A Merry Update from JigsawStack! 🎄 Smarter Tools and Looking to the New Year

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3 min read

Hey Devs ❄️

As the holiday season fills the air with joy and wonder, we’re reflecting on an incredible 2024. This year has been a whirlwind of innovation, growth, and milestones, and we’re so grateful for our amazing community, which has supported us every step of the way.

We’ve been working on some big things lately, and it’s time to share them with you. So, grab a cup of hot cocoa, and let’s dive into the updates that will set you up for an even brighter 2025!

What’s New

Enhanced Prompt Engine

Our Prompt Engine has received significant upgrades to make your workflows even smoother:

  • Real-Time Streaming: Ideal for live applications.

  • Pre-Optimized Templates: Faster setup with customizable options.

  • Instant Web Data Access: Seamlessly integrate live information.

  • Smarter, Cost-Effective Prompts: Reduce costs while optimizing performance.

Explore the full details in our blog: Prompt Engine: Internet, Streaming & More.

Bring Your Own URLs to Search API

You can now specify URLs for custom searches with our Search API, giving you even greater control over the results. Use cases include targeted website searches, company-specific content, or private repositories.

Here’s how it works:

  • Endpoint: /v1/web/search

  • Body: Add a byo_urls parameter with an array of URLs you want to search.

  • Options: Configure safe search, spell-checking, and AI-powered overviews.

Learn more here: Search API Documentation.

Postman collection

Access all of JigsawStacks API in the Postman Collection, making it even easier to test and explore all APIs. This integration allows you to interact with all endpoints directly from Postman.

Llama 3.3 Integration

The Prompt Engine now supports the Llama 3.3 model, providing advanced capabilities! Try Prompt Engine today and ensure you never have to worry about selecting the best model for your needs again.

Learn more here: Llama 3.3 Now Available.

Documentation Updates

We’ve simplified access to our documentation—everything is now available at https://jigsawstack.com/docs. Bookmark it and dive into guides, API references, and more.

Multimodal Embedding Model Alpha

We launched a multimodal embedding model in Alpha last month and would love your feedback. Unlike traditional embedding models, ours supports:

  • Multiple Modalities: Text, images, PDFs, and audio.

  • Broad Language Support: Over 80 languages.

Help us test the model during Alpha and receive four months of free access post-launch. Contact Yoeven at to participate. Learn more here.

Recent Blogs

Forecasting with AI: Learn how our Prediction API simplifies time-series forecasting without requiring data science expertise. Read the blog Forecasting with AI in Seconds.

Vision + OCR: Extract Data from large PDFs with Precision

Vision + OCR: Unlock insights from PDFs and images with our vOCR API. Discover how it works here.

Behind the Scenes

At JigsawStack, we recognize the pain points developers face with repetitive backend tasks. Current solutions often fall short in performance, accessibility, and developer experience.

We are committed to building highly specialized AI models to make your lives easier. We promise speed, reliability, and ease of integration into any backend.

Read more about our vision here: Why We’re Building JigsawStack.

Get Started Today

  • Documentation: Find setup guides and API references here.

  • Community: Join the conversation on Discord or Twitter.

  • Alpha Testing: Sign up to test our multimodal embedding model by emailing .

Wishing You a Wonderful Holiday Season! ✨

As we deck the halls and prepare for the New Year, we want to thank you for being part of our journey. Together, we’ve built something special, and we can’t wait to see what you will achieve in 2025.

Warm wishes and happy building,
Angel & The JigsawStack Team

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