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XetHub for

Generative AI

XetHub is the best platform for developing Generative AI apps. Build full apps by yourself. Deployment is coming soon!
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Join us for an upcoming Virtual Workshop, "MyGPT: Build a ChatGPT For Your Own Data in One Hour"

Organize it all

XetHub makes it easy to track the dataset, code, models, embeddings, prompts, and more - all in one place.

  • One standard Git repository to track everything.
  • Use branches to track experiments and try out prompts.
  • Streamline deployment using Git today, and using XetHub coming soon (join our Discord to find out more)!
  • Being on the bleeding edge requires keeping track of all the moving parts (all the packages involved are changing daily) so version control becomes essential.

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We rely on computer vision and ML to deliver on Gather AI’s mission. XetHub has enabled our ML team to be more productive, collaborate efficiently, and iterate quickly.”

Daniel Maturana, Co-Founder and Chief ML Scientist

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40%

reduction in repository size and transfer time

4

data silos eliminated by switching to XetHub

51%

cost savings over using EBS, Git LFS, and DVC

Stay in the flow with Python

  • Open-source Python package (https://github.com/xetdata/pyxet)
  • Full support for Python fsspec and Pathlib
  • Natively integrates with Pandas, Pyarrow, Dask, Polar.rs, DuckDB, and more
  • All of the convenience of a blob store, with tracking built-in.
  • Launch a Jupyter Notebook from within XetHub, save edits as commits back to repository. (coming soon!)

Experiment freely with efficient deduplication

  • Block-level deduplication results in significant savings
  • Each version of the embeddings (vector db) is easily GBs, though most of it is duplicated across versions.
  • Example screenshot for demo Gen AI application. 15GB on disk, stored in 4.4GB. For the latest version it is 1.8GB on disk. Fork it and try for yourself!
  • Leverage branches, forks, and pull requests to have full flexibility, without sacrificing tracking & history.

Deployment is handled: Share with the world

  • Streamline deployment with Git today - the latest model is just a Git pull away
  • One-click deployment of a Gradio or Streamlit application directly from XetHub repository (coming soon!)
  • Share deployed app via URL to anyone for public repositories, enable forking the app for their own customization. (coming soon!)
  • Privately share your app using standard XetHub permissions (Viewers, Writers, Maintainers) of your repository. (coming soon!)
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Delightful collaboration on code and data at any scale.

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