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7 AI Open Source Libraries To Build RAG, Agents & AI Search

πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ on November 14, 2024

What is Retrieval Augmented Generation (RAG)? Retrieval Augmented Generation (RAG) is an AI technique that combines searching for releva...
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arindam_1729 profile image
Arindam Majumder β€’

Great list

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Thanks @arindam_1729 😁

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carban profile image
carban β€’

These tools looks great, thank you

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Thanks Carlos, 😁

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chiaralyn profile image
ChiaraLyn β€’

Hi, thank you for your list!
I would like to share with you another open source project.
It's very interesting and simple to use:
cheshirecat.ai/

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

I know Cheshire Cat. It uses Qdrant under the hood. Y'all went from RAG -> Agentic in the messaging real fast ⚑️

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deepdivedave_ profile image
David Gonzales β€’

Cool, there are some good tools in this list.

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Thanks

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john12 profile image
john β€’

Great list

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k0msenapati profile image
K Om Senapati β€’

Good list of RAG-related projects

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Thanks Om 😁

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Mahi β€’

Amazing Share

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Thanks :)

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foyoyah944 profile image
Farrah β€’

Nice list of projects, STORM looks cool.

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Yeah, STORM is pretty great. Try it out!

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jackcolquitt profile image
Daniel Davis β€’

TrustGraph is also open source and is a full Agentic GraphRAG platform.

github.com/trustgraph-ai/trustgraph

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’ β€’ Edited

Trustgraph looks pretty great, @jackcolquitt
Infact the data silo part is similar to SWIRL. πŸ˜€
Are you up for a conversation anytime? I'd like to know more about this.
srbh077@gmail.com

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dubsmart profile image
Dubsmart β€’

Good!

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

: )

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suresh_nair_92134298ebd8c profile image
Suresh Nair β€’

Thanks, info provided will prove to be very useful, will revisit.

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ashwinaravind profile image
Ashwin Aravind β€’ β€’ Edited

@srbhr - Thanks for putting the list. Very Helpful.
Check out RAGBuilder. github.com/kruxai/ragbuilder
Hyperparameter Tuning on RAG Parameters(chunking strategy: semantic, character etc., chunk size: 1000, 2000 etc.)

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Winzod AI β€’

Hey folks, came across this post and thought it might be helpful for you! Check out this article on the role of retrieval in improving RAG performance - Rag Retrieval.

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johnlyn763 profile image
John Lynn β€’

Good article! Love the kitty!

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medcl profile image
Medcl β€’

check out this maybe

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hanzla-baig profile image
Hanzla Baig β€’
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webwhey profile image
Jeremy Rivera β€’

Hey! Great article. Another open source AI-Agent project you should check out is:

github.com/StartADAM

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Cool, I'll check it out!

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neurabot profile image
Neurabot β€’

Excellent.

I wrote a crucial question in your previous post.

Is that answers here ?

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winzod4ai profile image
Winzod AI β€’

Amazing!! Also folks, I came across this post and thought it might be helpful for you all! Rag Best Practices.

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incredible_asif profile image
Asif Thebepotra β€’

Link is not correct in 7.Storm
I think the correct one is:
github.com/stanford-oval/storm

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srbhr profile image
πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ Vector Podcast β€’

Thanks, I've updated.