from pydantic import BaseModel, ConfigDict, Field, model_validator
class SerpAPIWrapper(BaseModel):
mod... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine_ddg.py | metagpt/tools/search_engine_ddg.py | #!/usr/bin/env python
from __future__ import annotations
import asyncio
import json
from concurrent import futures
from typing import Literal, Optional, overload
from pydantic import BaseModel, ConfigDict
try:
from duckduckgo_search import DDGS
except ImportError:
raise ImportError(
"To use this mod... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/metagpt_text_to_image.py | metagpt/tools/metagpt_text_to_image.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/18
@Author : mashenquan
@File : metagpt_text_to_image.py
@Desc : MetaGPT Text-to-Image OAS3 api, which provides text-to-image functionality.
"""
import base64
from typing import Dict, List
import aiohttp
import requests
from pydantic import Bas... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/openai_text_to_image.py | metagpt/tools/openai_text_to_image.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/17
@Author : mashenquan
@File : openai_text_to_image.py
@Desc : OpenAI Text-to-Image OAS3 api, which provides text-to-image functionality.
"""
import aiohttp
import requests
from metagpt.logs import logger
from metagpt.provider.base_llm import... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/tool_registry.py | metagpt/tools/tool_registry.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/01/12 17:07
@Author : garylin2099
@File : tool_registry.py
"""
from __future__ import annotations
import contextlib
import inspect
import os
from collections import defaultdict
from pathlib import Path
from pydantic import BaseModel
from metagpt.c... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/openai_text_to_embedding.py | metagpt/tools/openai_text_to_embedding.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/18
@Author : mashenquan
@File : openai_text_to_embedding.py
@Desc : OpenAI Text-to-Embedding OAS3 api, which provides text-to-embedding functionality.
For more details, checkout: `https://platform.openai.com/docs/api-reference/embedd... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/web_browser_engine_playwright.py | metagpt/tools/web_browser_engine_playwright.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import asyncio
import sys
from pathlib import Path
from typing import Literal, Optional
from playwright.async_api import async_playwright
from pydantic import BaseModel, Field, PrivateAttr
from metagpt.logs import logger
from metagpt.u... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/web_browser_engine_selenium.py | metagpt/tools/web_browser_engine_selenium.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import asyncio
import importlib
from concurrent import futures
from copy import deepcopy
from typing import Callable, Literal, Optional
from pydantic import BaseModel, ConfigDict, Field, PrivateAttr
from selenium.webdriver.common.by imp... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/ut_writer.py | metagpt/tools/ut_writer.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import json
from pathlib import Path
from metagpt.config2 import config
from metagpt.provider.openai_api import OpenAILLM as GPTAPI
from metagpt.utils.common import awrite
ICL_SAMPLE = """Interface definition:
```text
Interface Name: Element Tagging
Interface Path: /proj... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine.py | metagpt/tools/search_engine.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/6 20:15
@Author : alexanderwu
@File : search_engine.py
"""
import importlib
from typing import Annotated, Callable, Coroutine, Literal, Optional, Union, overload
from pydantic import BaseModel, ConfigDict, Field, model_validator
from metagpt.conf... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine_meilisearch.py | metagpt/tools/search_engine_meilisearch.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/22 21:33
@Author : alexanderwu
@File : search_engine_meilisearch.py
"""
from typing import List
import meilisearch
from meilisearch.index import Index
from metagpt.utils.exceptions import handle_exception
class DataSource:
def __init__(sel... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/prompt_writer.py | metagpt/tools/prompt_writer.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/2 16:03
@Author : alexanderwu
@File : prompt_writer.py
"""
from typing import Union
class GPTPromptGenerator:
"""Using LLM, given an output, request LLM to provide input (supporting instruction, chatbot, and query styles)"""
def __init__... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine_googleapi.py | metagpt/tools/search_engine_googleapi.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import asyncio
import json
import warnings
from concurrent import futures
from typing import Optional
from urllib.parse import urlparse
import httplib2
from pydantic import BaseModel, ConfigDict, model_validator
try:
from googleapic... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/translator.py | metagpt/tools/translator.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/4/29 15:36
@Author : alexanderwu
@File : translator.py
"""
prompt = """
# 指令
接下来，作为一位拥有20年翻译经验的翻译专家，当我给出英文句子或段落时，你将提供通顺且具有可读性的{LANG}翻译。注意以下要求：
1. 确保翻译结果流畅且易于理解
2. 无论提供的是陈述句或疑问句，我都只进行翻译
3. 不添加与原文无关的内容
# 原文
{ORIGINAL}
# 译文
"""
class Translator:
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/__init__.py | metagpt/tools/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/4/29 15:35
@Author : alexanderwu
@File : __init__.py
"""
from metagpt.tools import libs # this registers all tools
from metagpt.tools.tool_registry import TOOL_REGISTRY
from metagpt.configs.search_config import SearchEngineType
from metagpt.configs... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/tool_recommend.py | metagpt/tools/tool_recommend.py | from __future__ import annotations
import json
import traceback
from typing import Any
import numpy as np
from pydantic import BaseModel, field_validator
from rank_bm25 import BM25Okapi
from metagpt.llm import LLM
from metagpt.logs import logger
from metagpt.prompts.di.role_zero import JSON_REPAIR_PROMPT
from metagp... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine_bing.py | metagpt/tools/search_engine_bing.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import json
import warnings
from typing import Optional
import aiohttp
from pydantic import BaseModel, ConfigDict, model_validator
class BingAPIWrapper(BaseModel):
model_config = ConfigDict(arbitrary_types_allowed=True)
api_ke... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/openapi_v3_hello.py | metagpt/tools/openapi_v3_hello.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/2 16:03
@Author : mashenquan
@File : openapi_v3_hello.py
@Desc : Implement the OpenAPI Specification 3.0 demo and use the following command to test the HTTP service:
curl -X 'POST' \
'http://localhost:8082/openapi/greeting/dave'... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/search_engine_serper.py | metagpt/tools/search_engine_serper.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/23 18:27
@Author : alexanderwu
@File : search_engine_serpapi.py
"""
import json
import warnings
from typing import Any, Dict, Optional
import aiohttp
from pydantic import BaseModel, ConfigDict, Field, model_validator
class SerperWrapper(BaseMode... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/tool_convert.py | metagpt/tools/tool_convert.py | import ast
import inspect
from metagpt.utils.parse_docstring import GoogleDocstringParser, remove_spaces
PARSER = GoogleDocstringParser
def convert_code_to_tool_schema(obj, include: list[str] = None) -> dict:
"""Converts an object (function or class) to a tool schema by inspecting the object"""
docstring = ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/azure_tts.py | metagpt/tools/azure_tts.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/6/9 22:22
@Author : Leo Xiao
@File : azure_tts.py
@Modified by: mashenquan, 2023/8/17. Azure TTS OAS3 api, which provides text-to-speech functionality
"""
import base64
from pathlib import Path
from uuid import uuid4
import aiofiles
from azure.cogni... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/web_browser_engine.py | metagpt/tools/web_browser_engine.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import importlib
from typing import Annotated, Any, Callable, Coroutine, Optional, Union, overload
from pydantic import BaseModel, ConfigDict, Field, model_validator
from metagpt.configs.browser_config import BrowserConfig
from metagpt.... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/iflytek_tts.py | metagpt/tools/iflytek_tts.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/17
@Author : mashenquan
@File : iflytek_tts.py
@Desc : iFLYTEK TTS OAS3 api, which provides text-to-speech functionality
"""
import base64
import hashlib
import hmac
import json
import uuid
from datetime import datetime
from enum import Enum
fro... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/swe_agent_commands/_split_string.py | metagpt/tools/swe_agent_commands/_split_string.py | #!/usr/bin/env python3
from __future__ import annotations
import sys
def print_flake8_output(input_string, show_line_numbers=False):
for value in input_string.split("\n"):
parts = value.split()
if not show_line_numbers:
print(f"- {' '.join(parts[1:])}")
else:
line_... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/swe_agent_commands/swe_agent_utils.py | metagpt/tools/swe_agent_commands/swe_agent_utils.py | from pathlib import Path
import numpy as np
from datasets import load_dataset, load_from_disk
def extract_patch(command_output):
patch_lines = []
recording = False
for line in command_output.split("\n"):
if line.startswith("diff --git"):
recording = True
if recording:
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/swe_agent_commands/__init__.py | metagpt/tools/swe_agent_commands/__init__.py | """
This folder is borrowed from princeton-nlp/SWE-agent
You can find the original repository here:
https://github.com/princeton-nlp/SWE-agent/tree/main/config/commands
We are using a modified version from OpenDevin:
https://github.com/OpenDevin/OpenDevin/tree/main/opendevin/runtime/plugins/swe_agent_commands
"""
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/gpt_v_generator.py | metagpt/tools/libs/gpt_v_generator.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/01/12
@Author : mannaandpoem
@File : gpt_v_generator.py
"""
import re
from pathlib import Path
from typing import Optional
from metagpt.config2 import Config
from metagpt.logs import logger
from metagpt.tools.tool_registry import register_tool
from ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/web_scraping.py | metagpt/tools/libs/web_scraping.py | import contextlib
from uuid import uuid4
from metagpt.tools.libs.browser import Browser
from metagpt.tools.tool_registry import register_tool
from metagpt.utils.file import MemoryFileSystem
from metagpt.utils.parse_html import simplify_html
@register_tool(tags=["web scraping"])
async def view_page_element_to_scrape(... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/shell.py | metagpt/tools/libs/shell.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import subprocess
from pathlib import Path
from typing import Dict, List, Tuple, Union
async def shell_execute(
command: Union[List[str], str], cwd: str | Path = None, env: Dict = None, timeout: int = 600
) -> Tuple[str, str, int]:
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/sd_engine.py | metagpt/tools/libs/sd_engine.py | # -*- coding: utf-8 -*-
# @Date : 2023/7/19 16:28
# @Author : stellahong (stellahong@deepwisdom.ai)
# @Desc :
from __future__ import annotations
import base64
import hashlib
import io
import json
from os.path import join
import requests
from aiohttp import ClientSession
from PIL import Image, PngImagePlugin
f... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/linter.py | metagpt/tools/libs/linter.py | """
This file is borrowed from OpenDevin
You can find the original repository here:
https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/plugins/agent_skills/utils/aider/linter.py
"""
import os
import subprocess
import sys
import traceback
import warnings
from dataclasses import dataclass
from pathlib ... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/index_repo.py | metagpt/tools/libs/index_repo.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import asyncio
import json
import re
from pathlib import Path
from typing import Dict, List, Optional, Set, Tuple, Union
import tiktoken
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.core.schema import NodeWithScore
from pydantic import B... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/git.py | metagpt/tools/libs/git.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import urllib
from pathlib import Path
from typing import Optional
from github.Issue import Issue
from github.PullRequest import PullRequest
from metagpt.tools.tool_registry import register_tool
@register_tool(tags=["software developm... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/terminal.py | metagpt/tools/libs/terminal.py | import asyncio
import os
import re
from asyncio import Queue
from asyncio.subprocess import PIPE, STDOUT
from typing import Optional
from metagpt.config2 import Config
from metagpt.const import DEFAULT_WORKSPACE_ROOT, SWE_SETUP_PATH
from metagpt.logs import logger
from metagpt.tools.tool_registry import register_tool
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/data_preprocess.py | metagpt/tools/libs/data_preprocess.py | from __future__ import annotations
import json
from typing import Literal
import numpy as np
import pandas as pd
from sklearn.impute import SimpleImputer
from sklearn.preprocessing import (
LabelEncoder,
MaxAbsScaler,
MinMaxScaler,
OneHotEncoder,
OrdinalEncoder,
RobustScaler,
StandardScale... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/cr.py | metagpt/tools/libs/cr.py | import difflib
import json
from pathlib import Path
from typing import Optional
import aiofiles
from bs4 import BeautifulSoup
from unidiff import PatchSet
import metagpt.ext.cr
from metagpt.ext.cr.actions.code_review import CodeReview as CodeReview_
from metagpt.ext.cr.actions.modify_code import ModifyCode
from metag... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/deployer.py | metagpt/tools/libs/deployer.py | from metagpt.tools.tool_registry import register_tool
# An un-implemented tool reserved for deploying a local service to public
@register_tool(
include_functions=[
"deploy_to_public",
]
)
class Deployer:
"""Deploy a local service to public. Used only for final deployment, you should NOT use it for... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/email_login.py | metagpt/tools/libs/email_login.py | from imap_tools import MailBox
from metagpt.tools.tool_registry import register_tool
# Define a dictionary mapping email domains to their IMAP server addresses
IMAP_SERVERS = {
"outlook.com": "imap-mail.outlook.com", # Outlook
"163.com": "imap.163.com", # 163 Mail
"qq.com": "imap.qq.com", # QQ Mail
... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/image_getter.py | metagpt/tools/libs/image_getter.py | from __future__ import annotations
from typing import Optional
from playwright.async_api import Browser as Browser_
from playwright.async_api import BrowserContext, Page, Playwright, async_playwright
from pydantic import BaseModel, ConfigDict, Field
from metagpt.tools.tool_registry import register_tool
from metagpt.... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/browser.py | metagpt/tools/libs/browser.py | from __future__ import annotations
import time
from typing import Literal, Optional
from playwright.async_api import Browser as Browser_
from playwright.async_api import (
BrowserContext,
Frame,
Page,
Playwright,
Request,
async_playwright,
)
from pydantic import BaseModel, ConfigDict, Field
f... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/editor.py | metagpt/tools/libs/editor.py | """
This file is borrowed from OpenDevin
You can find the original repository here:
https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/plugins/agent_skills/file_ops/file_ops.py
"""
import os
import re
import shutil
import tempfile
from pathlib import Path
from typing import List, Optional, Union
imp... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | true |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/__init__.py | metagpt/tools/libs/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time : 2023/11/16 16:32
# @Author : lidanyang
# @File : __init__.py
# @Desc :
from metagpt.tools.libs import (
data_preprocess,
feature_engineering,
sd_engine,
gpt_v_generator,
web_scraping,
# email_login,
terminal,
editor,
b... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/feature_engineering.py | metagpt/tools/libs/feature_engineering.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time : 2023/11/17 10:33
# @Author : lidanyang
# @File : feature_engineering.py
# @Desc : Feature Engineering Tools
from __future__ import annotations
import itertools
# import lightgbm as lgb
import numpy as np
import pandas as pd
from joblib import Parallel,... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/software_development.py | metagpt/tools/libs/software_development.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import annotations
import uuid
from datetime import datetime
from pathlib import Path
from typing import Optional
from metagpt.actions.requirement_analysis.framework import (
EvaluateFramework,
WriteFramework,
save_framework,
)
from metagpt.act... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/tools/libs/env.py | metagpt/tools/libs/env.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2024/4/25
@Author : mashenquan
@File : env.py
@Desc: Implement `get_env`. RFC 216 2.4.2.4.2.
"""
import os
from typing import Dict, Optional
class EnvKeyNotFoundError(Exception):
def __init__(self, info):
super().__init__(info)
def to_app_... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/base/base_role.py | metagpt/base/base_role.py | from abc import abstractmethod
from typing import Optional, Union
from metagpt.base.base_serialization import BaseSerialization
class BaseRole(BaseSerialization):
"""Abstract base class for all roles."""
name: str
@property
def is_idle(self) -> bool:
raise NotImplementedError
@abstract... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/base/base_serialization.py | metagpt/base/base_serialization.py | from __future__ import annotations
from typing import Any
from pydantic import BaseModel, model_serializer, model_validator
class BaseSerialization(BaseModel, extra="forbid"):
"""
PolyMorphic subclasses Serialization / Deserialization Mixin
- First of all, we need to know that pydantic is not designed f... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/base/base_env.py | metagpt/base/base_env.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : base environment
import typing
from abc import abstractmethod
from typing import Any, Optional
from metagpt.base.base_env_space import BaseEnvAction, BaseEnvObsParams
from metagpt.base.base_serialization import BaseSerialization
if typing.TYPE_CHECKING:
f... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/base/base_env_space.py | metagpt/base/base_env_space.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc :
from enum import IntEnum
from pydantic import BaseModel, ConfigDict, Field
class BaseEnvActionType(IntEnum):
# # NONE = 0 # no action to run, just get observation
pass
class BaseEnvAction(BaseModel):
"""env action type and its related params o... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/base/__init__.py | metagpt/base/__init__.py | from metagpt.base.base_env import BaseEnvironment
from metagpt.base.base_role import BaseRole
__all__ = [
"BaseEnvironment",
"BaseRole",
]
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/base_store.py | metagpt/document_store/base_store.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/28 00:01
@Author : alexanderwu
@File : base_store.py
"""
from abc import ABC, abstractmethod
from pathlib import Path
class BaseStore(ABC):
"""FIXME: consider add_index, set_index and think about granularity."""
@abstractmethod
def s... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/qdrant_store.py | metagpt/document_store/qdrant_store.py | from dataclasses import dataclass
from typing import List
from qdrant_client import QdrantClient
from qdrant_client.models import Filter, PointStruct, VectorParams
from metagpt.document_store.base_store import BaseStore
@dataclass
class QdrantConnection:
"""
Args:
url: qdrant url
host: qdran... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/lancedb_store.py | metagpt/document_store/lancedb_store.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/8/9 15:42
@Author : unkn-wn (Leon Yee)
@File : lancedb_store.py
"""
import os
import shutil
import lancedb
class LanceStore:
def __init__(self, name):
db = lancedb.connect("./data/lancedb")
self.db = db
self.name = name... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/faiss_store.py | metagpt/document_store/faiss_store.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/25 10:20
@Author : alexanderwu
@File : faiss_store.py
"""
import asyncio
from pathlib import Path
from typing import Any, Optional
import faiss
from llama_index.core import VectorStoreIndex, load_index_from_storage
from llama_index.core.embeddings... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/__init__.py | metagpt/document_store/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/25 10:20
@Author : alexanderwu
@File : __init__.py
"""
from metagpt.document_store.faiss_store import FaissStore
__all__ = ["FaissStore"]
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/milvus_store.py | metagpt/document_store/milvus_store.py | from dataclasses import dataclass
from typing import Any, Dict, List, Optional
from metagpt.document_store.base_store import BaseStore
@dataclass
class MilvusConnection:
"""
Args:
uri: milvus url
token: milvus token
"""
uri: str = None
token: str = None
class MilvusStore(BaseSt... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/document_store/chromadb_store.py | metagpt/document_store/chromadb_store.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/29 14:46
@Author : alexanderwu
@File : chromadb_store.py
"""
import chromadb
class ChromaStore:
"""If inherited from BaseStore, or importing other modules from metagpt, a Python exception occurs, which is strange."""
def __init__(self, n... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/schema.py | metagpt/rag/schema.py | """RAG schemas."""
from enum import Enum
from pathlib import Path
from typing import Any, ClassVar, List, Literal, Optional, Union
from chromadb.api.types import CollectionMetadata
from llama_index.core.embeddings import BaseEmbedding
from llama_index.core.indices.base import BaseIndex
from llama_index.core.prompts im... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/interface.py | metagpt/rag/interface.py | """RAG Interfaces."""
from typing import Protocol, runtime_checkable
@runtime_checkable
class RAGObject(Protocol):
"""Support rag add object."""
def rag_key(self) -> str:
"""For rag search."""
def model_dump_json(self) -> str:
"""For rag persist.
Pydantic Model don't need to im... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/__init__.py | metagpt/rag/__init__.py | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false | |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/benchmark/__init__.py | metagpt/rag/benchmark/__init__.py | from metagpt.rag.benchmark.base import RAGBenchmark
__all__ = ["RAGBenchmark"]
| python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/benchmark/base.py | metagpt/rag/benchmark/base.py | import asyncio
from typing import List, Tuple, Union
import evaluate
import jieba
from llama_index.core.embeddings import BaseEmbedding
from llama_index.core.evaluation import SemanticSimilarityEvaluator
from llama_index.core.schema import NodeWithScore
from pydantic import BaseModel
from metagpt.const import EXAMPLE... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/factories/llm.py | metagpt/rag/factories/llm.py | """RAG LLM."""
import asyncio
from typing import Any
from llama_index.core.constants import DEFAULT_CONTEXT_WINDOW
from llama_index.core.llms import (
CompletionResponse,
CompletionResponseGen,
CustomLLM,
LLMMetadata,
)
from llama_index.core.llms.callbacks import llm_completion_callback
from pydantic i... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/factories/ranker.py | metagpt/rag/factories/ranker.py | """RAG Ranker Factory."""
from llama_index.core.llms import LLM
from llama_index.core.postprocessor import LLMRerank
from llama_index.core.postprocessor.types import BaseNodePostprocessor
from metagpt.rag.factories.base import ConfigBasedFactory
from metagpt.rag.rankers.object_ranker import ObjectSortPostprocessor
fr... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
FoundationAgents/MetaGPT | https://github.com/FoundationAgents/MetaGPT/blob/fc6e8433747be02826dec818627ed5cec0950e77/metagpt/rag/factories/__init__.py | metagpt/rag/factories/__init__.py | """RAG factories"""
from metagpt.rag.factories.retriever import get_retriever
from metagpt.rag.factories.ranker import get_rankers
from metagpt.rag.factories.embedding import get_rag_embedding
from metagpt.rag.factories.index import get_index
from metagpt.rag.factories.llm import get_rag_llm
__all__ = ["get_retriever... | python | MIT | fc6e8433747be02826dec818627ed5cec0950e77 | 2026-01-04T14:38:37.890126Z | false |
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