🧠 We launched C.L.A.R.A. — Clear Lexical Analysis & Reasoning Aid
At a time when machines make increasingly opaque decisions about people, we need tools that let us SEE how they think, not just what they answer.
C.L.A.R.A. is an NLP project built in pure JavaScript, with zero external dependencies, that runs in any browser. Its goal is deliberately counterintuitive: radical transparency.
What does that mean?
• Every token it analyzes is visible.
• Every weight it assigns is debatable.
• Every distance it calculates is well-founded.
• Every limitation is documented with intellectual honesty.
It is not a large language model. It does not generate text from scratch. It does not replace human judgment.
But what it CAN do, it does without black boxes.
📂 Manually curated dictionaries (Spanish & English)
🔍 Classical algorithms: Jaccard, cosine, TF-IDF, k-NN, BM25
🏛️ First domain: juridical-academic
🌐 Offline-first architecture, no installation required
If you share the idea that transparency is not a technical luxury but an ethical imperative, welcome to CLARA.
🔗 https://proyectowww-it.blogspot.com/
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