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ease
features
design
support

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Description

Clef-flash is a rapid 9B multimodal decision-making model that converts a given state and a framework of typed inquiries into organized decisions. It has the capability to interpret state data in various formats such as text, JSON, images, or video, providing a probability for each possible option related to every question posed. The model accommodates a context window of 24,576 tokens and supports visual input, enabling developers to analyze structured application data alongside visual materials seamlessly. Clef Flash features three specific formats for typed questions: "noul" for estimating the likelihood of a proposition being correct, "choice" for opting among a set of predefined alternatives with individual probabilities, and "score" for assessing input against a hierarchy of criteria to generate a probability-weighted score. Applications can pose between 1 and 64 questions in a single API call, with responses linked to the original question IDs. Potential applications include assessing the urgency of a support request, directing it to the appropriate team, and evaluating the severity of customer impact, thus enhancing operational efficiency in decision-making processes. By utilizing this model, organizations can improve their response strategies and streamline workflows further.

Description

The Hume Audio Decisions API serves as a cloud-based solution tailored for developers focused on creating voice applications and teams analyzing sound and speech. This API processes audio recordings along with optional contextual information and user-generated inquiries, delivering structured probabilities for potential answers. The range of questions spans observable audio characteristics, such as the count of speakers and the presence of background noise, in addition to subjective assessments regarding tone, empathy, clarity, naturalness, and frustration levels. With these insights, teams can effectively evaluate support calls, assess the performance of voice agents and text-to-speech systems, label speech datasets, contrast different recordings, and pinpoint instances for escalation or further model training. This API seamlessly integrates as a decision-making layer with existing speech recognition and voice generation systems, enabling developers to incorporate its analytical scores and probabilities into their unique workflows. Access to the API is granted through Hume, and the pricing structure is determined by the number of audio clips, questions, and contextual tokens submitted. Additionally, the API's versatility allows for a wide range of applications in various industries, enhancing the overall user experience and operational efficiency.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Hume AI No 
Markdown Yes 
Python Yes 
TypeScript Yes 

Integrations

Hume AI Yes 
Markdown No 
Python No 
TypeScript No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$0.47/1M tokens
Usage costs $0.47 per 1 million input tokens, with no commitment. An organization receives a 1-million-input-token trial credit after access is granted. Enterprise plans offer volume pricing and deployment in a VPC, on premises, or in country.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Cloudflare

Founded

2009

Country

United States

Website

developers.cloudflare.com/workers-ai/models/clef-flash/

Vendor Details

Company Name

Hume AI

Founded

2021

Country

United States

Website

www.hume.ai/products/decision-model-api

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Product Features

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