From 3bae233b220de37348eb24ea23c491ac98950252 Mon Sep 17 00:00:00 2001 From: Kamen Yotov Date: Sat, 21 Sep 2024 15:59:49 -0400 Subject: [PATCH] first cut --- .gitignore | 8 + .python-version | 1 + README.md | 1 + assistant.py | 203 ++++++++ pyproject.toml | 31 ++ server.py | 175 +++++++ slack.py | 23 + src/__init__.py | 0 src/db/__init__.py | 0 src/db/models.py | 39 ++ src/gmail/__init__.py | 0 src/gmail/client.py | 45 ++ src/gmail/models.py | 105 ++++ src/gpt/__init__.py | 0 src/gpt/gpt.py | 28 ++ src/slack/__init__.py | 0 src/slack/slack.py | 17 + uv.lock | 1102 +++++++++++++++++++++++++++++++++++++++++ 18 files changed, 1778 insertions(+) create mode 100644 .gitignore create mode 100644 .python-version create mode 100644 README.md create mode 100644 assistant.py create mode 100644 pyproject.toml create mode 100644 server.py create mode 100644 slack.py create mode 100644 src/__init__.py create mode 100644 src/db/__init__.py create mode 100644 src/db/models.py create mode 100644 src/gmail/__init__.py create mode 100644 src/gmail/client.py create mode 100644 src/gmail/models.py create mode 100644 src/gpt/__init__.py create mode 100644 src/gpt/gpt.py create mode 100644 src/slack/__init__.py create mode 100644 src/slack/slack.py create mode 100644 uv.lock diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..9291fde --- /dev/null +++ b/.gitignore @@ -0,0 +1,8 @@ +/*.json +/email_examples +__pycache__ +/maigic.db +/secrets.sh +/secret.sh +/secrets +/credentials.json \ No newline at end of file diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..e4fba21 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.12 diff --git a/README.md b/README.md new file mode 100644 index 0000000..c8de4d7 --- /dev/null +++ b/README.md @@ -0,0 +1 @@ +Collaboration doc for this initiative: https://docs.google.com/document/d/1duhM5Ufkq_doBnMvHo65S7cplmUJw4KqQvDRfZlmj7s/edit diff --git a/assistant.py b/assistant.py new file mode 100644 index 0000000..b0dc374 --- /dev/null +++ b/assistant.py @@ -0,0 +1,203 @@ +import json +from pprint import pformat +from typing import Any +from src.db.models import DB, Chat, Item, ItemType +from src.gmail.client import Gmail +from src.gmail.models import GMailMessage +import logging + +from src.gpt.gpt import GPT, Line, Role +from pydantic import BaseModel + +LOGGER = logging.getLogger(__file__) + + +GMAIL_PRIMER = Line( + role=Role.SYSTEM, + # FIXME: this content needs to be tailored to the custome + content=""" + I am Kamen Yotov. + My emails are kamen@yotov.org, kyotov@gmail.com, ky12@nyu.edu. + + When I first receive an email, I want you to analyze it respond with the analysis in json as follows: + + * "author" + * "time_received" in iso format + * "categories" + ** "urgent": bool + ** "important": bool + ** "spam": bool + * "summary" : summary of the content + * "action": proposed next action + + Then answer my follow up questions in markdown supported by slack api. + """, +) + + +class ItemKey(BaseModel): + type: ItemType + id: str + + @classmethod + def from_item(cls, item: Item) -> "ItemKey": + return ItemKey(type=item.type, id=item.id) + + +class Conversation: + def __init__(self, db: DB, gpt: GPT, item_key: ItemKey) -> None: + self.db = db + self.gpt = gpt + self.item_key = item_key + + self.item = ( + db.session.query(Item) + .where((Item.type == item_key.type) & (Item.id == item_key.id)) + .one() + ) + + self.thread = list( + db.session.query(Chat) + .where((Chat.type == item_key.type) & (Chat.id == item_key.id)) + .order_by(Chat.seq) + .all() + ) + + def primer_lines(self) -> list[Line]: + return [ + GMAIL_PRIMER, + Line(role=Role.USER, content=self.item.content), + ] + + def handle_user_reply(self, message: str = "") -> str: + lines = self.primer_lines() + [ + Line(role=x.role, content=x.content) for x in self.thread + ] + + if len(lines) == 2: # this conversation has not started yet! + assert message == "" # there is no message by user yet! + else: + assert len(lines) >= 3, lines # there should be at least 1 reply ... + assert lines[-1].role == Role.ASSISTANT # ... by the assistant + + assert message + lines.append(Line(role=Role.USER, content=message)) + + r = self.gpt.complete(lines) + + # TODO: this is where we need to differentiate if it is a tool/function call... + # for now assert it is not! + assert len(r.choices) == 1 + choice = r.choices[0] + assert choice.finish_reason == "stop" + result = choice.message.content + assert result + + self.db.session.add( + Chat( + type=self.item.type, + id=self.item.id, + role=Role.USER, + content=message, + ) + ) + self.db.session.add( + Chat( + type=self.item.type, + id=self.item.id, + role=Role.ASSISTANT, + content=result, + ) + ) + self.db.session.commit() + + return result + + +class Assistant: + def __init__(self) -> None: + # self.db = DB() + # self.gpt = GPT() + pass + + def fetch_emails(self) -> int: + try: + gmail = Gmail() + db = DB() + new_count = 0 + # TODO(kamen): figure out how to query for new emails only? + # maybe based on date of the last email we know about? + # just ask for emails that are newer than that date? + for message in gmail.query(): + if ( + found := db.session.query(Item) + .where((Item.type == ItemType.gmail) & (Item.id == message["id"])) + .first() + ): + LOGGER.debug("skipping %s already in database", found.id) + else: + mm = gmail.get_message(message["id"]) + m = GMailMessage(mm) + db.session.add( + Item(type=ItemType.gmail, id=mm["id"], content=m.as_md()) + ) + db.session.commit() + LOGGER.debug("added %s to database", mm["id"]) + new_count += 1 + return new_count + except Exception: + LOGGER.exception("fetch_emails failed") + raise + + def handle_one(self) -> dict[str, Any]: + try: + db = DB() + gpt = GPT() + + if ( + new_item := db.session.query(Item) + .where(Item.slack_thread.is_(None)) + .first() + ): + convo = Conversation(db, gpt, ItemKey.from_item(new_item)) + + LOGGER.info("handling %s", new_item.id) + + result = convo.handle_user_reply() + result = result.removeprefix("```json").removesuffix("```") + result = json.loads(result) + result["id"] = new_item.id + + LOGGER.info(pformat(result)) + return result + except: + LOGGER.exception("") + raise + + def handle_reply(self, thread_ts: str, reply: str) -> str: + try: + db = DB() + gpt = GPT() + + if ( + item := db.session.query(Item) + .where(Item.slack_thread == thread_ts) + .first() + ): + convo = Conversation(db, gpt, ItemKey.from_item(item)) + + LOGGER.info("handling reply on %s for %s", thread_ts, item.id) + result = convo.handle_user_reply(reply) + LOGGER.info(pformat(result)) + return result + else: + raise RuntimeError(f"item not found for {thread_ts}") + except: + LOGGER.exception("") + + +if __name__ == "__main__": + logging.basicConfig(level=logging.DEBUG) + a = Assistant() + a.fetch_emails() + a.handle_one() diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..71a0d47 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,31 @@ +[project] +name = "maigic" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.12" +dependencies = [ + "google-api-python-client>=2.146.0", + "google-auth>=2.35.0", + "google-auth-httplib2>=0.2.0", + "google-auth-oauthlib>=1.2.1", + "google-apps-chat>=0.1.11", + "openai>=1.50.2", + "pydantic>=2.9.2", + "html2text>=2024.2.26", + "slack-sdk>=3.33.1", + "sqlalchemy>=2.0.35", + "slack-bolt>=1.20.1", + "trio>=0.26.2", + "trio-asyncio>=0.15.0", + "aiohttp>=3.10.8", + "asyncio>=3.4.3", + "humanreadable>=0.4.0", +] + +[tool.uv] +dev-dependencies = [ + "black>=24.8.0", + "mypy>=1.11.2", + "ruff>=0.6.8", +] diff --git a/server.py b/server.py new file mode 100644 index 0000000..ed141c5 --- /dev/null +++ b/server.py @@ -0,0 +1,175 @@ +import asyncio +from datetime import datetime +import enum +import logging +import os +from concurrent.futures import Future, ProcessPoolExecutor +from pprint import pformat +from queue import Queue +import re +from typing import TypeVar + +from slack_bolt.adapter.socket_mode.aiohttp import AsyncSocketModeHandler +from slack_bolt.async_app import AsyncApp + +from assistant import Assistant +from src.db.models import DB, Item + +logging.basicConfig(level=logging.INFO) +LOGGER = logging.getLogger(__file__) + +app = AsyncApp(token=os.environ["SLACK_BOT_TOKEN"]) + + +class OP(enum.Enum): + fetch = enum.auto() + handle_one = enum.auto() + + +T = TypeVar("T") + + +class Server: + pool: ProcessPoolExecutor + + def __init__(self) -> None: + self.assistant = Assistant() + app.message()(self.message_hello) + + self.queue = Queue() + + async def await_future(self, future: Future[T]) -> T: + done = asyncio.Event() + future.add_done_callback(lambda _: done.set()) + await done.wait() + return future.result() + + async def _slack_app(self): + handler = AsyncSocketModeHandler(app, os.environ["SLACK_APP_TOKEN"]) + await handler.start_async() + + def run(self): + with ProcessPoolExecutor() as pool: + self.pool = pool + asyncio.run(self._slack_app()) + + def fix_md_for_slack(self, md_text: str) -> str: + # Convert **bold** to *bold* (Slack syntax) + slack_text = re.sub(r"\*\*(.*?)\*\*", r"*\1*", md_text) + + # Convert *italic* to _italic_ (Slack syntax) + slack_text = re.sub(r"\*(.*?)\*", r"_\1_", slack_text) + + # Convert [text](link) to (Slack link syntax) + slack_text = re.sub(r"\[(.*?)\]\((.*?)\)", r"<\2|\1>", slack_text) + + return slack_text + + async def message_hello(self, message, ack): + await ack() + + if thread_ts := message.get("thread_ts"): + text = message["text"] + future = self.pool.submit(self.assistant.handle_reply, thread_ts, text) + response = await self.await_future(future) + LOGGER.info("response: %s", response) + + r = await app.client.chat_postMessage( + channel=os.getenv("SLACK_CHANNEL_ID"),\ + thread_ts=thread_ts, + blocks=[ + { + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": self.fix_md_for_slack(response), + }, + ], + }, + ], + unfurl_links=False, + unfurl_media=False, + ) + r.validate() + + match message["text"]: + + case str(value) if "fetch" in value: + future = self.pool.submit(self.assistant.fetch_emails) + found = await self.await_future(future) + LOGGER.info("%s new emails found", found) + + case str(value) if "handle_one" in value: + future = self.pool.submit(self.assistant.handle_one) + result = await self.await_future(future) + + time = datetime.fromisoformat(result["time_received"]) + + r = await app.client.chat_postMessage( + channel=os.getenv("SLACK_CHANNEL_ID"), + text=f"Handling `{result['id']}`...", + unfurl_links=False, + unfurl_media=False, + ) + r.validate() + ts = r.get("ts") + + r = await app.client.chat_update( + channel=os.getenv("SLACK_CHANNEL_ID"), + ts=ts, + blocks=[ + { + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": f"`From:` {result['author']}", + }, + ], + }, + { + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": f"`When:` ", + }, + ], + }, + {"type": "divider"}, + { + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": f"{result['summary']}", + }, + ], + }, + { + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": f"{result['action']}", + }, + ], + }, + ], + ) + r.validate() + + db = DB() + item = db.session.query(Item).where(Item.id == result["id"]).one() + item.slack_channel = "C01CAH729TK" + item.slack_thread = r.get("ts") + db.session.commit() + + LOGGER.info("\n" + pformat(message)) + + +if __name__ == "__main__": + Server().run() + +# https://mail.google.com/mail/u/0/#inbox/19245a9bd60a75f6 diff --git a/slack.py b/slack.py new file mode 100644 index 0000000..9755f74 --- /dev/null +++ b/slack.py @@ -0,0 +1,23 @@ +from slack_sdk import WebClient +import os + + +def main(): + client = WebClient( + token=os.getenv("SLACK_BOT_TOKEN") + ) + + # r = client.users_list() + # r.validate() + # pprint(r.data) + + # r = client.conversations_open(channel="U01C91V6QNQ") + # r.validate() + + r = client.chat_postMessage(channel=os.getenv("SLACK_CHANNEL_ID"), + text="hello!") + r.validate() + + +if __name__ == "__main__": + main() diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/db/__init__.py b/src/db/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/db/models.py b/src/db/models.py new file mode 100644 index 0000000..c35f4af --- /dev/null +++ b/src/db/models.py @@ -0,0 +1,39 @@ +from sqlalchemy import Integer, create_engine, Column, String, Enum +import enum +from sqlalchemy.ext.declarative import declarative_base +from sqlalchemy.orm import sessionmaker + + +Base = declarative_base() + + +class ItemType(enum.StrEnum): + gmail = enum.auto() + + +class Item(Base): + __tablename__ = "items" + + type = Column(Enum(ItemType), nullable=False, primary_key=True) + id = Column(String, primary_key=True) + slack_channel = Column(String) + slack_thread = Column(String) + content = Column(String) + + +class Chat(Base): + __tablename__ = "chats" + + seq = Column(Integer, primary_key=True, autoincrement=True) + type = Column(Enum(ItemType), nullable=False) # this and the next one is a foreign key to Item + id = Column(String) + role = Column(String) + content = Column(String) + + +class DB: + def __init__(self) -> None: + self.engine = create_engine("sqlite:///maigic.db", echo=False) + Base.metadata.create_all(self.engine) + self.Session = sessionmaker(bind=self.engine) + self.session = self.Session() diff --git a/src/gmail/__init__.py b/src/gmail/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/gmail/client.py b/src/gmail/client.py new file mode 100644 index 0000000..cf8c398 --- /dev/null +++ b/src/gmail/client.py @@ -0,0 +1,45 @@ +import os.path +from typing import ClassVar +from google.auth.transport.requests import Request +from google.oauth2.credentials import Credentials +from google_auth_oauthlib.flow import InstalledAppFlow +from googleapiclient.discovery import build +import os + + +class Gmail: + SCOPES: ClassVar[list[str]] = ["https://www.googleapis.com/auth/gmail.readonly"] + + def __init__(self) -> None: + self._client = self.authenticate() + + def authenticate(self): + creds = None + if os.path.exists("token.json"): + creds = Credentials.from_authorized_user_file("token.json", self.SCOPES) + if not creds or not creds.valid: + if creds and creds.expired and creds.refresh_token: + creds.refresh(Request()) + else: + flow = InstalledAppFlow.from_client_secrets_file( + os.getenv("CREDENTIALS_FILE_NAME"), self.SCOPES + ) + creds = flow.run_local_server(port=0) + with open("token.json", "w") as token: + token.write(creds.to_json()) + return build("gmail", "v1", credentials=creds, cache_discovery=False) + + def query(self): + results = ( + self._client.users() + .messages() + .list(userId="me", labelIds=["INBOX"], maxResults=10000) + .execute() + ) + messages = results.get("messages", []) + + for message in messages: + yield message + + def get_message(self, message_id: str): + return self._client.users().messages().get(userId="me", id=message_id).execute() diff --git a/src/gmail/models.py b/src/gmail/models.py new file mode 100644 index 0000000..b1b0643 --- /dev/null +++ b/src/gmail/models.py @@ -0,0 +1,105 @@ +import base64 +from pprint import pprint +from typing import Any, ClassVar +from html2text import html2text +from pydantic import BaseModel + + +class Header(BaseModel): + name: str + value: str + + +class GmailMessagePart: + interesting_header_names: ClassVar[set[str]] = { + "From", + "To", + "Date", + "Subject", + } + + def __init__(self, part: dict[str, Any]) -> None: + self._part = part + + @property + def headers(self) -> list[Header]: + return [ + Header(name=x["name"], value=x["value"]) + for x in self._part["headers"] + if x["name"] in self.interesting_header_names + ] + + @property + def body(self) -> str: + # TODO(kamen): sometimes there is no body... + # e.g. there maybe `attachmentId` instead. + # we are not handling that for now... :( + if self._part["body"]["size"] != 0 and "data" in self._part["body"]: + try: + data = self._part["body"]["data"] + decoded = base64.urlsafe_b64decode(data).decode() + if " list["GmailMessagePart"]: + return [__class__(x) for x in self._part.get("parts", [])] + + def as_dict(self) -> dict[str, Any]: + return dict( + headers=[x.model_dump() for x in self.headers], + body=self.body, + parts=[x.as_dict() for x in self.parts], + ) + + def as_md(self) -> str: + result = [] + result.append("-" * 80) + for header in self.headers: + result.append(f"{header.name}: {header.value}") + result.append("") + result.append(self.body) + for part in self.parts: + result.append(part.as_md()) + return "\n".join(result) + + +class GMailMessage: + def __init__(self, message: dict[str, Any]) -> None: + self._message = message + + @property + def label_ids(self) -> list[str]: + return self._message["labelIds"] + + @property + def thread_id(self) -> str: + return self._message["threadId"] + + @property + def parts(self) -> list[GmailMessagePart]: + return [GmailMessagePart(self._message["payload"])] + [ + GmailMessagePart(x) for x in self._message.get("parts", []) + ] + + def as_dict(self) -> dict[str, Any]: + return dict( + label_ids=self.label_ids, + thread_id=self.thread_id, + parts=[x.as_dict() for x in self.parts], + ) + + def as_md(self) -> str: + result = [] + result.append(f"labels: {', '.join(self.label_ids)}") + result.append(f"thread: {self.thread_id}") + for part in self.parts: + result.append(part.as_md()) + return "\n".join(result) + + diff --git a/src/gpt/__init__.py b/src/gpt/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/gpt/gpt.py b/src/gpt/gpt.py new file mode 100644 index 0000000..246b4b9 --- /dev/null +++ b/src/gpt/gpt.py @@ -0,0 +1,28 @@ +from openai import OpenAI +from pydantic import BaseModel +import enum +from openai.types.chat import ChatCompletion + + +class Role(enum.StrEnum): + SYSTEM = "system" + USER = "user" + ASSISTANT = "assistant" + FUNCTION = "function" + + +class Line(BaseModel): + role: Role + content: str + + +class GPT: + def __init__(self) -> None: + self.client = OpenAI() + + def complete(self, log: list[Line]) -> ChatCompletion: + return self.client.chat.completions.create( + # model="gpt-4", + model="gpt-4o-mini", + messages=[{"role": x.role, "content": x.content} for x in log], + ) diff --git a/src/slack/__init__.py b/src/slack/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/slack/slack.py b/src/slack/slack.py new file mode 100644 index 0000000..e75bc7b --- /dev/null +++ b/src/slack/slack.py @@ -0,0 +1,17 @@ +import os + +from slack_sdk import WebClient + + +class Slack: + def __init__(self) -> None: + client = WebClient(token=os.getenv("SLACK_BOT_TOKEN")) + + def send(self, thread: str | None, text: str) -> None: + r = self.client.chat_postMessage( + channel=os.getenc("SLACK_CHANNEL_ID"), + 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