shipfastlabs/toolkit-jigsawstack

JigsawStack tools for the Laravel AI SDK - sentiment, summary, embedding, translation, web search, scraping, vision, audio, and validation

1.0.0 2026-06-07 19:05 UTC

Requires

• php: ^8.4.0
• illuminate/contracts: ^12.0|^13.0
• illuminate/support: ^12.0|^13.0
• laravel/ai: ^0.7

MIT

• tool
• OCR
• laravel
• translate
• scrape
• sentiment
• ai
• summary
• embedding
• web-search
• speech-to-text
• jigsawstack

README

JigsawStack tools for the Laravel AI SDK - sentiment, summary, embedding, translation, web search, scraping, vision, audio, and validation

Part of the shipfastlabs/toolkit catalog of reusable AI tools for the Laravel AI SDK.

Installation

composer require shipfastlabs/toolkit-jigsawstack

Usage

Register every JigsawStack tool at once with the JigsawStack helper:

use Shipfastlabs\Toolkit\JigsawStack\JigsawStack;

$tools = JigsawStack::all(); // Collection<int, Tool>

Or add individual tools to an agent's tools():

use Shipfastlabs\Toolkit\JigsawStack\JigsawStackWebSearch;
use Shipfastlabs\Toolkit\JigsawStack\JigsawStackSummary;

$tools = [
    new JigsawStackWebSearch,
    new JigsawStackSummary,
];

Tools

Each tool maps to a JigsawStack endpoint and returns the raw JSON response (pretty-printed) so the model can read every field.

General

Class	Endpoint	Required	Optional
JigsawStackSentiment	POST /v1/ai/sentiment	text	—
JigsawStackSummary	POST /v1/ai/summary	text	type (text|points), max_points
JigsawStackEmbedding	POST /v1/embedding	text	type (default text)
JigsawStackPrediction	POST /v1/ai/prediction	dataset (JSON array of {date,value})	steps
JigsawStackTextToSql	POST /v1/ai/sql	prompt	sql_schema, database

Translation

Class	Endpoint	Required	Optional
JigsawStackTranslateText	POST /v1/ai/translate	text, target_language	current_language
JigsawStackTranslateImage	POST /v1/ai/translate/image	url, target_language	—

Web

Class	Endpoint	Required	Optional
JigsawStackWebSearch	POST /v1/web/search	query	ai_overview, safe_search, max_results
JigsawStackAiScrape	POST /v1/ai/scrape	url, element_prompts (comma-separated)	root_element_selector
JigsawStackHtmlToAny	POST /v1/web/html_to_any	html	type (png|jpeg|webp|pdf), full_page
JigsawStackSearchSuggestions	GET /v1/web/search/suggest	query	—

Vision

Class	Endpoint	Required	Optional
JigsawStackVocr	POST /v1/vocr	url	prompt
JigsawStackObjectDetection	POST /v1/object_detection	url	prompts (comma-separated), annotated_image

Audio

Class	Endpoint	Required	Optional
JigsawStackSpeechToText	POST /v1/ai/transcribe	url	language, translate

Validation

Class	Endpoint	Required	Optional
JigsawStackNsfwDetection	POST /v1/validate/nsfw	url	—
JigsawStackProfanityCheck	POST /v1/validate/profanity	text	censor_replacement
JigsawStackSpellCheck	POST /v1/validate/spell_check	text	language_code
JigsawStackSpamCheck	POST /v1/validate/spam_check	text	—

Configuration

Every tool reads its API key from Laravel's services config.

1. Add the JigsawStack service to config/services.php

// config/services.php

return [

    // ... existing services ...

    'jigsawstack' => [
        'key' => env('JIGSAWSTACK_API_KEY'),
    ],

];

2. Add the environment variable to .env

JIGSAWSTACK_API_KEY=your-key-here

Config key	Env var	Default	Description
services.jigsawstack.key	JIGSAWSTACK_API_KEY	-	Required. Your JigsawStack API key, sent as the x-api-key header.

Safety

• All tools validate required inputs before calling the API.
• Requests time out after 60 seconds.
• API errors and network failures are caught and returned as friendly string messages so the model can recover.
• Requires a valid JigsawStack API key; tools return a clear "not configured" message when it is missing.

JigsawStack API

These tools use the JigsawStack API. See the API reference for full details on each endpoint and its response shape.