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echo-words

A private AI vocabulary tutor for every word you meet. Send a word, phrase, or whole sentence, and echo-words explains what a dictionary will not: distinct senses and registers, real usage, origins, and examples worth remembering. It also creates the Anki material for you — four cards that test one selected sense in both directions, with natural pronunciation — in the deck you already review. echo-words explains; Anki makes you remember.

A word, a phrase, a sentence
Analysis, audio, card in Anki
A sentence, translated and explained

What one word gets you:

  • an explanation, not just a translation — distinct senses and registers, collocations, prepositions, common confusions, origins, and translated examples; a phrase is taught as a whole while its words remain available as chips
  • one selected sense, reviewed four ways — word and context test recognition and production; every other sense stays one tap away from its own note
  • a real voice, not a robot — natural-sounding audio in the app and on the cards
  • a whole sentence becomes a lesson — echo-words translates it, explains the hard parts, and turns every useful word or expression into a one-tap lesson
  • a deeper entry on demand — one tap asks the strongest model for rare senses, deeper etymology, near-synonyms, and the mistakes learners make
  • private and free by default — tailnet-only, no application database, and a pool of free LLM providers; the optional paid model is capped

Documentation

echo-words

Development
uv sync
npm --prefix webapp ci
inv dev     # http://127.0.0.1:8080
inv test    # Python + frontend suites
inv pre     # ruff, ruff-format, pyrefly, file hygiene

inv test silently skips the frontend suite when webapp/node_modules is missing, so npm ci is part of the setup, not an optional extra. Never call Ruff directly — inv pre is the only gate that matches CI.

Deployment is invoke over ssh, and the frontend is built on the VM by the deploy itself:

inv setup-app --with-host-prep   # one-time, idempotent
inv deploy --ref=main
inv status
inv logs

See Development and Deploy to Oracle Cloud in the docs.

Reports

Created with cookiecutter using template

Release files for echo-words 1.8.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for echo-words 1.8.1
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echo_words-1.8.1.tar.gz 1.9 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for echo-words 1.8.1
File Interpreter ABI Platform
echo_words-1.8.1-py3-none-any.whl Python 3 none any Details

Total release size: 2.0 MB

Release files / echo_words-1.8.1.tar.gz

Download URL echo_words-1.8.1.tar.gz
Size 1.9 MB
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Release files / echo_words-1.8.1-py3-none-any.whl

Download URL echo_words-1.8.1-py3-none-any.whl
Size 85.8 kB
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Uploaded via twine/7.0.0 CPython/3.13.14

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1.12.2

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1.12.1

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1.12.0

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1.11.2

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1.11.1

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1.11.0

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1.10.1

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1.9.0

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1.8.1 This release

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1.7.4

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1.7.3

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1.7.0

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1.6.0

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1.4.0

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1.3.0

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1.2.1

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1.2.0

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1.1.1

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1.1.0

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1.0.0

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0.0.5

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0.0.3

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0.0.2

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0.0.1

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