tika-python VS txtai

Compare tika-python vs txtai and see what are their differences.

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tika-python txtai
4 254
1,206 2,952
- 8.1%
0.0 9.4
12 days ago 11 days ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

tika-python

Posts with mentions or reviews of tika-python. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-19.
  • Document Parsing - an unsolved problem?
    5 projects | reddit.com/r/LanguageTechnology | 19 Jul 2022
    At my previous job we had the same problem which we solved by using Tika. We called it on the server along with other stuff, but there is also a Python binding.
  • Extract text from PDF
    7 projects | reddit.com/r/Python | 2 Nov 2021
    Hey, I’ve spent quite a bit of time looking at extracting text as accurately as possibly from PDFs, it’s turns out that it is not as simple as it might seem. It is especially tricky once you get a wide variety of PDFs (including PDFs with image based text or tables). While I unfortunately cannot share the code I used to extract this text, I will tell you that for what I think your doing, the best solution will require a few things. First you should pick a good module. I’ve spent a long time going over open source solutions to this and the best two I’d say are Excalibur and Apache Tika .
    7 projects | reddit.com/r/Python | 2 Nov 2021
    Tika is from Apache so yes its original code base is Java but it has bindings in other languages. Checkout Tika-Python!
  • Extract text from documents
    5 projects | dev.to | 27 Mar 2021
    The Textractor instance is the main entrypoint for extracting text. This method is backed by Apache Tika, a robust text extraction library written in Java. Apache Tika has support for a large number of file formats: PDF, Word, Excel, HTML and others. The Python Tika package automatically installs Tika and starts a local REST API instance used to read extracted data.

txtai

Posts with mentions or reviews of txtai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-21.

What are some alternatives?

When comparing tika-python and txtai you can also consider the following projects:

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

faiss - A library for efficient similarity search and clustering of dense vectors.

sentence-transformers - Multilingual Sentence & Image Embeddings with BERT

transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

CLIP - Contrastive Language-Image Pretraining

py-pdf-parser - A Python tool to help extracting information from structured PDFs.

contextualized-topic-models - A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

paperai - 📄 🤖 AI-powered literature discovery and review engine for medical/scientific papers

layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis

Lobsters - Computing-focused community centered around link aggregation and discussion

txtai.go - Build AI-powered semantic search applications in Go