> ## Documentation Index
> Fetch the complete documentation index at: https://pype-db52d533.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> Trace, debug, and optimize your LLM workflows with developer-first observability.

import { Card, CardGroup } from "@mintlify/components";

<img className="block dark:hidden" src="https://mintcdn.com/pype-db52d533/6PPEBuiSge7HdMHc/images/agensight-intro.png?fit=max&auto=format&n=6PPEBuiSge7HdMHc&q=85&s=1413775ae9dd233576cedc68e9fa448a" alt="Agensight Hero Light" width="5880" height="3188" data-path="images/agensight-intro.png" />

<img className="hidden dark:block" src="https://mintcdn.com/pype-db52d533/6PPEBuiSge7HdMHc/images/agensight-intro.png?fit=max&auto=format&n=6PPEBuiSge7HdMHc&q=85&s=1413775ae9dd233576cedc68e9fa448a" alt="Agensight Hero Dark" width="5880" height="3188" data-path="images/agensight-intro.png" />

## Unlock LLM Observability

**Agensight is an Observability SDK built for developers working with Large Language Models.** It empowers you to trace every interaction, debug effectively, and optimize your prompts and LLM-powered applications with ease, all within your local development environment.

<CardGroup cols={2}>
  <Card title="Quickstart Guide" icon="rocket" href="./quickstart">
    Get Agensight installed and running your first trace in minutes.
  </Card>

  <Card title="Explore Core Features" icon="stars" href="./core-concepts/tracing">
    Discover the power of automated tracing, local debugging, and the prompt playground.
  </Card>
</CardGroup>

## Key Capabilities

Agensight provides a suite of tools designed to give you deep insights into your LLM workflows:

<CardGroup cols={3}>
  <Card title="Seamless Tracing" icon="diagram-project" href="./core-concepts/tracing">
    Automatically capture structured traces for every LLM call, complete with context and token usage.
  </Card>

  <Card title="Local-First Debugging" icon="terminal" href="./core-concepts/local-development">
    Inspect traces, manage prompt versions, and experiment in the local playground, all offline.
  </Card>

  <Card title="Flexible Configuration" icon="sliders" href="./core-concepts/tracinc">
    Customize project, trace, and span names. Define agents and models easily via JSON.
  </Card>
</CardGroup>

## Dive Deeper

Ready to enhance your LLM development experience?

<CardGroup cols={2}>
  <Card title="API Reference" icon="code" href="./api-reference/functions/function-overview">
    Explore the Agensight SDK functions and classes in detail.
  </Card>

  <Card title="Practical Examples" icon="flask-vial" href="./examples/basic-usage">
    See Agensight in action with practical use-cases and code samples.
  </Card>
</CardGroup>

For community support or to contribute, visit our [GitHub Repository](https://github.com/PYPE-AI-MAIN/agensight).