From c470ebf6154d8430db48c0b8205c916e525b39b0 Mon Sep 17 00:00:00 2001 From: Nir Gazit Date: Mon, 28 Aug 2023 22:09:02 +0200 Subject: [PATCH] feat: traceloop docs --- .../docs/observability/callbacks.md | 2 ++ .../docs/observability/integrations.md | 1 + .../observability/traceloop_integration.md | 34 ++++++++++++++++++ docs/my-website/img/traceloop_dash.png | Bin 0 -> 66897 bytes litellm/integrations/traceloop.py | 7 ++++ litellm/utils.py | 5 ++- mkdocs.yml | 1 + proxy-server/readme.md | 2 +- 8 files changed, 50 insertions(+), 2 deletions(-) create mode 100644 docs/my-website/docs/observability/traceloop_integration.md create mode 100644 docs/my-website/img/traceloop_dash.png create mode 100644 litellm/integrations/traceloop.py diff --git a/docs/my-website/docs/observability/callbacks.md b/docs/my-website/docs/observability/callbacks.md index 4f9e91944..5a01864dd 100644 --- a/docs/my-website/docs/observability/callbacks.md +++ b/docs/my-website/docs/observability/callbacks.md @@ -8,6 +8,7 @@ liteLLM supports: - [LLMonitor](https://llmonitor.com/docs) - [Helicone](https://docs.helicone.ai/introduction) +- [Traceloop](https://traceloop.com/docs) - [Sentry](https://docs.sentry.io/platforms/python/) - [PostHog](https://posthog.com/docs/libraries/python) - [Slack](https://slack.dev/bolt-python/concepts) @@ -25,6 +26,7 @@ litellm.failure_callback=["sentry", "llmonitor"] os.environ['SENTRY_API_URL'], os.environ['SENTRY_API_TRACE_RATE']= "" os.environ['POSTHOG_API_KEY'], os.environ['POSTHOG_API_URL'] = "api-key", "api-url" os.environ["HELICONE_API_KEY"] = "" +os.environ["TRACELOOP_API_KEY"] = "" os.environ["LLMONITOR_APP_ID"] = "" response = completion(model="gpt-3.5-turbo", messages=messages) diff --git a/docs/my-website/docs/observability/integrations.md b/docs/my-website/docs/observability/integrations.md index 3f4c8616d..b5d27ccfc 100644 --- a/docs/my-website/docs/observability/integrations.md +++ b/docs/my-website/docs/observability/integrations.md @@ -7,4 +7,5 @@ | 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"]` | +| Traceloop | `TRACELOOP_API_TOKEN` | `litellm.success_callback=["traceloop"]` | | Helicone | `HELICONE_API_TOKEN` | `litellm.success_callback=["helicone"]` | diff --git a/docs/my-website/docs/observability/traceloop_integration.md b/docs/my-website/docs/observability/traceloop_integration.md new file mode 100644 index 000000000..2463f40fe --- /dev/null +++ b/docs/my-website/docs/observability/traceloop_integration.md @@ -0,0 +1,34 @@ +# Traceloop Tutorial + +[Traceloop](https://traceloop.com) is a platform for monitoring and debugging the quality of your LLM outputs. +It provides you with a way to track the performance of your LLM application; rollout changes with confidence; and debug issues in production. +It is based on [OpenTelemetry](https://opentelemetry.io), so it can provide full visibility to your LLM requests, as well vector DB usage, and other infra in your stack. + + + +## Getting Started + +First, sign up to get an API key on the [Traceloop dashboard](https://app.traceloop.com). +While Traceloop is still in beta, [ping them](nir@traceloop.com) and mention you're using LiteLLM to get your early access code. + +Then, install the Traceloop SDK: + +```bash +pip install traceloop +``` + +Use just 1 line of code, to instantly log your LLM responses: + +```python +litellm.success_callback = ["traceloop"] +``` + +When running your app, make sure to set the `TRACELOOP_API_KEY` environment variable to your API key. + +To get better visualizations on how your code behaves, you may want to annotate specific parts of your LLM chain. See [Traceloop docs on decorators](https://traceloop.com/docs/python-sdk/decorators) for more information. + +Here's an example PR for such integration: https://github.com/Codium-ai/pr-agent/pull/244 + +## Support + +For any question or issue with integration you can reach out to the Traceloop team on [Slack](https://join.slack.com/t/traceloopcommunity/shared_invite/zt-1plpfpm6r-zOHKI028VkpcWdobX65C~g) or via [email](mailto:dev@traceloop.com). diff --git a/docs/my-website/img/traceloop_dash.png b/docs/my-website/img/traceloop_dash.png new file mode 100644 index 0000000000000000000000000000000000000000..4b0ebd12a3c84c7593282d83051b838f24a570ce GIT binary patch literal 66897 zcmV*KKxMy)P)y1^@s6%Sy3b00009a7bBm000XU z000XU0RWnu7ytkO0drDELIAGL9O(c600d`2O+f$vv5yP|E78dMre5~V^@Ndgf@5`96!VUQ;zhb17w2oTWkK_fo~cVKvzF^u8a&~4~| z?qGNU24AMI0fF$;287h^+m>`~2^tVwKp+|oSS8Q|n&&FjsJ!R5b^b?Re)+An_c?ho z^JM1wN9=RWO1m~Cd`@I&#pX|#51 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