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#SemanticSearch

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I'm happy to share that I'll be speaking at PyCon Italia 2025 🎉

I'll show you how to implement a semantic search with Python, Django and PostgreSQL 🤖

See you in Bologna from 29 May 2025 🇮🇹

Info 👇
paulox.net/2025/05/29/pycon-it

#PyCon #PyConItalia #PyConIT #Python #SemanticSearch #Django #PostgreSQL #PGvector #SentenceTransformers #OpenSource #FreeSoftware #AI #FOSS

CC @pycon

Paolo Melchiorre · PyCon Italia 2025
More from Paolo Melchiorre

Does anyone know of an #OpenAccess full-text #PDF #search engine/tool using which I can search for relevant PDFs from a self-hosted #database?

Context: we have a curated database of #research articles but so far our search capability has been limited to tagged keywords or title and abstract field search only. We'd like to be able to search the entire PDF.

Side note: I know that PDFs are not a great way to store scientific information. I'd prefer not to use a proprietary #LLM if possible

#LLMs like #ChatGPT can do a halfway decent job of #SemanticSearch sometimes in #mathematics. I was hoping in this prompt that the AI would be able to recognize Kummer's theorem from the description, but it provided a related result (Legendre's formula) from which Kummer's theorem could then be easily located by traditional search engines. (More generally, I can see a role of AI in mathematics in providing an initial approximation to an answer, which one can then refine by more traditional methods.)