Tags: python* + document*

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  1. MarkItDown is a utility for converting various files to Markdown, including PDF, PowerPoint, Word, Excel, Images, Audio, HTML, text-based formats, and ZIP files.
  2. An open-source project offering a functional RAG UI for document QA, suitable for both end-users and developers. It supports various LLM providers, is customizable, and offers multi-modal QA, citations, and complex reasoning methods.
    2024-10-13 Tags: , , , , , , , by klotz
  3. pip install 'ragna builtin » ' # Install ragna with all extensions
    ragna config # Initialize configuration
    ragna ui # Launch the web app
    2023-11-02 Tags: , , , , , , , by klotz
  4. 2023-06-03 Tags: , , , , , by klotz
  5. A simple Python3 tool to detect similarities between files within a repository.
    Document similarity code adapted from Jonathan Mugan's tutorial:
    https://www.oreilly.com/learning/how-do-i-compare-document-similarity-using-python
    '''
    2020-03-11 Tags: , , , , by klotz
  6. tokenizing and stemming each synopsis
    transforming the corpus into vector space using tf-idf
    calculating cosine distance between each document as a measure of similarity
    clustering the documents using the k-means algorithm
    using multidimensional scaling to reduce dimensionality within the corpus
    plotting the clustering output using matplotlib and mpld3
    conducting a hierarchical clustering on the corpus using Ward clustering
    plotting a Ward dendrogram
    topic modeling using Latent Dirichlet Allocation (LDA)
    2018-08-16 Tags: , , , , , , , by klotz

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