RankGPT

RankGPT

Weiwei Sun
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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.

About

SearchScore is an AI visibility analysis tool that shows how likely your website is to be recommended by AI systems like ChatGPT, Google AI, and Perplexity. Traditional SEO focuses on rankings. AI tools generate answers - and only include a few trusted sources. If your site isn’t structured for AI, you may not be included at all. SearchScore analyzes your site across 130+ signals to identify what’s missing, why competitors are being chosen instead, and what to fix. It also validates visibility using real AI-generated answers, showing whether your brand is actually cited across leading models. Get clear, prioritised fixes, improve AI readability and trust signals, and increase your chances of being recommended - not just ranked.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI researchers needing a tool to leverage LLMs for advanced document reranking in information retrieval systems

Audience

Marketers

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Weiwei Sun
United States
github.com/sunnweiwei/RankGPT

Company Information

SearchScore
Founded: 2026
United Kingdom
searchscore.io

Alternatives

RankLLM

RankLLM

Castorini

Alternatives

RankScope

RankScope

Mindtide LLC
ColBERT

ColBERT

Future Data Systems
HubSpot AEO

HubSpot AEO

HubSpot

Categories

Categories

Integrations

ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Google AI Overviews
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
Perplexity
Python
RankLLM

Integrations

ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Google AI Overviews
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
Perplexity
Python
RankLLM
Claim RankGPT and update features and information
Claim RankGPT and update features and information
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