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Space Templates Launch: Deploy Open-Source AI Projects Easily

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@huggingface

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07 February 2023 19h37

Space Templates are here! 🔥 🚀

Easily build, deploy, and share your favorite open-source projects with just a few clicks! 🥳

We're excited to collaborate with Argilla for our first template! You can read more about the integration here! https://t.co/OWJiqkZQMy pic.twitter.com/eJRIrINM08
— Hugging Face (@huggingface) 7 février 2023

Space Templates are here! Easily build, deploy, and share your favorite open-source projects with just a few clicks! We're excited to collaborate with Argilla for our first template! You can read more about the integration here! https://
x.com/argilla_io/sta
tus/1623023895350583296
…

Google Drive and Obsidian Data Loaders for LangChain

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07 February 2023 17h53

Google Drive and Obsidian data loaders More data loading support! Helpful for the Chat-Your-Data challenge Google Drive: https://
langchain.readthedocs.io/en/latest/modu
les/document_loaders/examples/googledrive.html
… Obsidian: https://
langchain.readthedocs.io/en/latest/modu
les/document_loaders/examples/obsidian.html
…

FAISS Vectorstore Saving and Loading Improvements

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07 February 2023 17h53

Saving/loading of FAISS vectorstore We heard a lot that saving/loading of FAISS vectorstore was hard – now its hopefully a bit easier s/o Shrey Joshi for fixing, and Matthew Bilyeu, Auro Tripathy, Amey narayan and xloem for the discussions Docs: https://
langchain.readthedocs.io/en/latest/modu
les/utils/combine_docs_examples/vectorstores.html#saving-and-loading
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Open Source Project Updates and Bug Fixes Released

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07 February 2023 17h53

And lots of misc bugs/docs improvements! s/o @rvorias
, Zack Witten, Gabriel Simmons, @kevin_w_huo
, Amos Ng, @jamescalam for flagging and/or fixing!

Adding Example Rows Improves SQL Database Chain Performance

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07 February 2023 17h53

SQLDatabase chain # of rows Research by Nitarshan Rajkumar, Raymond Li, Dzmitry Bahdanau shows that the more rows you add into the prompt, the better you can query SQL s/o to Jon Luo for adding Paper: https://
arxiv.org/abs/2204.00498 Example: https://
langchain.readthedocs.io/en/latest/modu
les/chains/examples/sqlite.html#adding-example-rows-from-each-table
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LangChain 0.0.79 Release: New AI Features and Integrations

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07 February 2023 17h53

New release (0.0.79) with new features! @huggingface inference endpoint integration SQLDatabase chain # of rows Google Drive and Obsidian data loaders Saving/loading of FAISS vectorstore And also lots of small quality of life bug fixes/doc improvements