### Install JigsawStack Python SDK

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This command installs the JigsawStack Python SDK using pip, the Python package installer. It fetches the latest version of the library and its dependencies, making it available for use in Python projects.

```bash
pip install jigsawstack
```

--------------------------------

### Initialize JigsawStack Python SDK

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This snippet demonstrates how to initialize the JigsawStack SDK in Python. It imports the JigsawStack class and creates an instance, passing the user's API key for authentication. This setup is required before making any API calls.

```python
from jigsawstack import JigsawStack

jigsaw = JigsawStack(api_key="your-api-key")
```

--------------------------------

### Convert Speech to Text using JigsawStack

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This example demonstrates how to transcribe speech from a given URL to text. It provides the URL of an audio/video file as a parameter and calls the speech_to_text method through the audio module. The SDK processes the audio and returns the transcribed text.

```python
params = { "url": "https://rogilvkqloanxtvjfrkm.supabase.co/storage/v1/object/public/demo/Video%201737458382653833217.mp4?t=2024-03-22T09%3A50%3A49.894Z"}
result = jigsaw.audio.speech_to_text(params)
```

--------------------------------

### Overview of JigsawStack AI API Categories

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This section provides a high-level overview of the various AI service categories available through the JigsawStack SDK. It lists the main domains like General, Web, Audio, Vision, LLMs, Generative, and Validation, along with examples of the specific APIs offered within each category.

```APIDOC
Category: General
  APIs: Translation, Summarization, Sentiment Analysis
Category: Web
  APIs: AI Web Scraping, AI Web Search
Category: Audio
  APIs: Text to Speech, Speech to Text
Category: Vision
  APIs: vOCR, Object Detection
Category: LLMs
  APIs: Prompt Engine
Category: Generative
  APIs: AI Image (Flux, SD, SDXL-Fast & more), HTML to Any
Category: Validation
  APIs: Email, NSFW images, profanity & more
```

--------------------------------

### Perform AI Web Scraping with JigsawStack

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This example shows how to use the AI web scraping feature. It defines parameters including the target URL and specific elements to extract (e.g., prices), then calls the ai_scrape method through the web module of the JigsawStack instance. The result contains the scraped data.

```python
params = {
 "url": "https://www.amazon.com/Cadbury-Mini-Caramel-Eggs-Bulk/dp/B0CWM99G5W",
 "element_prompts": ["prices"]
}
result = jigsaw.web.ai_scrape(params)
```

--------------------------------

### Convert Text to Speech using JigsawStack

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This snippet illustrates how to convert text into speech. It sets the input text as a parameter and then invokes the text_to_speech method via the audio module of the JigsawStack SDK. The output will be an audio representation of the provided text.

```python
params = {"text": "Hello, how are you doing?"}
result = jigsaw.audio.text_to_speech(params)
```

--------------------------------

### Perform Visual OCR with JigsawStack

Source: https://github.com/jigsawstack/jigsawstack-python/blob/main/README.md

This snippet shows how to use the Visual OCR (vOCR) service. It takes the URL of an image as input parameters and calls the vocr method through the vision module. The service extracts text from the image, and the result contains the recognized text.

```python
params = {
    "url": "https://rogilvkqloanxtvjfrkm.supabase.co/storage/v1/object/public/demo/Collabo%201080x842.jpg?t=2024-03-22T09%3A22%3A48.442Z"
}
result = jigsaw.vision.vocr(params)
```

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