RankGPTWeiwei Sun
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About
Permutable is an AI-driven intelligence platform that transforms global macro, geopolitical, and financial noise into clear, real-time signals for institutional investors. It analyzes vast volumes of news, sentiment, and event data to eliminate manual processing and uncover strategic insights up to 90% faster. With advanced machine learning and powerful LLM workflows, Permutable helps traders detect market shifts, identify inflection points, and act before narratives hit the price tape. Its solutions span systematic trading, commodities, macro desks, and asset management, delivering structured sentiment scores, forecasts, and sector-level insights. Investment teams rely on its high-quality data feeds, automated decision workflows, and deep narrative analytics to stay ahead in volatile markets. By turning information overload into actionable intelligence, Permutable gives capital markets a sharper, faster, and more adaptive decision edge.
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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
Permutable is designed for institutional investors, systematic trading teams, commodity desks, macro strategists, and asset managers seeking real-time AI-driven market intelligence that captures sentiment and narrative shifts before they move prices
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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 VideosNo images available
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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 InformationPermutable AI
Founded: 2020
United Kingdom
www.permutable.ai
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Company InformationWeiwei Sun
United States
github.com/sunnweiwei/RankGPT
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Integrations
ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
Python
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Integrations
ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
Python
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