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features
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support

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Description

IPRally offers a brand new way of searching patents – knowledge graphs combined with supervised deep learning AI. The easy-to-use web application gives you an unmatched semantic and technical understanding of the global patent literature. Unlike the typical AI-driven patent search software, IPRally has a high level of transparency: you will see why the search results are relevant and how the AI understands your technology and the prior art. Whether you use IPRally for patentability searches, FTO searches, technology monitoring or need to find the killer prior art the examiner didn’t, it will save you significant amounts of time and effort.

Description

Tev1 is a rapid decision-making and classification model developed by Together AI, which has been fine-tuned from Qwen3.5 4B. Its user-friendly interface allows for the input of a state, a question, and between 2 to 24 labeled choices, enabling the model to output a single letter that can be mapped back to a semantic key by software. This design is particularly beneficial for various production tasks, such as managing support ticket routing, assessing automated returns, enforcing policy guidelines, sentiment analysis, document categorization, and integrating precise decision-making steps into larger agent workflows. With a parameter count of 4.7B and a 32.8K-token context window, the model operates with non-thinking generation to ensure fast and reliable classification. It has been trained on a diverse set of 37,840 examples covering areas such as intent detection, boolean comprehension, sentiment evaluation, policy application, as well as categorizing news and academic papers. The recommended configuration suggests using a temperature setting of 0 along with a minimal output budget, ensuring that the responses are both consistent and straightforward to interpret. In summary, Tev1 stands out as a versatile tool that efficiently addresses a wide range of classification needs.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Orbit Intelligence Yes 
PatBase Yes 
Python No 
Qwen3.5 No 
TypeScript No 

Integrations

Orbit Intelligence No 
PatBase No 
Python Yes 
Qwen3.5 Yes 
TypeScript Yes 

Pricing Details

€3000 per year
Free Trial Yes 
Free Version No 

Pricing Details

$0.04 per 1M tokens
Free Trial No 
Free Version Yes 

Deployment

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

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) Yes 
In Person No 

Types of Training

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

Vendor Details

Company Name

IPRally Technologies

Founded

2018

Country

Finland

Website

www.iprally.com

Vendor Details

Company Name

Together AI

Founded

2022

Country

United States

Website

www.together.ai/models/tev1-4b-experimental

Product Features

Intellectual Property Management

Deadline Management No 
Docket Management No 
Document Management No 
IP Portfolio Management No 
Information Disclosure Management No 
Patent Tracking Yes 
Renewal Management No 
Spend Management No 
Trademark Tracking No 

Product Features

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