RankGPT

RankGPT

Weiwei Sun
+
+

Related Products

  • LTX
    182 Ratings
    Visit Website
  • Gemini Enterprise Agent Platform
    1,161 Ratings
    Visit Website
  • Google AI Studio
    41 Ratings
    Visit Website
  • Creatio
    589 Ratings
    Visit Website
  • Checksum.ai
    2 Ratings
    Visit Website
  • BoldTrail
    2,126 Ratings
    Visit Website
  • LM-Kit.NET
    29 Ratings
    Visit Website
  • Retool
    598 Ratings
    Visit Website
  • kama.ai
    9 Ratings
    Visit Website
  • SearchUnify
    150 Ratings
    Visit Website

About

North Mini Code is Cohere’s first agentic coding model for developers and the inaugural member of its next generation of powerful models. Small, efficient, and open-source, it is built for the sovereign developer ecosystem and designed to deliver strong software development performance without requiring extensive hardware. North Mini Code is a mixture-of-experts model with 30B total parameters and 3B active parameters, giving developers access to agentic coding capabilities in a compact and efficient form. The model is optimized for code generation, agentic software engineering, and terminal tasks, with a 256K total context length and up to 64K maximum generation. It is built for real-world developer workflows, including understanding and orchestrating sub-agents, mapping system architecture, running code reviews, and supporting coding agents that need to reason through complex software tasks.

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 Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers seeking to run efficient open-source AI models for code generation, agentic software engineering, terminal tasks, and code reviews

Audience

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

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

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 Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Cohere
Founded: 2019
Canada
cohere.com/blog/north-mini-code

Company Information

Weiwei Sun
United States
github.com/sunnweiwei/RankGPT

Alternatives

GLM-5.2

GLM-5.2

Z.ai

Alternatives

SWE-2

SWE-2

Cognition
RankLLM

RankLLM

Castorini
ColBERT

ColBERT

Future Data Systems
Kimi K2

Kimi K2

Moonshot AI
Laguna XS.2

Laguna XS.2

Poolside

Categories

AI Coding Models Supported
AI Models Supported

Categories

Reranking Models Supported

Integrations

ChatGPT Not Supported
Claude Not Supported
Cohere Not Supported
GPT-3.5 Not Supported
GPT-4 Not Supported
Hugging Face Not Supported
LiteLLM Not Supported
Llama 2 Not Supported
NVIDIA TensorRT Not Supported
OpenCode Supported
Python Not Supported
RankLLM Not Supported

Integrations

ChatGPT Supported
Claude Supported
Cohere Supported
GPT-3.5 Supported
GPT-4 Supported
Hugging Face Supported
LiteLLM Supported
Llama 2 Supported
NVIDIA TensorRT Supported
OpenCode Not Supported
Python Supported
RankLLM Supported
Claim North Mini Code and update features and information
Claim North Mini Code and update features and information
Claim RankGPT and update features and information
Claim RankGPT and update features and information