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Scaling AI Visual Search

Scaling AI Visual Search

Asset Management Data Science Distributed Systems Event Sourcing Industry Machine Learning Open Source System Integration
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Bot with Plan

Bot with Plan

Machine Learning Open Source
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Enhancing Internet Search with RAG

Enhancing Internet Search with RAG

Machine Learning Open Source
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Perceiver IO

Perceiver IO

Machine Learning Open Source
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Super-Resolution

Super-Resolution

Machine Learning Open Source
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Bayesian Machine Learning

Bayesian Machine Learning

Machine Learning Open Source
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Eventuate

Eventuate

Distributed Systems Open Source
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Visualising Austrian Open Data

Visualising Austrian Open Data

Data Science Open Source
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Asset Management Data Science Distributed Systems Event Sourcing Industry Machine Learning Open Source System Integration

Scaling AI Visual Search

We developed a cloud-native, event-driven platform to scale Canto’s AI Visual Search to thousands of customers. Our solution supports large-scale processing of customer assets…

  • Client

    Canto

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Machine Learning Open Source
June 3, 2020

Bot with Plan

In the bot-with-plan project we developed an experimental approach to enhance the capabilities of ReAct-style LLM agents, particularly focusing on improving the performance of…

  • Project

    Open Source

  • Technologies

    PyTorch, HuggingFace, llama.cpp

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Machine Learning Open Source
June 3, 2020

Enhancing Internet Search with RAG

We built an internet search tool based on Retrieval-Augmented Generation (RAG) to answer natural language questions by searching the internet for relevant information and…

  • Project

    Open Source

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Machine Learning Open Source
June 3, 2020

Perceiver IO

We have built the perceiver-io library, a modular implementation of the Perceiver family of model architectures (Perceiver, Perceiver IO, and Perceiver AR) in PyTorch. Our library…

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Machine Learning Open Source
June 3, 2020

Super-Resolution

In this project we provide an implementation for single image super-resolution, a process that is able to recover high-resolution images from low-resolution inputs as…

  • Strategy

    Brand Strategy, UX Strategy

  • Design

    UI/UX Design, Art Direction

  • Client

    Envato

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Machine Learning Open Source
June 3, 2020

Bayesian Machine Learning

This is a comprehensive collection of notebooks about Bayesian methods for machine learning, like Bayesian regression, Gaussian processes, Bayesian optimization or variational inference in…

  • Project

    Open Source

  • GitHub Stars

    1.8k

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Distributed Systems Open Source
June 3, 2020

Eventuate

We built Eventuate, a toolkit for building applications with event-driven and event-sourced services. Eventuate enables services to communicate through causally ordered event streams, supporting…

  • Strategy

    Brand Strategy, UX Strategy

  • Design

    UI/UX Design, Art Direction

  • Client

    Envato

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Data Science Open Source

Visualising Austrian Open Data

We developed reboting.com, a framework for enhancing the accessibility and visualization of Austrian Open Data. Austrian Open Data: Visualizing geo-spatial information Our system integrates…

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