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Description
Assimity serves as the premier platform for individuals eager to swiftly and affordably develop and utilize AI Models to tackle real-world challenges by expertly curating, benchmarking, and merging the finest AI Models to formulate solutions. Our platform systematically gathers and organizes AI Models developed by various creators, facilitating the process of finding the most suitable model for specific use cases. We evaluate and rank these AI Models according to their performance, providing valuable insights to creators for optimization and enabling users to assess their effectiveness. By combining the top-performing AI Models, we generate new models tailored to individual requirements, significantly cutting down on costs and accelerating the time to market. Assimity connects AI Model creators with individuals and organizations in need of these models to address issues and seize opportunities efficiently. In addition to offering a straightforward and economical approach for creators to introduce their AI models to the market, we also ensure that customers can easily access and implement them, enhancing the overall ecosystem of AI solutions. Furthermore, our comprehensive comparison and scoring system empowers creators with insights that drive continuous improvement in their models.
Description
Pinecone Rerank V0 is a cross-encoder model specifically designed to enhance precision in reranking tasks, thereby improving enterprise search and retrieval-augmented generation (RAG) systems. This model processes both queries and documents simultaneously, enabling it to assess fine-grained relevance and assign a relevance score ranging from 0 to 1 for each query-document pair. With a maximum context length of 512 tokens, it ensures that the quality of ranking is maintained. In evaluations based on the BEIR benchmark, Pinecone Rerank V0 stood out by achieving the highest average NDCG@10, surpassing other competing models in 6 out of 12 datasets. Notably, it achieved an impressive 60% increase in performance on the Fever dataset when compared to Google Semantic Ranker, along with over 40% improvement on the Climate-Fever dataset against alternatives like cohere-v3-multilingual and voyageai-rerank-2. Accessible via Pinecone Inference, this model is currently available to all users in a public preview, allowing for broader experimentation and feedback. Its design reflects an ongoing commitment to innovation in search technology, making it a valuable tool for organizations seeking to enhance their information retrieval capabilities.
API Access
Has API
API Access
Has API
Integrations
Amazon Web Services (AWS)
Amazon SageMaker
Apify
Box
Cohere
Context Data
Datavolo
Estuary Flow
Facebook
Flowise
Integrations
Amazon Web Services (AWS)
Amazon SageMaker
Apify
Box
Cohere
Context Data
Datavolo
Estuary Flow
Facebook
Flowise
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$25 per month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Assimity
Founded
2020
Country
United Kingdom
Website
assimity.com
Vendor Details
Company Name
Pinecone
Founded
2019
Country
United States
Website
www.pinecone.io/blog/pinecone-rerank-v0-announcement/
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)