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What is Liquid d1?

d1 is the first decision model introduced by Liquid AI, which offers answers to structured questions about a given situation by utilizing probabilities rather than generating text responses. This innovative model efficiently processes unstructured data, such as textual and visual inputs, along with one or more inquiries in a single, cohesive forward pass, yielding probabilities without producing traditional output tokens. It supports three specific question formats: noul for simple yes-or-no choices, choice for selecting from a set of labels with their corresponding probabilities, and score for evaluating inputs on a ranked scale using probability metrics. Additionally, d1 is capable of processing multiple questions at once within a single query, thereby boosting its effectiveness in real-time decision-making scenarios. Liquid AI demonstrates the versatility of d1 across various applications, including the filtering of support tickets, exploring code repositories, intelligently categorizing documents into folders, managing websites, summarizing agent context, inspecting industrial parts, and even participating in games based on screenshots. This wide array of applications showcases not only the model's adaptability but also its potential to transform decision-making processes across different industries, emphasizing a notable leap forward in the realm of decision-making technologies.

What is Laya AI?

Laya AI embodies a collection of open-source, non-autoregressive decision-making models that prioritize swift and structured decision processes over the generation of free-form text. By analyzing a specific state alongside structured queries in one comprehensive step, it generates outputs that can be seamlessly integrated into application code. The system categorizes decisions into three types: choice, which selects from a set of predefined options and provides associated probabilities; score, which evaluates an input on a ranked scale such as urgency or severity; and noul, which predicts the likelihood that a statement is true. Designed for a wide range of tasks, Laya effectively manages agent and model routing, assists in ticket triage, and conducts risk assessments, among other functionalities. Its features enable the system to allocate requests to the correct department, gauge urgency levels, detect signs of potential refunds or customer churn, and identify instances of policy breaches or abuse. Additionally, it can escalate unclear cases to more sophisticated models or human experts for further examination. This adaptability makes Laya AI not only a valuable tool in operational settings but also enhances its ability to evolve with the changing demands of various industries. Ultimately, Laya AI distinguishes itself through its remarkable versatility and effectiveness in enhancing decision-making processes across a plethora of operational requirements.

Media

Media

Integrations Supported

Hugging Face
Claude Opus 5.5
GPT-6.1 Sol
OpenRouter
Vercel

Integrations Supported

Hugging Face
GitHub
Node.js
ONNX
PyPI
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version
Free Trial Offered?

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars

Training Options

Documentation Hub

Company Facts

Organization Name

Liquid AI

Date Founded

2023

Company Location

United States

Company Website

www.liquid.ai/blog/d1-decision-model

Company Facts

Organization Name

Laya AI

Date Founded

2020

Company Location

India

Company Website

laya-ai.com

Categories and Features

AI Decision Models

Not specified

Categories and Features

AI Decision Models

Not specified

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