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About

Program autotuning has been demonstrated in many domains to achieve better or more portable performance. However, autotuners themselves are often not very portable between projects because using a domain-informed search space representation is critical to achieving good results and because no single search technique performs best for all problems. OpenTuner is a new framework for building domain-specific multi-objective program autotuners. OpenTuner supports fully customizable configuration representations, an extensible technique representation to allow for domain-specific techniques, and an easy-to-use interface for communicating with the tuned program. A key capability inside OpenTuner is the use of ensembles of disparate search techniques simultaneously, techniques that perform well will receive larger testing budgets, and techniques which perform poorly will be disabled.

About

Weaviate is an open-source vector database. It allows you to store data objects and vector embeddings from your favorite ML-models, and scale seamlessly into billions of data objects. Whether you bring your own vectors or use one of the vectorization modules, you can index billions of data objects to search through. Combine multiple search techniques, such as keyword-based and vector search, to provide state-of-the-art search experiences. Improve your search results by piping them through LLM models like GPT-3 to create next-gen search experiences. Beyond search, Weaviate's next-gen vector database can power a wide range of innovative apps. Perform lightning-fast pure vector similarity search over raw vectors or data objects, even with filters. Combine keyword-based search with vector search techniques for state-of-the-art results. Use any generative model in combination with your data, for example to do Q&A over your dataset.

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

Companies in need of a framework for building domain-specific multi-objective program autotuners

Audience

Developers interested in a powerful open source vector database

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
Open source
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

OpenTuner
opentuner.org

Company Information

Weaviate
Founded: 2019
The Netherlands
weaviate.io

Alternatives

Auto-Tune

Auto-Tune

Antares

Alternatives

ENCY Tuner

ENCY Tuner

ENCY Software
Embeddinghub

Embeddinghub

Featureform
Resource Tuner Console

Resource Tuner Console

Heaventools Software

Categories

Categories

Integrations

Assembly
Azure Marketplace
Broxi AI
ChatGPT Plus
Cognee
GPT-4
Google Cloud Platform
Haystack
Hugging Face
IBM watsonx.data
Kong AI Gateway
Langflow
Langtrace
Lyzr
Microsoft Azure
OpenAI
Orchestra
Peaka
Unremot
Workers by Delos

Integrations

Assembly
Azure Marketplace
Broxi AI
ChatGPT Plus
Cognee
GPT-4
Google Cloud Platform
Haystack
Hugging Face
IBM watsonx.data
Kong AI Gateway
Langflow
Langtrace
Lyzr
Microsoft Azure
OpenAI
Orchestra
Peaka
Unremot
Workers by Delos
Claim OpenTuner and update features and information
Claim OpenTuner and update features and information
Claim Weaviate and update features and information
Claim Weaviate and update features and information