RankLLM

RankLLM

Castorini
+
+

Related Products

  • Gemini Enterprise Agent Platform
    961 Ratings
    Visit Website
  • LM-Kit.NET
    28 Ratings
    Visit Website
  • Pylon
    33 Ratings
    Visit Website
  • Podium
    2,128 Ratings
  • Resco Mobile App Development Toolkit
    2 Ratings
    Visit Website
  • Remote People
    491 Ratings
    Visit Website
  • Buildium
    2,517 Ratings
    Visit Website
  • LogicalDOC
    143 Ratings
    Visit Website
  • Google AI Studio
    26 Ratings
    Visit Website
  • Evertune
    1 Rating
    Visit Website

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.

About

TensorBlock is an open source AI infrastructure platform designed to democratize access to large language models through two complementary components. It has a self-hosted, privacy-first API gateway that unifies connections to any LLM provider under a single, OpenAI-compatible endpoint, with encrypted key management, dynamic model routing, usage analytics, and cost-optimized orchestration. TensorBlock Studio delivers a lightweight, developer-friendly multi-LLM interaction workspace featuring a plugin-based UI, extensible prompt workflows, real-time conversation history, and integrated natural-language APIs for seamless prompt engineering and model comparison. Built on a modular, scalable architecture and guided by principles of openness, composability, and fairness, TensorBlock enables organizations to experiment, deploy, and manage AI agents with full control and minimal infrastructure overhead.

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

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

Audience

Developers, AI engineers, and organizations wanting a solution to integrate, manage, and interact with multiple large language models through a consistent API and extensible workspace

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

Free
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

Castorini
Canada
github.com/castorini/rank_llm/

Company Information

TensorBlock
United States
tensorblock.co

Alternatives

RankGPT

RankGPT

Weiwei Sun

Alternatives

ColBERT

ColBERT

Future Data Systems
Portkey

Portkey

Portkey.ai

Categories

Categories

Integrations

Mistral AI
OpenAI
Claude
Cloudflare
DeepSeek
Gemini
Gemini Enterprise
Gemini Enterprise Agent Platform
Google Cloud Platform
Lambda
Llama
Meta AI
Microsoft 365
Microsoft Azure
Model Context Protocol (MCP)
NVIDIA DRIVE
NVIDIA TensorRT
Python
Qwen
RankGPT

Integrations

Mistral AI
OpenAI
Claude
Cloudflare
DeepSeek
Gemini
Gemini Enterprise
Gemini Enterprise Agent Platform
Google Cloud Platform
Lambda
Llama
Meta AI
Microsoft 365
Microsoft Azure
Model Context Protocol (MCP)
NVIDIA DRIVE
NVIDIA TensorRT
Python
Qwen
RankGPT
Claim RankLLM and update features and information
Claim RankLLM and update features and information
Claim TensorBlock and update features and information
Claim TensorBlock and update features and information