RankLLMCastorini
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Related Products
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Ducky:
About
Ducky is an AI search platform that lets teams add powerful search to their products in minutes. It handles the full AI search pipeline, eliminating the need to build and maintain complex infrastructure. The platform supports multimodal search across text, images, and PDFs with high accuracy. Automated chunking, ranking, and reranking ensure the most relevant results surface first. Advanced metadata filtering enables precise and flexible search experiences. Ducky improves automatically over time without manual training or tuning. It helps teams ship AI-powered features faster while reducing development and operational overhead.
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RankLLM:
About
RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking. It offers a suite of rerankers, pointwise models like MonoT5, pairwise models like DuoT5, and listwise models compatible with vLLM, SGLang, or TensorRT-LLM. Additionally, it supports RankGPT and RankGemini variants, which are proprietary listwise rerankers. It includes modules for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. RankLLM integrates with Pyserini for retrieval and provides integrated evaluation for multi-stage pipelines. It also includes a module for detailed analysis of input prompts and LLM responses, addressing reliability concerns with LLM APIs and non-deterministic behavior in Mixture-of-Experts (MoE) models. The toolkit supports various backends, including SGLang and TensorRT-LLM, and is compatible with a wide range of LLMs.
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Ducky:
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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RankLLM:
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Ducky:
Audience
Ducky is ideal for SaaS teams, developers, and product builders who want to add fast, accurate AI search to their applications without managing infrastructure
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RankLLM:
Audience
Academic researchers and developers seeking a solution offering tools for implementing and evaluating listwise reranking with large language models
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Ducky:
Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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RankLLM:
Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Ducky:
API
Offers API
Not Supported
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RankLLM:
API
Offers API
Supported
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Ducky:
Screenshots and Videos |
RankLLM:
Screenshots and Videos |
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Ducky:
Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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RankLLM:
Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Ducky:
Reviews/
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RankLLM:
Reviews/
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Ducky:
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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RankLLM:
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Ducky:
Company InformationDucky
www.ducky.ai/
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RankLLM:
Company InformationCastorini
Canada
github.com/castorini/rank_llm/
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Ducky:
Alternatives |
RankLLM:
Alternatives |
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RankLLM:
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RankLLM:
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RankLLM:
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Ducky:
Categories |
RankLLM:
Categories |
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Ducky:
Integrations
Airtable
Supported
Confluence
Supported
Gemini
Not Supported
Google Drive
Supported
Gorgias
Supported
Help Scout
Supported
HubSpot CRM
Supported
HubSpot Customer Platform
Supported
Jira
Supported
Jira Service Management
Supported
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RankLLM:
Integrations
Airtable
Not Supported
Confluence
Not Supported
Gemini
Supported
Google Drive
Not Supported
Gorgias
Not Supported
Help Scout
Not Supported
HubSpot CRM
Not Supported
HubSpot Customer Platform
Not Supported
Jira
Not Supported
Jira Service Management
Not Supported
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Ducky:
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RankLLM:
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