tldrstory

πŸ“Š Semantic search for headlines and story text (by neuml)

Tldrstory Alternatives

Similar projects and alternatives to tldrstory

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better tldrstory alternative or higher similarity.

tldrstory reviews and mentions

Posts with mentions or reviews of tldrstory. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-27.
  • Extract text from documents
    5 projects | dev.to | 27 Mar 2021
    ['Introducing txtai, an AI-powered search engine built on Transformers Add Natural Language Understanding to any application Search is the base of many applications.', 'Once data starts to pile up, users want to be able to find it.', 'It’s the foundation of the internet and an ever-growing challenge that is never solved or done.', 'The field of Natural Language Processing (NLP) is rapidly evolving with a number of new developments.', 'Large-scale general language models are an exciting new capability allowing us to add amazing functionality quickly with limited compute and people.', 'Innovation continues with new models and advancements coming in at what seems a weekly basis.', 'This article introduces txtai, an AI-powered search engine that enables Natural Language Understanding (NLU) based search in any application.', 'Introducing txtai txtai builds an AI-powered index over sections of text.', 'txtai supports building text indices to perform similarity searches and create extractive question-answering based systems.', 'txtai also has functionality for zero-shot classification.', 'txtai is open source and available on GitHub.', 'txtai and/or the concepts behind it has already been used to power the Natural Language Processing (NLP) applications listed below: β€’ paperai β€” AI-powered literature discovery and review engine for medical/scientific papers β€’ tldrstory β€” AI-powered understanding of headlines and story text β€’ neuspo β€” Fact-driven, real-time sports event and news site β€’ codequestion β€” Ask coding questions directly from the terminal Build an Embeddings index For small lists of texts, the method above works.', 'But for larger repositories of documents, it doesn’t make sense to tokenize and convert all embeddings for each query.', 'txtai supports building pre- computed indices which significantly improves performance.', 'Building on the previous example, the following example runs an index method to build and store the text embeddings.', 'In this case, only the query is converted to an embeddings vector each search.', 'https://github.com/neuml/codequestion https://neuspo.com/ https://github.com/neuml/tldrstory https://github.com/neuml/paperai Introducing txtai, an AI-powered search engine built on Transformers Add Natural Language Understanding to any application Introducing txtai Build an Embeddings index']
  • Tutorial series on txtai
    8 projects | dev.to | 28 Jan 2021
    tldrstory - AI-powered understanding of headlines and story text
  • Apply labels with zero-shot classification
    2 projects | dev.to | 28 Jan 2021
    tldrstory has full-stack implementation of a zero-shot classification system using Streamlit, FastAPI and Hugging Face Transformers. There is also a Medium article describing tldrstory and zero-shot classification.
  • A note from our sponsor - WorkOS
    workos.com | 25 Apr 2024
    The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more β†’

Stats

Basic tldrstory repo stats
3
344
3.8
7 months ago

neuml/tldrstory is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of tldrstory is Python.


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