RankGPTWeiwei Sun
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Related Products
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About
Nexal AI is a cutting-edge technology company dedicated to transforming the way businesses and individuals leverage artificial intelligence. Their all-in-one AI platform seamlessly integrates leading large language models such as ChatGPT, Gemini, Llama, Mistral AI, Leonardo, and Claude. Designed for versatility and efficiency, Nexal AI empowers users to harness the power of advanced natural language processing, automation, and data analysis. The platform offers unparalleled performance in these areas, making it a valuable tool for a wide range of applications. Compare models to find the perfect fit for your needs. Build tailored AI personas for more personalized interactions. Jumpstart with ready-to-use prompts for common tasks. Create stunning visuals using advanced AI techniques. Unified access to top AI models in one platform. Utilize pre-made prompts for swift AI interactions. Enjoy a smooth, streamlined interface experience.
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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
Data analysts looking for a tool to enhance their workflows with advanced AI-driven natural language processing
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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
$1.99 per month
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 InformationNexalAI
nexalai.com
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Company InformationWeiwei Sun
United States
github.com/sunnweiwei/RankGPT
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Categories |
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Integrations
ChatGPT
Claude
Codestral
Codestral Mamba
Cohere
DALL·E 3
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
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Integrations
ChatGPT
Claude
Codestral
Codestral Mamba
Cohere
DALL·E 3
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
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