I'm a Developer Advocate from Istanbul, currently based in Amsterdam and working at deepset. I work on Haystack which is our open-source framework to build applications with LLMs, and spend most of my day dwelling on our community Discord or public repositories..
🎓 Studied Computer Science at the University of Bristol
🥑 Started off as a software engineer, now I am in developer relations for open-source projects
☀️ I prefer the sun...always
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Use Haystack’s Semantic Document Search with Hugging Face models in Gradio on any given pdf. Take a look:
Please find explanations on Medium.
Helping non-technical users benefit from semantic document search in pdfs.
Authored by Seb: [email protected]
https://huggingface.co/spaces/seduerr/semantic_search
With deepsets.ai’s Haystack framework, we can answer questions about a a pdf's content with semantic search. Semantic search is powered by deep neural nets and allows you to search documents based on similar phrasing and context (word embeddings). This article by deepset.ai explains the specificities of semantic document search.
In their article, the authors provide an intuitive illustration towards Semantic Document Search which is finding similar documents to queries:
.
Some real life applications for such functionality is scanning and reading corporate business reports.
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