Introduction: Increase engagement, conversion, and retention with a configurable system that adapts in real-time.
Added on: Jan 20, 2025
Shaped

What is Shaped

Shaped is a platform designed to enhance search and recommendation systems by leveraging real-time behavioral signals and state-of-the-art AI technologies. It offers a highly customizable and secure infrastructure that integrates seamlessly with existing data sources, enabling rapid deployment and real-time adaptability.

How to Use Shaped

  1. Install the Shaped client using npm or pip.
  2. Connect your data sources to Shaped.
  3. Train your first model in hours.
  4. Integrate the ranking system into your application.
  5. Use the rank function to generate recommendations based on user behavior.

Use Cases of Shaped

Shaped is ideal for companies looking to improve their search and recommendation systems. It is particularly useful for businesses that need to handle multi-modal unstructured data, require real-time ranking, and want to avoid the high costs and complexities of building and maintaining custom machine learning solutions.

Features of Shaped

  • Easy Set-Up

    Shaped allows for rapid connection and deployment by integrating directly with your existing data sources.

  • Real-Time Adaptability

    The platform ingests and re-ranks data in real-time using behavioral signals to ensure relevance.

  • State-of-the-Art Model Library

    Shaped provides access to a library of fine-tuned LLMs and neural ranking models for optimal performance.

  • Highly Customizable

    Users can build and experiment with ranking and retrieval components tailored to any use case.

  • Explainable Results

    Shaped offers tools to visualize, evaluate, and interpret data with in-session analytics and performance metrics.

  • Secure Infrastructure

    The platform scales with enterprise-grade security, ensuring GDPR and SOC2 compliance.

FAQs from Shaped

1

What types of data does Shaped support?

Shaped supports multi-modal unstructured data, including text, images, and video, using state-of-the-art AI technologies like transformers and Large Language Models (LLMs).
2

How does Shaped compare to Algolia and AWS Personalize?

Shaped offers real-time ranking systems, direct integration with data warehouses, and white-glove support, which are not available in Algolia or AWS Personalize.
3

How long does it take to integrate Shaped?

The integration process is quick. You can connect your data to Shaped in minutes, train your first model in hours, and fully integrate into your app in days.
4

What is the pricing model for Shaped?

Shaped operates on a flat-fee monthly pricing model determined by usage, including the number of monthly active users and item counts.
5

How does Shaped ensure data security?

Shaped uses best physical, virtual, network, and operational security practices, including AES-256 encryption, TLS 1.2+ for traffic, and role-based authentication.