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Products that do what Semantic-dictionary – A Python dictionary with semantic lookup does

The idea is simple: a Python dictionary that uses semantic similarity during lookup. Say you're working on user preference extraction for an AI agent. In some cases, the model may output something like: ``` { "preference": "Database", "value": "sqlite3" } ``` but it (or a different model) may later request the user preference using a subtly different key: ``` { "action": "get_user_preference", "preference": "Database System" } ``` If we parse these responses and store them in a standard dictionary, we'll miss the similarity between the two preference keys "Database" and "Database System",…

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    Semantic search for your technical documentation & knowledge

    2023

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    Define metrics once. Use them everywhere.

    Jun 2026

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    Similarix166

    Thin AI layer on your storage, semantic search on S3 buckets

    2024

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    An elegant dictionary app for iPhone and Apple watch

    2015

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    Local semantic search for AI agents

    30d ago · tryreference.com

  7. 7IP

    2018 · just-taking-a-ride.com

  8. 8AL

    Hi HN! I am Maria, solo founder of DataQA (https://dataqa.ai/), a tool to search and label documents for various NLP tasks (e.g. entity extraction, entity linking, etc). I have worked as a data scientist and ML engineer for the better part of a decade, and over that time have specialised mainly in applications involving natural language processing (NLP). One of the key questions I have always had at the back of my mind is whether my time was well spent. Whenever I spent more time on feature engineering or trying different models, I always wondered whether I would get better…

    2021

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    Redefine Words with Fun: Every Word, A New Surprise

    2024

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    Small experiment of visualization of wikipedia articles as a graph using d3.js.<p>Articles with more traffic are bigger. I computed the semantic similarity using LSI with python (gensim) You have to scroll down/right a bit!<p>http://similarityapi.appspot.com/graph/?title=blade%20runner<p>There is also a JSON api: http://similarityapi.appspot.com/api/v1/?limit=100&title=blade%20runner<p>All feedback is appreciated:<p>@lucamartinetti [email protected]

    2012 · similarityapi.appspot.com

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    A modern dictionary about us.

    2019

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    Semantic search made easy

    2025

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    Word definitions are provided by https://dictionaryapi.dev/, built with html/js/css and a little jQuery

    2024 · oliverpk2000.github.io

  19. 19VU

    Visions is a python library for working with user defined data type systems. Out of the box, it provides type inference and automated data cleaning of sequence data with backend specific implementations for pandas, spark, python, and numpy. We often use it as a first pass cleaning step when working with tabular data and to simplify the backend logic of both pandas-profiling[1] and our tabular data compression library compressio[2]. Because data types are user defined, we can build user customizable libraries based around types without adding code complexity. In the case of compressio that…

    2022 · github.com

  20. 20AS

    We're working on this side project which allows users to create & edit their academic genealogy. Essentially it is a semantic wiki powered by Django/Python. So far all the basic wiki functions like CRUD, tracking edit history, diff different versions, reverting back to previous version, etc are completed. Here is a demo: http://phdtree.org/ Would appreciate it if anyone can provide feedback/comments/suggestions. Many thanks!!

    2013

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    2015 · wikitranslateitfor.me

  23. 23AS
  24. 24DA

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