NoAI LG is an ambitious project aimed at generating meaningful sentences without relying on neural networks! 🤯 Instead of deep learning, we use pattern-based techniques to understand and transform language.
✅ Language Translator - Our current implementation takes an input sentence and generates a similar sentence as output! (Try it out with infer.py)
Instead of breaking text into individual words, our custom tokenizer detects and tokenizes common phrases for better context understanding.
1️⃣ Similarity Matrix 📊 - We analyze a dataset of sentences to build a matrix that determines how similar each token is to every other token in the vocabulary.
2️⃣ Inference (Translation) 🤖 - Using this pattern-based similarity matrix, tokens are replaced with similar ones to create a new sentence.
💡 Question Answering – Answer queries without AI models
📝 Language Generation – Create meaningful text using patterns
📚 Summarization – Extract key points from long texts
🌟 Stay tuned for more updates! 🚀