JigsawStack v3 Has Officially Launched! ๐
We're thrilled to announce the official launch of JigsawStack v3 along with our new token-based pricing model! These updates underscore our commitment to making infrastructure automation both accessible and genuinely valuable for developers like you.
๐ Meet the Team & Upcoming Hackathon!
Exciting news! We finally met in person for the first time in San Francisco, and had a blast! We're keeping the momentum going with our upcoming hackathon:

Smol Hackathon for Smol Models v0.2

๐ Date: Saturday, April 19th
๐ Time: 9:30 AM - 6:30 PM
๐ Location: Hacker House, Nob Hill, San Francisco (exact address upon approval)
What to Expect:
Cozy hacker-house vibes to kickstart your weekend AI projects
Opportunities to explore new AI tools, features, or product integrations
Casual atmosphere for sharing work and receiving feedback
Demos, small talks, and networking with fellow devs
Schedule:
9:30 AM: Doors open
10:00 AM: Introduction & tech sharing
11:00 AM: Start building
5:30 PM: Demos
6:30 PM: Doors close
๐ Register here (approval required)
Got questions? Reach out to Yoeven on X!
Support Us on Product Hunt!
Weโre excited to announce that JigsawStack v3 is launching on Product Hunt on April 21st! Your support would mean the world to us. Mark your calendars, and join us on launch day to help spread the word, share your feedback, and upvote our launch! ๐
Click here to get notified on the 21st!
What's New in v3?

New Token-Based Pricing Model is Live
Our new pricing is now active and automatically applied to your account:
Pricing details:
Input & Output Tokens
Inference Time Tokens (1ms processing = 1 token)
This granular pricing means most users will experience cost savings ranging from 2.5x to 36x compared to our previous per-request pricing!
Service Merges
AI Scraper & Web Scraper are now combined
All Geo APIs have been removed
New Model Launches
Embedding model (v1 beta)
Image-to-Image Translation model
Key SDK Updates in v3
AI Scraper: Enhanced parameters for precise data extraction.
jigsaw.ai_scrape({
url: "https://example.com",
selectors: ["h1", ".product-description"],
element_prompts: ["titles", "Product descriptions"],
});
Embedding API: Seamlessly integrate embeddings for diverse data.
jigsaw.embedding({
text: "Your text here",
type: "text",
});
Image-to-Image Translation: Easily translate image content.
jigsaw.translate.image({
url: "https://images.unsplash.com/photo-1566657817181-c69e4a8eeb1e?q=80&w=3087&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D",
target_language: "hi",
});
Important Note: The updated JavaScript and Python SDKs include breaking changes. Be sure to check our updated documentation to navigate these updates smoothly.
More Highlights from Recent Updates:
Secured $1.5M funding from Ada Ventures and Antler
Welcomed Harsha Vardhan Khurdula as our Founding AI Researcher
Benchmarking shows JigsawStack vOCR outperforming Mistral OCR
Added powerful web crawling capabilities
Launched the JigsawStack MCP Server for seamless agent integration
What's Coming Next?
We're rolling out continuous enhancements throughout April and May. Keep an eye on your inbox for more exciting announcements!
Need Support?
Our team is ready to help with any questions or feedback:
Join our Discord
Check our updated documentation
Thank you for being an essential part of our growing developer community!
Cheers,
Angel & The JigsawStack Team
