Jean Louis's picture

Jean Louis PRO

JLouisBiz

AI & ML interests

- LLM for sales, marketing, promotion - LLM for Website Revision System - increasing quality of communication with customers - helping clients access information faster - saving people from financial troubles

Recent Activity

reacted to as-cle-bert's post with ๐Ÿค— about 2 hours ago
Ever dreamt of ingesting into a vector DB that pile of CSVs, Word documents and presentations laying in some remote folders on your PC?๐Ÿ—‚๏ธ What if I told you that you can do it within three to six lines of code?๐Ÿคฏ Well, with my latest open-source project, ๐ข๐ง๐ ๐ž๐ฌ๐ญ-๐š๐ง๐ฒ๐ญ๐ก๐ข๐ง๐  (https://github.com/AstraBert/ingest-anything), you can take all your non-PDF files, convert them to PDF, extract their text, chunk, embed and load them into a vector database, all in one go!๐Ÿš€ How? It's pretty simple! ๐Ÿ“ The input files are converted into PDF by PdfItDown (https://github.com/AstraBert/PdfItDown) ๐Ÿ“‘ The PDF text is extracted using LlamaIndex readers ๐Ÿฆ› The text is chunked exploiting Chonkie ๐Ÿงฎ The chunks are embedded thanks to Sentence Transformers models ๐Ÿ—„๏ธ The embeddings are loaded into a Qdrant vector database And you're done!โœ… Curious of trying it? Install it by running: ๐˜ฑ๐˜ช๐˜ฑ ๐˜ช๐˜ฏ๐˜ด๐˜ต๐˜ข๐˜ญ๐˜ญ ๐˜ช๐˜ฏ๐˜จ๐˜ฆ๐˜ด๐˜ต-๐˜ข๐˜ฏ๐˜บ๐˜ต๐˜ฉ๐˜ช๐˜ฏ๐˜จ And you can start using it in your python scripts!๐Ÿ Don't forget to star it on GitHub and let me know if you have any feedback! โžก๏ธ https://github.com/AstraBert/ingest-anything
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JLouisBiz's activity

published an article 14 days ago
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Website links that automatically improve its accuracy by using assistance from a Large Language Model (LLM)

By JLouisBiz โ€ข
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published an article 29 days ago
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Balancing Large Language Model (LLM) Convenience with Control in the Age of Free Software ๐ŸŒŒ๐Ÿค–

By JLouisBiz โ€ข
โ€ข 3