RankGPTWeiwei Sun
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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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About
RankGPT is a Python toolkit designed to explore the use of generative Large Language Models (LLMs) like ChatGPT and GPT-4 for relevance ranking in Information Retrieval (IR). It introduces methods such as instructional permutation generation and a sliding window strategy to enable LLMs to effectively rerank documents. It supports various LLMs, including GPT-3.5, GPT-4, Claude, Cohere, and Llama2 via LiteLLM. RankGPT provides modules for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. It 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. RankGPT's Model Zoo includes models like LiT5 and MonoT5, hosted on Hugging Face.
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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
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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Audience
AI researchers needing a tool to leverage LLMs for advanced document reranking in information retrieval systems
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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
No information available.
Free Version
Free Trial
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Pricing
Free
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 InformationDucky
www.ducky.ai/
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Company InformationWeiwei Sun
United States
github.com/sunnweiwei/RankGPT
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Categories |
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Integrations
Airtable
ChatGPT
Claude
Cohere
Confluence
GPT-3.5
GPT-4
Gorgias
Help Scout
HubSpot Customer Platform
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Integrations
Airtable
ChatGPT
Claude
Cohere
Confluence
GPT-3.5
GPT-4
Gorgias
Help Scout
HubSpot Customer Platform
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