(docs) add slack callback for litellm

docs/my-website/docs/observability/integrations.md

@@ -9,6 +9,6 @@
 | Weights & Biases   | `WANDB_API_KEY`            | `litellm.success_callback=["wandb"]` |
 | Sentry      | `SENTRY_API_URL`                                         | `litellm.success_callback=["sentry"]`    |
 | Posthog     | `POSTHOG_API_KEY`,`POSTHOG_API_URL`                      | `litellm.success_callback=["posthog"]`   |
-| Slack       | `SLACK_API_TOKEN`,`SLACK_API_SECRET`,`SLACK_API_CHANNEL` | `litellm.success_callback=["slack"]`     |
+| Slack       | `Slack webhook url` | `litellm.success_callback=["slack"]`     |
 | Traceloop    | `TRACELOOP_API_TOKEN`                                     | `litellm.success_callback=["traceloop"]`  |
 | Helicone    | `HELICONE_API_TOKEN`                                     | `litellm.success_callback=["helicone"]`  |

docs/my-website/docs/observability/slack_integration.md

@@ -0,0 +1,93 @@
+import Image from '@theme/IdealImage';
+
+# Slack - Logging LLM Input/Output, Exceptions
+
+<Image img={require('../../img/slack.png')} />
+
+:::info
+We want to learn how we can make the callbacks better! Meet the LiteLLM [founders](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version) or
+join our [discord](https://discord.gg/wuPM9dRgDw)
+::: 
+
+## Pre-Requisites
+
+### Step 1
+```shell
+pip install litellm
+```
+
+### Step 2
+Get a slack webhook url from https://api.slack.com/messaging/webhooks
+
+
+
+## Quick Start
+### Create a custom Callback to log to slack
+We create a custom callback, to log to slack webhooks, see [custom callbacks on litellm](https://docs.litellm.ai/docs/observability/custom_callback)
+```python
+def send_slack_alert(
+        kwargs,
+        completion_response,
+        start_time,
+        end_time,
+):
+    print(
+        "in custom slack callback func"
+    )
+    import requests
+    import json
+
+    # Define the Slack webhook URL
+    # get it from https://api.slack.com/messaging/webhooks
+    slack_webhook_url = os.environ['SLACK_WEBHOOK_URL']   # "https://hooks.slack.com/services/<>/<>/<>"
+
+    # Define the text payload, send data available in litellm custom_callbacks
+    text_payload = f"""LiteLLM Logging: kwargs: {str(kwargs)}\n\n, response: {str(completion_response)}\n\n, start time{str(start_time)} end time: {str(end_time)}
+    """
+    payload = {
+        "text": text_payload
+    }
+
+    # Set the headers
+    headers = {
+        "Content-type": "application/json"
+    }
+
+    # Make the POST request
+    response = requests.post(slack_webhook_url, json=payload, headers=headers)
+
+    # Check the response status
+    if response.status_code == 200:
+        print("Message sent successfully to Slack!")
+    else:
+        print(f"Failed to send message to Slack. Status code: {response.status_code}")
+        print(response.json())
+```
+
+### Pass callback to LiteLLM
+```python
+litellm.success_callback = [send_slack_alert]
+```
+
+```python
+import litellm
+litellm.success_callback = [send_slack_alert] # log success
+litellm.failure_callback = [send_slack_alert] # log exceptions
+
+# this will raise an exception
+response = litellm.completion(
+    model="gpt-2",
+    messages=[
+        {
+            "role": "user",
+            "content": "Hi 👋 - i'm openai"
+        }
+    ]
+)
+```
+## Support & Talk to Founders
+
+- [Schedule Demo 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version)
+- [Community Discord 💭](https://discord.gg/wuPM9dRgDw)
+- Our numbers 📞 +1 (770) 8783-106 / ‭+1 (412) 618-6238‬
+- Our emails ✉️ ishaan@berri.ai / krrish@berri.ai

docs/my-website/sidebars.js

@@ -120,6 +120,7 @@ const sidebars = {
         "observability/wandb_integration",
         "observability/langfuse_integration",
         "observability/langsmith_integration",
+        "observability/slack_integration",
         "observability/traceloop_integration",
         "observability/llmonitor_integration",
         "observability/helicone_integration",