Embedchain now supports integration with OpenLIT.

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Getting Started

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1. Set environment variables

# Setting environment variable for OpenTelemetry destination and authetication.
export OTEL_EXPORTER_OTLP_ENDPOINT = "YOUR_OTEL_ENDPOINT"
export OTEL_EXPORTER_OTLP_HEADERS = "YOUR_OTEL_ENDPOINT_AUTH"

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2. Install the OpenLIT SDK

Open your terminal and run:

pip install openlit

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3. Setup Your Application for Monitoring

Now create an app using Embedchain and initialize OpenTelemetry monitoring

from embedchain import App
import OpenLIT

# Initialize OpenLIT Auto Instrumentation for monitoring.
openlit.init()

# Initialize EmbedChain application.
app = App()

# Add data to your app
app.add("https://en.wikipedia.org/wiki/Elon_Musk")

# Query your app
app.query("How many companies did Elon found?")

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4. Visualize

Once you’ve set up data collection with OpenLIT, you can visualize and analyze this information to better understand your application’s performance:

  • Using OpenLIT UI: Connect to OpenLIT’s UI to start exploring performance metrics. Visit the OpenLIT Quickstart Guide for step-by-step details.

  • Integrate with existing Observability Tools: If you use tools like Grafana or DataDog, you can integrate the data collected by OpenLIT. For instructions on setting up these connections, check the OpenLIT Connections Guide.