Pinecone Rerank v0Pinecone
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Related Products
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About
Pinecone Rerank V0 is a cross-encoder model optimized for precision in reranking tasks, enhancing enterprise search and retrieval-augmented generation (RAG) systems. It processes queries and documents together to capture fine-grained relevance, assigning a relevance score from 0 to 1 for each query-document pair. The model's maximum context length is set to 512 tokens to preserve ranking quality. Evaluations on the BEIR benchmark demonstrated that Pinecone Rerank V0 achieved the highest average NDCG@10, outperforming other models on 6 out of 12 datasets. For instance, it showed up to a 60% boost on the Fever dataset compared to Google Semantic Ranker and over 40% on the Climate-Fever dataset relative to cohere-v3-multilingual or voyageai-rerank-2. The model is accessible through Pinecone Inference and is available to all users in public preview.
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About
Trismik is an AI model evaluation platform designed to help teams choose the right large language model for their specific use case using real data instead of assumptions or generic benchmarks. It focuses on turning model experimentation into clear, evidence-based decisions by allowing users to test and compare multiple models directly on their own datasets, rather than relying on public leaderboards or limited manual testing. It introduces tools such as QuickCompare, which enables side-by-side evaluation of 50+ models across key dimensions like quality, cost, and speed, making trade-offs visible and measurable in real-world conditions. Trismik also incorporates adaptive evaluation techniques inspired by psychometrics, dynamically selecting the most informative test cases and automatically scoring outputs across factors such as factual accuracy, bias, and reliability.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
AI developers looking for a tool to enhance the relevance and accuracy of search results in enterprise applications, particularly those leveraging RAG systems
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Audience
AI engineers and product teams who need to evaluate, compare, and select the best language models for their specific applications using real data instead of benchmarks
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$25 per month
Free Version
Free Trial
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Pricing
$9.99 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationPinecone
Founded: 2019
United States
www.pinecone.io/blog/pinecone-rerank-v0-announcement/
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Company InformationTrismik
United States
trismik.com
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Categories |
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Integrations
Hugging Face
Amazon Web Services (AWS)
Box
Cloudera
Cohere
Context Data
Datavolo
Estuary Flow
Fleak
Gathr.ai
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Integrations
Hugging Face
Amazon Web Services (AWS)
Box
Cloudera
Cohere
Context Data
Datavolo
Estuary Flow
Fleak
Gathr.ai
|
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