Initial commit

2026-07-01 13:19:54 -04:00 · 2024-12-19 17:11:43 -08:00
commit b70e447d38
10 changed files with 1341 additions and 0 deletions
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+# These are available in the oauth section of your Slack App
+SLACK_SIGNING_SECRET=
+SLACK_BOT_TOKEN=xoxb-...
+# SLACK_BOT_USER_ID= (optional)
+
+# This is the LangGraph platform instance you're connecting to
+LANGGRAPH_URL=
+LANGGRAPH_ASSISTANT_ID=
+LANGGRAPH_API_KEY=
+
+# Populate this AFTER you deploy for the first time
+DEPLOYMENT_URL=
@@ -0,0 +1,13 @@
+# Python-generated files
+__pycache__/
+*.py[oc]
+build/
+dist/
+wheels/
+*.egg-info
+.env
+
+# Virtual environments
+.venv
+.ipynb_checkpoints/
+.python_version
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2024 LangChain
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
@@ -0,0 +1,61 @@
+# Messaging Event Servers
+
+
+
+## Quick start
+
+### Prereqs
+
+- LangGraph platform deployment
+- [Modal account](https://modal.com/apps/) (if you want to deploy to Modal)
+
+### Setup
+
+1. Install `uv` (optional) and install dependencies
+```shell
+curl -LsSf https://astral.sh/uv/install.sh | sh
+uv sync --dev
+```
+2. Create a Slack app https://api.slack.com/apps/ . Ensure you give it permissions to receive events and to read/write messages.
+3. Copy the SLACK_SIGNING_SECRET and SLACK_BOT_TOKEN to your .env file. These are found in the oauth section of your Slack App.
+```shell
+# .dotenv
+SLACK_SIGNING_SECRET=
+SLACK_BOT_TOKEN=xoxb-...
+```
+4. Copy your LangGraph deployment's URL and assistant ID (or graph name) to the `.env` file, along with a LangGraph/LangSmith API key (they're the same).
+
+```shell
+# .dotenv
+LANGGRAPH_URL=
+LANGGRAPH_ASSISTANT_ID=
+LANGGRAPH_API_KEY=
+```
+5. Deploy. Replace "slack-handler" with your desired app name. 
+```shell
+DEPLOY_MODAL=true uv run modal deploy src/langgraph_slack/server.py::modal_app --name slack-handler
+```
+If successful, you should see something like this in your terminal:
+
+```shell
+✓ Created objects.
+├── 🔨 Created mount /Users/foo/path/to/slack-server/src/langgraph_slack/server.py
+├── 🔨 Created mount PythonPackage:langgraph_slack
+└── 🔨 Created web function fastapi_app => https://youraccount--yourdeploymentname-fastapi-app.modal.run
+✓ App deployed in 1.101s! 🎉
+
+View Deployment: https://modal.com/apps/youraccount/main/deployed/yourdeploymentname
+```
+
+6. Copy the deployment URL from the printout in your terminal. Add that to your `.env` file.
+```
+# Get the following when you run modal deploy
+DEPLOYMENT_URL=
+``` 
+7. Redeploy with the updated deployment URL.
+
+8. Install your app to your Slack workspace.
+
+Chat with the bot. The bot responds if you `@mention` it within a channel of which it is a member. You can also DM the bot. You needn't use `@mention`'s in the bot's DMs. It's clear who you are speaking to.
+
+
@@ -0,0 +1,23 @@
+[project]
+name = "langgraph-slack-server"
+version = "0.0.1"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.11"
+dependencies = [
+    "fastapi>=0.115.6",
+    "langgraph-sdk>=0.1.48",
+    "modal>=0.68.42",
+    "python-dotenv>=1.0.1",
+    "slack-bolt>=1.22.0",
+    "uvicorn>=0.34.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "ruff>=0.8.4",
+]
+
+[tool.setuptools.packages.find]
+where = ["src"]
+include = ["langgraph_slack*"]
@@ -0,0 +1,9 @@
+import logging
+import dotenv
+
+dotenv.load_dotenv()
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s %(levelname)s %(message)s",
+    datefmt="%Y-%m-%d %H:%M:%S",
+)
@@ -0,0 +1,3 @@
+import uvicorn
+
+uvicorn.run("langgraph_slack.server:app", host="0.0.0.0", port=8080)
@@ -0,0 +1,23 @@
+from os import environ
+import logging
+
+LOGGER = logging.getLogger(__name__)
+
+if DEPLOY_MODAL := environ.get("DEPLOY_MODAL"):
+    DEPLOY_MODAL = DEPLOY_MODAL.lower() == "true"
+BOT_USER_ID = environ.get("SLACK_BOT_USER_ID")
+BOT_TOKEN = environ.get("SLACK_BOT_TOKEN")
+if DEPLOY_MODAL:
+    if not environ.get("SLACK_BOT_TOKEN"):
+        environ["SLACK_BOT_TOKEN"] = "fake-token"
+    BOT_USER_ID = BOT_USER_ID or "fake-user-id"
+else:
+    assert isinstance(BOT_TOKEN, str)
+    # APP_TOKEN = environ["SLACK_APP_TOKEN"]
+
+
+LANGGRAPH_URL = environ["LANGGRAPH_URL"]
+ASSISTANT_ID = environ["LANGGRAPH_ASSISTANT_ID"]
+DEPLOYMENT_URL = environ.get("DEPLOYMENT_URL")
+if not DEPLOYMENT_URL:
+    LOGGER.warning("DEPLOYMENT_URL not set")
@@ -0,0 +1,245 @@
+import asyncio
+import logging
+import re
+import uuid
+from typing import Awaitable, Callable, TypedDict
+from contextlib import asynccontextmanager
+
+from fastapi import FastAPI, Request
+from langgraph_sdk import get_client
+from slack_bolt.adapter.fastapi.async_handler import AsyncSlackRequestHandler
+from slack_bolt.async_app import AsyncApp
+
+from langgraph_slack import config
+
+LOGGER = logging.getLogger(__name__)
+LANGGRAPH_CLIENT = get_client(url=config.LANGGRAPH_URL)
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    LOGGER.info("App is starting up. Creating background worker...")
+    loop = asyncio.get_running_loop()
+    loop.create_task(worker())
+    yield
+    LOGGER.info("App is shutting down. Stopping background worker...")
+    TASK_QUEUE.put_nowait(None)
+
+
+APP = FastAPI(lifespan=lifespan)
+
+APP_HANDLER = AsyncSlackRequestHandler(AsyncApp(logger=LOGGER))
+if not config.BOT_USER_ID or config.BOT_USER_ID == "fake-user-id":
+    config.BOT_USER_ID = asyncio.run(APP_HANDLER.app.client.auth_test())["user_id"]
+USER_ID_PATTERN = re.compile(rf"<@{config.BOT_USER_ID}>")
+TASK_QUEUE: asyncio.Queue = asyncio.Queue()
+
+
+class SlackMessageData(TypedDict):
+    user: str
+    type: str
+    subtype: str | None
+    ts: str
+    thread_ts: str | None
+    client_msg_id: str
+    text: str
+    team: str
+    parent_user_id: str
+    blocks: list[dict]
+    channel: str
+    event_ts: str
+    channel_type: str
+
+
+async def worker():
+    LOGGER.info("Background worker started.")
+    while True:
+        try:
+            # Wait until a task is available
+            task = await TASK_QUEUE.get()
+            if not task:
+                # This pattern can let you send a sentinel to stop the worker gracefully
+                LOGGER.info("Worker received sentinel, exiting.")
+                break
+
+            LOGGER.info(f"Worker got a new task: {task}")
+            await _process_task(task)
+
+        except Exception as exc:
+            LOGGER.exception(f"Error in worker: {exc}")
+        finally:
+            TASK_QUEUE.task_done()
+
+
+async def _process_task(task: dict):
+    """
+    The actual logic for handling a single queued task.
+    We separate this so we can keep 'worker()' logic simple.
+    """
+    event = task["event"]
+    event_type = task["type"]
+    if event_type == "slack_message":
+        thread_id = _get_thread_id(
+            event.get("thread_ts") or event["ts"], event["channel"]
+        )
+        channel_id = event["channel"]
+        webhook = f"{config.DEPLOYMENT_URL}/callbacks/{thread_id}"
+        LOGGER.info(
+            f"[{channel_id}].[{thread_id}] sending message to LangGraph: "
+            f"with webhook {webhook}: {event['text']}"
+        )
+        result = await LANGGRAPH_CLIENT.runs.create(
+            thread_id=thread_id,
+            assistant_id=config.ASSISTANT_ID,
+            input={
+                "messages": [
+                    {
+                        "role": "user",
+                        "content": _replace_mention(event),
+                    }
+                ]
+            },
+            metadata={
+                "event": "slack",
+                "slack_event_type": "message",
+                "bot_user_id": config.BOT_USER_ID,
+                "channel": channel_id,
+                "thread_ts": event.get("thread_ts"),
+                "event_ts": event["ts"],
+                "channel_type": event.get("channel_type"),
+            },
+            multitask_strategy="interrupt",
+            if_not_exists="create",
+            webhook=webhook,
+        )
+        LOGGER.info(f"LangGraph run: {result}")
+    elif event_type == "callback":
+        LOGGER.info(f"Processing LangGraph callback: {event['thread_id']}")
+        state_values = event["values"]
+        response_message = state_values["messages"][-1]
+        thread_ts = event["metadata"]["thread_ts"] or event["metadata"]["event_ts"]
+        channel_id = event["metadata"]["channel"]
+        await APP_HANDLER.app.client.chat_postMessage(
+            channel=channel_id,
+            thread_ts=thread_ts,
+            text=_clean_markdown(_get_text(response_message["content"])),
+            metadata={
+                "event_type": "webhook",
+                "event_payload": {"thread_id": event["thread_id"]},
+            },
+        )
+        LOGGER.info(
+            f"[{channel_id}].[{thread_ts}] sent message to Slack for callback {event['thread_id']}"
+        )
+    else:
+        raise ValueError(f"Unknown event type: {event_type}")
+
+
+async def handle_message(event: SlackMessageData, say: Callable, ack: Callable):
+    """Instead of awaiting the LangGraph call immediately,
+    we just enqueue a task for the background worker.
+    """
+    LOGGER.info("Enqueuing handle_message task...")
+    nouser = not event.get("user")
+    userisbot = event.get("bot_id") == config.BOT_USER_ID
+    ismention = _is_mention(event)
+    isdm = _is_dm(event)
+    if nouser or userisbot or not (ismention or isdm):
+        LOGGER.info("Message not from bot or not a mention, ignoring")
+        return
+
+    TASK_QUEUE.put_nowait({"type": "slack_message", "event": event})
+    await ack()
+
+
+async def just_ack(ack: Callable[..., Awaitable], event):
+    LOGGER.info(f"Acknowledging {event.get('type')} event")
+    await ack()
+
+
+APP_HANDLER.app.event("message")(ack=just_ack, lazy=[handle_message])
+APP_HANDLER.app.event("app_mention")(
+    ack=just_ack,
+    lazy=[],  # We handle mentions above
+)
+
+
+@APP.post("/events/slack")
+async def slack_endpoint(req: Request):
+    return await APP_HANDLER.handle(req)
+
+
+def _get_text(content: str | list[dict]):
+    if isinstance(content, str):
+        return content
+    else:
+        return "".join([block["text"] for block in content if block["type"] == "text"])
+
+
+def _clean_markdown(text: str) -> str:
+    text = re.sub(r"^```[^\n]*\n", "```\n", text, flags=re.MULTILINE)
+    text = re.sub(r"\[([^\]]+)\]\(([^)]+)\)", r"<\2|\1>", text)
+    text = re.sub(r"\*\*([^*]+)\*\*", r"*\1*", text)
+    text = re.sub(r"(?<!\*)\*([^*]+)\*(?!\*)", r"_\1_", text)
+    text = re.sub(r"_([^_]+)_", r"_\1_", text)
+    text = re.sub(r"^\s*[-*]\s", "• ", text, flags=re.MULTILINE)
+    return text
+
+
+@APP.post("/callbacks/{thread_id}")
+async def webhook_callback(req: Request):
+    body = await req.json()
+    LOGGER.info(
+        f"Received webhook callback for {req.path_params['thread_id']}/{body['thread_id']}"
+    )
+    TASK_QUEUE.put_nowait({"type": "callback", "event": body})
+    return {"status": "success"}
+
+
+# Helper functions
+def _is_mention(event: SlackMessageData):
+    matches = re.search(USER_ID_PATTERN, event["text"])
+    return bool(matches)
+
+
+def _replace_mention(event: SlackMessageData):
+    return re.sub(USER_ID_PATTERN, "assistant", event["text"])
+
+
+def _get_thread_id(thread_ts: str, channel: str) -> str:
+    return str(uuid.uuid5(uuid.NAMESPACE_DNS, f"SLACK:{thread_ts}-{channel}"))
+
+
+def _is_dm(event: SlackMessageData):
+    if channel_type := event.get("channel_type"):
+        return channel_type == "im"
+    return False
+
+
+if config.DEPLOY_MODAL:
+    import modal
+
+    modal_app = modal.App()
+
+    image = modal.Image.debian_slim().pip_install_from_pyproject(
+        pyproject_toml="pyproject.toml"
+    )
+
+    @modal_app.function(
+        image=image,
+        keep_warm=1,
+        allow_concurrent_inputs=30,
+        secrets=[
+            modal.Secret.from_dotenv(),
+            modal.Secret.from_local_environ(["DEPLOY_MODAL"]),
+        ],
+    )
+    @modal.asgi_app()
+    def fastapi_app():
+        return APP
+
+
+if __name__ == "__main__":
+    import uvicorn
+
+    uvicorn.run("langgraph_slack.server:APP", host="0.0.0.0", port=8080)
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