Faiss

Faiss

Meta
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About

Faiss is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning. Faiss is written in C++ with complete wrappers for Python. Some of the most useful algorithms are implemented on the GPU. It is developed by Facebook AI Research.

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

Developers interested in a similarity search library

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
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

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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

Meta
Founded: 2004
United States
faiss.ai/

Company Information

Weaviate
Founded: 2019
The Netherlands
weaviate.io

Alternatives

Alternatives

Embeddinghub

Embeddinghub

Featureform

Categories

Categories

Integrations

Haystack
ChatGPT Plus
ChatGPT Pro
Coral
Diaflow
GPT-3
GlassFlow
Hugging Face
Kestra
Kong AI Gateway
LLMWare.ai
Lamatic.ai
Langflow
Langtrace
OmniMind
Orchestra
Peaka
Restack
StackAI
Unremot

Integrations

Haystack
ChatGPT Plus
ChatGPT Pro
Coral
Diaflow
GPT-3
GlassFlow
Hugging Face
Kestra
Kong AI Gateway
LLMWare.ai
Lamatic.ai
Langflow
Langtrace
OmniMind
Orchestra
Peaka
Restack
StackAI
Unremot
Claim Faiss and update features and information
Claim Faiss and update features and information
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Claim Weaviate and update features and information