docs: add Graphsignal ecosystem page (#1228)

Adds a Graphsignal ecosystem page
This commit is contained in:
Dmitri Melikyan 2023-02-23 16:33:00 +01:00 committed by GitHub
parent d480330fae
commit b7765a95a0
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23

View File

@ -0,0 +1,38 @@
# Graphsignal
This page covers how to use the Graphsignal to trace and monitor LangChain.
## Installation and Setup
- Install the Python library with `pip install graphsignal`
- Create free Graphsignal account [here](https://graphsignal.com)
- Get an API key and set it as an environment variable (`GRAPHSIGNAL_API_KEY`)
## Tracing and Monitoring
Graphsignal automatically instruments and starts tracing and monitoring chains. Traces, metrics and errors are then available in your [Graphsignal dashboard](https://app.graphsignal.com/). No prompts or other sensitive data are sent to Graphsignal cloud, only statistics and metadata.
Initialize the tracer by providing a deployment name:
```python
import graphsignal
graphsignal.configure(deployment='my-langchain-app-prod')
```
In order to trace full runs and see a breakdown by chains and tools, you can wrap the calling routine or use a decorator:
```python
with graphsignal.start_trace('my-chain'):
chain.run("some initial text")
```
Optionally, enable profiling to record function-level statistics for each trace.
```python
with graphsignal.start_trace(
'my-chain', options=graphsignal.TraceOptions(enable_profiling=True)):
chain.run("some initial text")
```
See the [Quick Start](https://graphsignal.com/docs/guides/quick-start/) guide for complete setup instructions.