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Nicolay Rusnachenko

nicolay-r
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https://nicolayr.com/

AI & ML interests

Information RetrievalใƒปMedical Multimodal NLP (๐Ÿ–ผ+๐Ÿ“) Research Fellow @BU_Researchใƒปsoftware developer http://arekit.ioใƒปPhD in NLP

Recent Activity

reacted to julien-c's post with ๐Ÿ”ฅ 1 day ago
BOOOOM: Today I'm dropping TINY AGENTS the 50 lines of code Agent in Javascript ๐Ÿ”ฅ I spent the last few weeks working on this, so I hope you will like it. I've been diving into MCP (Model Context Protocol) to understand what the hype was all about. It is fairly simple, but still quite powerful: MCP is a standard API to expose sets of Tools that can be hooked to LLMs. But while doing that, came my second realization: Once you have a MCP Client, an Agent is literally just a while loop on top of it. ๐Ÿคฏ โžก๏ธ read it exclusively on the official HF blog: https://huggingface.co/blog/tiny-agents
reacted to as-cle-bert's post with ๐Ÿ”ฅ 1 day 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
posted an update 2 days ago
๐Ÿš€ Delighted to share a major milestone in adapting reasoning techniques for data collections augmentation! Introducing bulk-chain 1.0.0 -- the first major release of a no-string API for adapting your LLM for Chain-of-Thought alike reasoning over records with large amount of parameters across large datasets. โญ Check it out: https://github.com/nicolay-r/bulk-chain Whatโ€™s new and why it matters: ๐Ÿ“ฆ Fully no-string API for easy client deployment ๐Ÿ”ฅ Demos are now standalone projects: Demos: ๐Ÿ“บ bash / shell (dispatched): https://github.com/nicolay-r/bulk-chain-shell ๐Ÿ“บ tksheet: https://github.com/nicolay-r/bulk-chain-tksheet-client Using nlp-thirdgate to host the supported providers: ๐ŸŒŒ LLM providers: https://github.com/nicolay-r/nlp-thirdgate
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nicolay-r's activity

upvoted a paper 18 days ago
upvoted 2 papers 3 months ago
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upvoted a paper 7 months ago
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upvoted 2 papers 11 months ago
upvoted an article about 1 year ago
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Article

Vision Language Models Explained

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upvoted 5 papers about 1 year ago