RankLLM

RankLLM

Castorini
+
+

Related Products

  • Gemini Enterprise Agent Platform
    984 Ratings
    Visit Website
  • StackAI
    53 Ratings
    Visit Website
  • Runpod
    220 Ratings
    Visit Website
  • wp2print
    7,598 Ratings
    Visit Website
  • Hostinger
    70,808 Ratings
    Visit Website
  • Google AI Studio
    30 Ratings
    Visit Website
  • Retool
    584 Ratings
    Visit Website
  • Pipefy
    592 Ratings
    Visit Website
  • RunMyJobs by Redwood
    424 Ratings
    Visit Website
  • Gaffa
    5 Ratings
    Visit Website

About

NVIDIA Blueprints are reference workflows for agentic and generative AI use cases. Enterprises can build and operationalize custom AI applications, creating data-driven AI flywheels, using Blueprints along with NVIDIA AI and Omniverse libraries, SDKs, and microservices. Blueprints also include partner microservices, reference code, customization documentation, and a Helm chart for deployment at scale. With NVIDIA Blueprints, developers benefit from a unified experience across the NVIDIA stack, from cloud and data centers to NVIDIA RTX AI PCs and workstations. Use NVIDIA Blueprints to create AI agents that use sophisticated reasoning and iterative planning to solve complex problems. Check out new NVIDIA Blueprints, which equip millions of enterprise developers with reference workflows for building and deploying generative AI applications. Connect AI applications to enterprise data using industry-leading embedding and reranking models for information retrieval at scale.

About

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking. It offers a suite of rerankers, pointwise models like MonoT5, pairwise models like DuoT5, and listwise models compatible with vLLM, SGLang, or TensorRT-LLM. Additionally, it supports RankGPT and RankGemini variants, which are proprietary listwise rerankers. It includes modules for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. RankLLM integrates with Pyserini for retrieval and provides integrated evaluation for multi-stage pipelines. It also 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.

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

Developers and enterprises in need of a solution to accelerate the creation and deployment of AI applications across various sectors

Audience

Academic researchers and developers seeking a solution offering tools for implementing and evaluating listwise reranking with large language models

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

No information available.
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

NVIDIA
Founded: 1993
United States
www.nvidia.com/en-us/ai-data-science/ai-workflows/

Company Information

Castorini
Canada
github.com/castorini/rank_llm/

Alternatives

Alternatives

RankGPT

RankGPT

Weiwei Sun
ColBERT

ColBERT

Future Data Systems
NVIDIA Brev

NVIDIA Brev

NVIDIA

Categories

Categories

Integrations

Accenture AI Refinery
CrewAI
Gemini
Gemini Enterprise
LangChain
Llama
LlamaIndex
Mistral AI
NVIDIA AI Data Platform
NVIDIA AI Enterprise
NVIDIA AI Foundations
NVIDIA Llama Nemotron
NVIDIA NIM
NVIDIA NeMo
NVIDIA Omniverse
NVIDIA TensorRT
OpenAI
Python
Qwen
RankGPT

Integrations

Accenture AI Refinery
CrewAI
Gemini
Gemini Enterprise
LangChain
Llama
LlamaIndex
Mistral AI
NVIDIA AI Data Platform
NVIDIA AI Enterprise
NVIDIA AI Foundations
NVIDIA Llama Nemotron
NVIDIA NIM
NVIDIA NeMo
NVIDIA Omniverse
NVIDIA TensorRT
OpenAI
Python
Qwen
RankGPT
Claim NVIDIA Blueprints and update features and information
Claim NVIDIA Blueprints and update features and information
Claim RankLLM and update features and information
Claim RankLLM and update features and information