Audience
AI developers looking for a tool to enhance the relevance and accuracy of search results in enterprise applications, particularly those leveraging RAG systems
About Pinecone Rerank v0
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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Pricing
Starting Price:
$25 per month
Free Version:
Free Version available.
Company Information
Pinecone
Founded: 2019
United States
www.pinecone.io/blog/pinecone-rerank-v0-announcement/
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Product Details
Platforms Supported
Cloud
Training
Documentation
In Person
Videos
Support
Phone Support
Online
Pinecone Rerank v0 Frequently Asked Questions
Q: What kinds of users and organization types does Pinecone Rerank v0 work with?
Pinecone Rerank v0 works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Pinecone Rerank v0 support in their product?
Pinecone Rerank v0 supports these languages: English.
Q: What kind of support options does Pinecone Rerank v0 offer?
Pinecone Rerank v0 offers support via phone support and online.
Q: What other applications or services does Pinecone Rerank v0 integrate with?
Pinecone Rerank v0 integrates with: Airbyte, Amazon Bedrock, Amazon SageMaker, Anyscale, Amazon Web Services (AWS), Microsoft Azure, Box, Cloudera, Cohere, Confluent, Context Data, Databricks, Datadog, Datavolo, Estuary Flow, Fleak, Flowise, GitHub Copilot, Google Cloud Platform, Haystack, HoneyHive, Hugging Face, Instill, Pinecone, and Gathr.ai and more.
Q: Does Pinecone Rerank v0 have an API?
Yes, Pinecone Rerank v0 has an API.
Q: What type of training does Pinecone Rerank v0 provide?
Pinecone Rerank v0 provides training in the form of documentation, in person, and videos.
Q: How much does Pinecone Rerank v0 cost?
Pricing for Pinecone Rerank v0 starts at $25 per month.
