├── aipm ├── py.typed ├── __init__.py ├── tools │ ├── __init__.py │ └── jira.py ├── cli │ ├── __init__.py │ └── main.py ├── enum.py ├── agent.py ├── api_wrapper.py ├── param.py ├── toolkit.py └── prompt.py ├── format.sh ├── requirements.txt ├── README.md ├── pyproject.toml ├── .gitignore ├── LICENSE └── poetry.lock /aipm/py.typed: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /aipm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /aipm/tools/__init__.py: -------------------------------------------------------------------------------- 1 | """Tools.""" 2 | -------------------------------------------------------------------------------- /format.sh: -------------------------------------------------------------------------------- 1 | isort --settings-path pyproject.toml aipm 2 | black --config pyproject.toml aipm 3 | -------------------------------------------------------------------------------- /aipm/cli/__init__.py: -------------------------------------------------------------------------------- 1 | """CLI.""" 2 | 3 | from __future__ import annotations 4 | 5 | from aipm.cli.main import app 6 | 7 | __all__ = ["app"] 8 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | atlassian-python-api==3.41.13 2 | langchain==0.2.1 3 | langchain-community==0.2.1 4 | langchain-core==0.2.3 5 | langchain-openai==0.1.8 6 | typer==0.12.3 7 | -------------------------------------------------------------------------------- /aipm/enum.py: -------------------------------------------------------------------------------- 1 | """Enums.""" 2 | 3 | import enum 4 | 5 | class AgentMode(enum.Enum): 6 | """Agent modes.""" 7 | 8 | PLANNING = "PLANNING" 9 | STANDUP = "STANDUP" 10 | -------------------------------------------------------------------------------- /aipm/cli/main.py: -------------------------------------------------------------------------------- 1 | """AI PM CLI.""" 2 | 3 | from __future__ import annotations 4 | 5 | import typer 6 | from langchain.agents import AgentExecutor 7 | from langchain_core.messages import AIMessage, HumanMessage 8 | 9 | from aipm.agent import AgentMode, get_agent 10 | 11 | 12 | app = typer.Typer( 13 | no_args_is_help=True, 14 | context_settings={"help_option_names": ["-h", "--help"]}, 15 | add_completion=True, 16 | pretty_exceptions_enable=False, 17 | ) 18 | 19 | 20 | def _run_qa_pipeline(agent_executor: AgentExecutor) -> None: 21 | history = [] 22 | while True: 23 | user_input = typer.prompt("🧑") 24 | answer = agent_executor.invoke({"input": user_input, "chat_history": history}) 25 | typer.secho(f"🤖: {answer['output']}", fg=typer.colors.GREEN) 26 | history.append(HumanMessage(content=user_input)) 27 | history.append(AIMessage(content=answer["output"])) 28 | 29 | 30 | @app.command() 31 | def planning(verbose: bool = typer.Option(False)): 32 | agent_executor = get_agent(AgentMode.PLANNING, verbose=verbose) 33 | _run_qa_pipeline(agent_executor) 34 | 35 | 36 | @app.command() 37 | def standup(verbose: bool = typer.Option(False)): 38 | agent_executor = get_agent(AgentMode.STANDUP, verbose=verbose) 39 | _run_qa_pipeline(agent_executor) 40 | -------------------------------------------------------------------------------- /aipm/agent.py: -------------------------------------------------------------------------------- 1 | """Jira agent.""" 2 | 3 | from __future__ import annotations 4 | 5 | from langchain import hub 6 | from langchain.agents import AgentExecutor, create_openai_tools_agent 7 | from langchain_community.agent_toolkits import SlackToolkit 8 | from langchain_openai.chat_models import ChatOpenAI 9 | 10 | from aipm.api_wrapper import AtlassianAPIWrapper 11 | from aipm.enum import AgentMode 12 | from aipm.prompt import DAILY_STANDUP_SYSTEM_PROMPT, PLANNING_SYSTEM_PROMPT 13 | from aipm.toolkit import CustomJiraToolkit 14 | 15 | llm = ChatOpenAI(temperature=0) 16 | atlassian_api = AtlassianAPIWrapper() 17 | atlassian_toolkit = CustomJiraToolkit.from_jira_api_wrapper(atlassian_api) 18 | slack_toolkit = SlackToolkit() 19 | 20 | 21 | PROMPT_TEMPLATE_MAP = { 22 | AgentMode.PLANNING: PLANNING_SYSTEM_PROMPT, 23 | AgentMode.STANDUP: DAILY_STANDUP_SYSTEM_PROMPT, 24 | } 25 | 26 | 27 | def get_agent(mode: AgentMode, verbose: bool = False) -> AgentExecutor: 28 | prompt = hub.pull("hwchase17/openai-tools-agent") 29 | 30 | try: 31 | prompt.messages[0].prompt.template = PROMPT_TEMPLATE_MAP[mode] 32 | except KeyError as e: 33 | raise ValueError("Invalid agent mode is provided.") from e 34 | 35 | tools = [ 36 | *atlassian_toolkit.get_tools(), 37 | *slack_toolkit.get_tools(), 38 | ] 39 | 40 | agent = create_openai_tools_agent(llm, tools, prompt) 41 | return AgentExecutor(agent=agent, tools=tools, verbose=verbose) 42 | -------------------------------------------------------------------------------- /aipm/api_wrapper.py: -------------------------------------------------------------------------------- 1 | """Jira API Wrapper""" 2 | 3 | from __future__ import annotations 4 | 5 | from langchain_community.utilities.jira import JiraAPIWrapper 6 | 7 | 8 | class AtlassianAPIWrapper(JiraAPIWrapper): 9 | 10 | def get_issue_transitions(self, query: str) -> str: 11 | try: 12 | import json 13 | except ImportError: 14 | raise ImportError( 15 | "json is not installed. Please install it with `pip install json`." 16 | ) 17 | 18 | params = json.loads(query) 19 | return self.jira.get_issue_transitions(**params) 20 | 21 | def issue_transition(self, query: str) -> str: 22 | try: 23 | import json 24 | except ImportError: 25 | raise ImportError( 26 | "json is not installed. Please install it with `pip install json`." 27 | ) 28 | 29 | params = json.loads(query) 30 | return self.jira.set_issue_status(**params) 31 | 32 | def run(self, mode: str, query: str) -> str: 33 | if mode == "jql": 34 | return self.search(query) 35 | elif mode == "get_projects": 36 | return self.project() 37 | elif mode == "create_issue": 38 | return self.issue_create(query) 39 | elif mode == "other": 40 | return self.other(query) 41 | elif mode == "create_page": 42 | return self.page_create(query) 43 | elif mode == "issue_transition": 44 | return self.issue_transition(query) 45 | else: 46 | raise ValueError(f"Got unexpected mode {mode}") 47 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # AI PM 2 | 3 | Meet AI PM, your expert AI Project Manager. It automates Jira issue creation from conversations and tracks sprint progress, revolutionizing your team's agile workflow and daily stand-up meetings. 4 | 5 | In agile development, effective project management is crucial for success. We noticed that many teams struggle with organizing daily stand-ups and managing tasks efficiently. This inspired us to create AI PM, an intelligent project manager that seamlessly integrates with Jira to enhance productivity and streamline the agile process. 6 | 7 | AI PM automates the creation of Jira issues based on team conversations, ensuring that no task is overlooked. It also tracks the progress of sprints by managing daily stand-up meetings, providing real-time updates and insights to keep the team on track and focused on their goals. 8 | 9 | ## Installation 10 | 11 | ```sh 12 | poetry install 13 | ``` 14 | 15 | or 16 | 17 | ```sh 18 | pip install -e . 19 | ``` 20 | 21 | ## Prerequisites 22 | 23 | You need to set the following environment variables: 24 | 25 | - `JIRA_API_TOKEN`: Jira API token. Visit [Security page](https://id.atlassian.com/manage-profile/security) to manage your API token. 26 | - `JIRA_USERNAME`: Jira email address. 27 | - `JIRA_INSTANCE_URL`: Jira instance URL (e.g., "https://friendli.atlassian.net") 28 | - `OPENAI_API_KEY`: OpenAI API key. 29 | 30 | ## Usage 31 | 32 | ### Sprint Planning 33 | 34 | ```sh 35 | aipm planning 36 | ``` 37 | 38 | 39 | 40 | ### Daily Standup 41 | 42 | ```sh 43 | aipm standup 44 | ``` 45 | 46 | 47 | -------------------------------------------------------------------------------- /aipm/param.py: -------------------------------------------------------------------------------- 1 | """Tool params.""" 2 | 3 | from __future__ import annotations 4 | 5 | from langchain_core.pydantic_v1 import BaseModel, Field 6 | 7 | 8 | class JqlParam(BaseModel): 9 | """JQL parameters.""" 10 | 11 | query: str = Field(..., description="JQL query.") 12 | 13 | 14 | class ProjectParam(BaseModel): 15 | """Schema for operations that require a Project key as input.""" 16 | 17 | key: str = Field(..., description="The key of Jira project.") 18 | 19 | 20 | class IssueTypeParam(BaseModel): 21 | """Schema for operations that require an IssueType as input.""" 22 | 23 | name: str = Field( 24 | ..., 25 | description="The name of issue type. For example, Epic, Story, Task, and Bug.", 26 | ) 27 | 28 | 29 | class IssueParam(BaseModel): 30 | """Schema for operations that require a Issue key as input.""" 31 | 32 | key: str = Field(..., description="The key of Jira issue.") 33 | 34 | 35 | class TransitionParam(BaseModel): 36 | """Schema for operations that require a Transition name as input.""" 37 | 38 | to: str = Field(..., description='The "to" status of Jira transition.') 39 | 40 | 41 | class GetIssueTransitionsParam(BaseModel): 42 | """Schema for operations that get issue transition""" 43 | 44 | issue: IssueParam 45 | 46 | 47 | class IssueTransitionParam(BaseModel): 48 | """Schema for operations that post issue transition""" 49 | 50 | issue: IssueParam 51 | transition: TransitionParam 52 | 53 | 54 | class CreateIssueParam(BaseModel): 55 | """Schema for operations that require task summary, project, and issuetype as input.""" 56 | 57 | project: ProjectParam 58 | issuetype: IssueTypeParam 59 | summary: str = Field(..., description="The description of task.") 60 | 61 | 62 | class CreatePageParam(BaseModel): 63 | """Schema of API to create issue.""" 64 | 65 | title: str = Field(..., description="The page title.") 66 | body: str = Field(..., description="The content body of the page.") 67 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "aipm" 3 | version = "0.0.1" 4 | description = "AI Project Manager" 5 | license = "Apache-2.0" 6 | authors = ["Taebum Kim ", "Yunmo Koo "] 7 | packages = [ 8 | { include = "aipm" }, 9 | ] 10 | include = ["aipm/py.typed"] 11 | readme = "README.md" 12 | repository = "https://github.com/friendliai/aipm" 13 | keywords = ["generative-ai", "agent", "llm", "pm"] 14 | 15 | [tool.poetry.scripts] 16 | aipm = "aipm.cli:app" 17 | 18 | [build-system] 19 | requires = ["poetry-core>=1.7.1"] 20 | build-backend = "poetry.core.masonry.api" 21 | 22 | # [[tool.poetry.source]] 23 | # name = "PyPI" 24 | # priority = "primary" 25 | 26 | [tool.poetry.dependencies] 27 | python = "^3.8.1" 28 | atlassian-python-api = "3.41.13" 29 | langchain = "^0.2.2" 30 | langchain-community = "^0.2.2" 31 | langchain-core = "^0.2.4" 32 | langchain-openai = "^0.1.8" 33 | typer = "^0.12.3" 34 | 35 | [tool.isort] 36 | profile = "black" 37 | known_local_folder = ["tests"] 38 | append_only = true 39 | add_imports = ["from __future__ import annotations"] 40 | 41 | [tool.black] 42 | line-length = 88 43 | target-version = ["py39"] 44 | 45 | [tool.pydocstyle] 46 | convention = "google" 47 | inherit = false 48 | ignore-decorators = "overload" 49 | 50 | [tool.pylint."messages control"] 51 | disable = [ 52 | "invalid-name", 53 | "missing-class-docstring", 54 | "too-few-public-methods", 55 | "W0511", 56 | "E0213", 57 | "missing-function-docstring", 58 | "no-self-argument", 59 | "deprecated-method", 60 | "unsubscriptable-object", 61 | "consider-using-set-comprehension", 62 | "redefined-outer-name" 63 | ] 64 | extension-pkg-whitelist = "pydantic" 65 | 66 | [tool.pylint.check] 67 | ignored-classes = "Depends" 68 | ignore-patterns = ".+_pb2.py" 69 | 70 | [tool.pylint.design] 71 | max-args = 7 72 | max-parents = 15 73 | 74 | [tool.pylint.similarities] 75 | min-similarity-lines = 4 76 | ignore-signatures = "yes" 77 | ignore-comments = "yes" 78 | ignore-docstrings = "yes" 79 | ignore-imports = "yes" 80 | 81 | [tool.mypy] 82 | exclude = [ 83 | "^.*\\.pyi$", 84 | "^.*_pb2\\.py$" 85 | ] 86 | -------------------------------------------------------------------------------- /aipm/toolkit.py: -------------------------------------------------------------------------------- 1 | """Jira tools.""" 2 | 3 | from __future__ import annotations 4 | 5 | from langchain_community.agent_toolkits.jira.toolkit import JiraToolkit 6 | from langchain_community.tools.jira.prompt import ( 7 | JIRA_GET_ALL_PROJECTS_PROMPT, 8 | JIRA_ISSUE_CREATE_PROMPT, 9 | JIRA_JQL_PROMPT, 10 | ) 11 | from langchain_community.utilities.jira import JiraAPIWrapper 12 | from langchain_core.pydantic_v1 import BaseModel 13 | 14 | from aipm.tools.jira import ( 15 | CreateIssueJiraTool, 16 | CreatePageTool, 17 | GetIssueTransitionsTool, 18 | GetProjectsJiraTool, 19 | IssueTransitionTool, 20 | JqlJiraTool, 21 | ) 22 | from aipm.param import ( 23 | CreateIssueParam, 24 | CreatePageParam, 25 | GetIssueTransitionsParam, 26 | IssueTransitionParam, 27 | JqlParam, 28 | ) 29 | from aipm.prompt import ( 30 | CONFLUENCE_CREATE_ISSUE_PROMPT, 31 | JIRA_GET_ISSUE_TRANSITIONS_PROMPT, 32 | JIRA_ISSUE_TRANSITIONS_PROMPT, 33 | ) 34 | 35 | 36 | class CustomJiraToolkit(JiraToolkit): 37 | """Custom jira toolkit for OpenAI tool calling.""" 38 | 39 | @classmethod 40 | def from_jira_api_wrapper(cls, jira_api_wrapper: JiraAPIWrapper) -> JiraToolkit: 41 | tools = [ 42 | JqlJiraTool( 43 | mode="jql", 44 | name="jql_query", 45 | description=JIRA_JQL_PROMPT, 46 | args_schema=JqlParam, 47 | ), 48 | CreateIssueJiraTool( 49 | mode="create_issue", 50 | name="create_issue", 51 | description=JIRA_ISSUE_CREATE_PROMPT, 52 | args_schema=CreateIssueParam, 53 | ), 54 | GetProjectsJiraTool( 55 | mode="get_projects", 56 | name="get_projects", 57 | description=JIRA_GET_ALL_PROJECTS_PROMPT, 58 | args_schema=BaseModel, 59 | ), 60 | IssueTransitionTool( 61 | mode="issue_transition", 62 | name="issue_transition", 63 | description=JIRA_ISSUE_TRANSITIONS_PROMPT, 64 | args_schema=IssueTransitionParam, 65 | ), 66 | GetIssueTransitionsTool( 67 | mode="get_issue_transitions", 68 | name="get_issue_transitions", 69 | description=JIRA_GET_ISSUE_TRANSITIONS_PROMPT, 70 | args_schema=GetIssueTransitionsParam, 71 | ), 72 | CreatePageTool( 73 | mode="create_page", 74 | name="create_page", 75 | description=CONFLUENCE_CREATE_ISSUE_PROMPT, 76 | args_schema=CreatePageParam, 77 | ) 78 | ] 79 | return cls(tools=tools) # type: ignore[arg-type] 80 | -------------------------------------------------------------------------------- /aipm/tools/jira.py: -------------------------------------------------------------------------------- 1 | """Jira tool.""" 2 | 3 | from __future__ import annotations 4 | 5 | import json 6 | from abc import abstractmethod 7 | from typing import Any, Optional, Type 8 | 9 | from langchain_core.pydantic_v1 import BaseModel, Field 10 | from langchain_core.tools import BaseTool 11 | 12 | from aipm.api_wrapper import AtlassianAPIWrapper 13 | from aipm.param import IssueParam, IssueTypeParam, ProjectParam, TransitionParam 14 | 15 | 16 | class JiraTool(BaseTool): 17 | """Tool that queries the Atlassian Jira API.""" 18 | 19 | api_wrapper: AtlassianAPIWrapper = Field(default_factory=AtlassianAPIWrapper) # type: ignore[arg-type] 20 | mode: str 21 | name: str = "" 22 | description: str = "" 23 | arg_schema: Optional[Type[BaseModel]] = None 24 | 25 | @abstractmethod 26 | def _run( 27 | self, 28 | *args: Any, 29 | **kwargs: Any, 30 | ) -> Any: ... 31 | 32 | 33 | class JqlJiraTool(JiraTool): 34 | """Tool to execute JQL query.""" 35 | 36 | def _run(self, query: str) -> str: 37 | return self.api_wrapper.search(query) 38 | 39 | 40 | class CreateIssueJiraTool(JiraTool): 41 | """Tool to create a new issue.""" 42 | 43 | def _run( 44 | self, project: ProjectParam, issuetype: IssueTypeParam, summary: str 45 | ) -> str: 46 | query_dict = { 47 | "summary": summary, 48 | "project": project.dict(), 49 | "issuetype": issuetype.dict(), 50 | } 51 | query = json.dumps(query_dict) 52 | return self.api_wrapper.issue_create(query) 53 | 54 | 55 | class GetProjectsJiraTool(JiraTool): 56 | """Action to get Jira projects.""" 57 | 58 | def _run(self) -> str: 59 | return self.api_wrapper.project() 60 | 61 | 62 | class GetIssueTransitionsTool(JiraTool): 63 | """Action to get Jira issue transitions.""" 64 | 65 | def _run(self, issue: IssueParam) -> str: 66 | query_dict = {"issue_key": issue.key} 67 | query = json.dumps(query_dict) 68 | return self.api_wrapper.get_issue_transitions(query) 69 | 70 | 71 | class IssueTransitionTool(JiraTool): 72 | """Action to post Jira issue transition.""" 73 | 74 | def _run(self, issue: IssueParam, transition: TransitionParam) -> str: 75 | query_dict = {"issue_key": issue.key, "status_name": transition.to} 76 | query = json.dumps(query_dict) 77 | return self.api_wrapper.issue_transition(query) 78 | 79 | 80 | class CreatePageTool(JiraTool): 81 | """Tool to create a new page in Confluece.""" 82 | 83 | def _run(self, title: str, body: str): 84 | query_dict = { 85 | "type": "page", 86 | "title": title, 87 | "space": "SD", 88 | "body":{ 89 | "storage": { 90 | "value": body, 91 | "representation": "storage", 92 | } 93 | }, 94 | } 95 | query = json.dumps(query_dict) 96 | return self.api_wrapper.page_create(query) 97 | -------------------------------------------------------------------------------- /aipm/prompt.py: -------------------------------------------------------------------------------- 1 | """Prompts.""" 2 | 3 | TOOL_ROUTING_PROMPT = """You are an expert SCRUM master specialized for Jira task management. 4 | Given user's question, you need to classify what is the type of question. 5 | The answer should be one of: 6 | 7 | * sprint_planning: The question is related to sprint planning to create a new issue. 8 | * daily_standup: The question is related to daily stand-up to check the task progress in daily basis. 9 | * none: The question is not related to any other types. 10 | 11 | Don't make verbose answer, and just say the type to use.. 12 | """ 13 | 14 | PLANNING_SYSTEM_PROMPT = """You are an expert SCRUM master specialized for Jira task management. 15 | At the beginning of the sprint, one of the teammates will inform you the tasks that should be done during the sprint. 16 | For each task, you have to create a JIRA issue using the `create_issue` tool. 17 | To create an issue, you must know the following arguments: 18 | 1. summary 19 | 2. project 20 | 3. issuetype 21 | If you cannot infer the proper value for any of these argument, ask more details for the missing information. 22 | For the 'project' argument, you can infer it by invoking `get_projects` tool. 23 | DON'T create an issue unless it is requested.""" 24 | 25 | DAILY_STANDUP_SYSTEM_PROMPT = """You are an expert SCRUM master specialized for Jira task management. 26 | You will manage a daily stand-up meeting that should be proceeded with as follows: 27 | [Step 1] Get all the unresolved tasks that does not have DONE status from the project. 28 | [Step 2] List up summaries of all unresolved tasks retrieved at [Step 1]. 29 | [Step 3] Ask the current status of the retrieved tasks one by one. The question should include the 'key' (e.g., PRJ-11), 'summary', and 'status' of the issue. 30 | [Step 4] Update the status based on the conversation. When you update the status, invoke `issue_transition` tool using 'issue', which was found before, and 'transition', which can be found by invoking `get_issue_transitions` tool. DON'T update the status if the status is the same as before. 31 | Repeat Step 1 to 4 until you cover all the unresolved tasks. 32 | 33 | NOTE: Followings are some common statuses that are typically used in many Jira setups: 34 | - To Do: The issue is acknowledged but work has not yet started. 35 | - In Progress: Work on the issue has begun. 36 | - In Review: The work is finished and the issue is under review before it can be closed. 37 | - Done: The work on the issue is complete, and it has passed all required checks. 38 | """ 39 | 40 | JIRA_ISSUE_TRANSITIONS_PROMPT = """ 41 | This tool is a wrapper around atlassian-python-api's Jira API. 42 | This tool performs an issue transition. 43 | The input to this tool are "issue" and "transition", and will be passed into atlassian-python-api's Jira `issue_transition` function. 44 | """ 45 | 46 | JIRA_GET_ISSUE_TRANSITIONS_PROMPT = """ 47 | This tool is a wrapper around atlassian-python-api's Jira API. 48 | This tool performs an retrieving issue transitions. 49 | The input to this tool is "issue_key", and will be passed into atlassian-python-api's Jira `get_issue_transitions` function. 50 | """ 51 | 52 | CONFLUENCE_CREATE_ISSUE_PROMPT = """ 53 | This tool is a wrapper around atlassian-python-api's Jira API. 54 | This tool create a new page with content in a specific space. 55 | The input to this tool are are "title" and "body". 56 | """ 57 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; 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