RankLLM

RankLLM

Castorini
Ducky RankLLM

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Ducky:

About

Ducky is an AI search platform that lets teams add powerful search to their products in minutes. It handles the full AI search pipeline, eliminating the need to build and maintain complex infrastructure. The platform supports multimodal search across text, images, and PDFs with high accuracy. Automated chunking, ranking, and reranking ensure the most relevant results surface first. Advanced metadata filtering enables precise and flexible search experiences. Ducky improves automatically over time without manual training or tuning. It helps teams ship AI-powered features faster while reducing development and operational overhead.
RankLLM:

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.
Ducky:

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
RankLLM:

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
Ducky:

Audience

Ducky is ideal for SaaS teams, developers, and product builders who want to add fast, accurate AI search to their applications without managing infrastructure
RankLLM:

Audience

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

Support

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

Support

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

API

Offers API Not Supported
RankLLM:

API

Offers API Supported
Ducky:

Screenshots and Videos

RankLLM:

Screenshots and Videos

Ducky:

Pricing

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

Pricing

Free
Free Version Supported
Free Trial Not Supported
Ducky:

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
RankLLM:

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
Ducky:

Training

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

Training

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

Company Information

Ducky
www.ducky.ai/
RankLLM:

Company Information

Castorini
Canada
github.com/castorini/rank_llm/
Ducky:

Alternatives

RankLLM:

Alternatives

RankGPT

RankGPT

Weiwei Sun
Ducky:
RankLLM:
ColBERT

ColBERT

Future Data Systems
Ducky:
RankLLM:
Ducky:
RankLLM:
Ducky:
RankLLM:
Ducky:

Categories

RankLLM:

Categories

Reranking Models Supported
Ducky:

Integrations

Airtable Supported
Confluence Supported
Gemini Not Supported
Google Drive Supported
Gorgias Supported
Help Scout Supported
HubSpot CRM Supported
HubSpot Customer Platform Supported
Jira Supported
Jira Service Management Supported
Linear Supported
Llama Not Supported
NVIDIA TensorRT Not Supported
Notion Supported
OpenAI Not Supported
Python Not Supported
Qwen Not Supported
RankGPT Not Supported
Slack Supported
Zendesk Supported
RankLLM:

Integrations

Airtable Not Supported
Confluence Not Supported
Gemini Supported
Google Drive Not Supported
Gorgias Not Supported
Help Scout Not Supported
HubSpot CRM Not Supported
HubSpot Customer Platform Not Supported
Jira Not Supported
Jira Service Management Not Supported
Linear Not Supported
Llama Supported
NVIDIA TensorRT Supported
Notion Not Supported
OpenAI Supported
Python Supported
Qwen Supported
RankGPT Supported
Slack Not Supported
Zendesk Not Supported
Ducky:
Claim Ducky and update features and information
Claim Ducky and update features and information
RankLLM:
Claim RankLLM and update features and information
Claim RankLLM and update features and information