Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • JetBrains Junie Reviews & Ratings
    2 Ratings
    Company Website
  • Windsurf Editor Reviews & Ratings
    148 Ratings
    Company Website
  • Google AI Studio Reviews & Ratings
    9 Ratings
    Company Website
  • DashboardFox Reviews & Ratings
    5 Ratings
    Company Website
  • Global App Testing Reviews & Ratings
    61 Ratings
    Company Website
  • Referral Factory Reviews & Ratings
    348 Ratings
    Company Website
  • AnalyticsCreator Reviews & Ratings
    46 Ratings
    Company Website
  • Parasoft Reviews & Ratings
    132 Ratings
    Company Website
  • Vertex AI Reviews & Ratings
    743 Ratings
    Company Website
  • RaimaDB Reviews & Ratings
    9 Ratings
    Company Website

What is Relace?

Relace offers an extensive range of AI models tailored to improve the coding experience. Among these are retrieval, embedding, code reranking, and the cutting-edge “Instant Apply,” all designed to effortlessly integrate with existing development frameworks while significantly enhancing the efficiency of code generation. The system operates at remarkable speeds, processing over 2,500 tokens per second, and can manage large codebases, handling up to a million lines in under two seconds. Teams can choose between hosted API access or self-hosted and VPC-isolated configurations, thus maintaining full control over their data and infrastructure. Its advanced embedding and reranking models adeptly identify the most relevant files in response to a developer's inquiry, effectively filtering out extraneous information to reduce prompt bloat and improve accuracy. In addition, the Instant Apply model integrates AI-generated code snippets into existing codebases reliably, minimizing errors and simplifying the processes of pull-request reviews, continuous integration and delivery (CI/CD), and automated fixes. This innovative approach allows developers to devote more time to creative solutions instead of being hindered by monotonous tasks, ultimately fostering a more productive coding environment. With these advancements, Relace significantly transforms how developers approach their workflows.

What is RankLLM?

RankLLM is an advanced Python framework aimed at improving reproducibility within the realm of information retrieval research, with a specific emphasis on listwise reranking methods. The toolkit boasts a wide selection of rerankers, such as pointwise models exemplified by MonoT5, pairwise models like DuoT5, and efficient listwise models that are compatible with systems including vLLM, SGLang, or TensorRT-LLM. Additionally, it includes specialized iterations like RankGPT and RankGemini, which are proprietary listwise rerankers engineered for superior performance. The toolkit is equipped with vital components for retrieval processes, reranking activities, evaluation measures, and response analysis, facilitating smooth end-to-end workflows for users. Moreover, RankLLM's synergy with Pyserini enhances retrieval efficiency and guarantees integrated evaluation for intricate multi-stage pipelines, making the research process more cohesive. It also features a dedicated module designed for thorough analysis of input prompts and LLM outputs, addressing reliability challenges that can arise with LLM APIs and the variable behavior of Mixture-of-Experts (MoE) models. The versatility of RankLLM is further highlighted by its support for various backends, including SGLang and TensorRT-LLM, ensuring it works seamlessly with a broad spectrum of LLMs, which makes it an adaptable option for researchers in this domain. This adaptability empowers researchers to explore diverse model setups and strategies, ultimately pushing the boundaries of what information retrieval systems can achieve while encouraging innovative solutions to emerging challenges.

Media

Media

Integrations Supported

Gemini
Gemini Enterprise
Llama
Mistral AI
NVIDIA TensorRT
OpenAI
Python
Qwen
RankGPT

Integrations Supported

Gemini
Gemini Enterprise
Llama
Mistral AI
NVIDIA TensorRT
OpenAI
Python
Qwen
RankGPT

API Availability

Has API

API Availability

Has API

Pricing Information

$0.80 per million tokens
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Relace

Company Location

United States

Company Website

www.relace.ai/

Company Facts

Organization Name

Castorini

Company Location

Canada

Company Website

github.com/castorini/rank_llm/

Categories and Features

Categories and Features

Popular Alternatives

Claude Code Reviews & Ratings

Claude Code

Anthropic

Popular Alternatives

RankGPT Reviews & Ratings

RankGPT

Weiwei Sun
ColBERT Reviews & Ratings

ColBERT

Future Data Systems