RankGPT

RankGPT

Weiwei Sun
+
+

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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.

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.

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

Data analysts looking for a tool to enhance their workflows with advanced AI-driven natural language processing

Audience

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

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

Pricing

$1.99 per month
Free Version
Free Trial

Pricing

Free
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

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

Review this Software

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

NexalAI
nexalai.com

Company Information

Weiwei Sun
United States
github.com/sunnweiwei/RankGPT

Alternatives

Alternatives

RankLLM

RankLLM

Castorini
ColBERT

ColBERT

Future Data Systems
Admix

Admix

Admix.Software
AI Collective

AI Collective

Teknikforce

Categories

Categories

Integrations

ChatGPT
Claude
Codestral
Codestral Mamba
Cohere
DALL·E 3
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
Gemini Advanced
Gemini Nano
Gemini Pro
Le Chat
Leonardo.ai
Llama 2
Ministral 8B
NVIDIA TensorRT
OpenAI
Python

Integrations

ChatGPT
Claude
Codestral
Codestral Mamba
Cohere
DALL·E 3
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
Gemini Advanced
Gemini Nano
Gemini Pro
Le Chat
Leonardo.ai
Llama 2
Ministral 8B
NVIDIA TensorRT
OpenAI
Python
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