> ## Documentation Index
> Fetch the complete documentation index at: https://www.getmaxim.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Sentiment Analysis

> Analyzes the speech patterns, acoustic features like pitch and vocal tone and the overall sentiment of User in an pre recorded audio conversation to deliver precise sentiment classification

## Input

* **Required Inputs:**
  * **`output`**: URL of the audio recording to evaluate

## Output

* **`Result`**: One of `positive`, `negative`, or `neutral`
* **`Reasoning`**: Brief explanation for the classification

<Note>
  Supported models: Gemini 2.5 Flash (recommended), GPT-4o Audio Preview, Gemini 2.5 Pro. Gemini 2.5 Flash is recommended for best performance and latency.
</Note>

## Interpretation

* **positive**: Predominantly positive affect (e.g., satisfied, pleased)
* **negative**: Predominantly negative affect (e.g., angry, frustrated)
* **neutral**: Largely neutral, very casual without any emotions shown