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1. llamaindexchat llamaindexchat Public

   LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.

   Python 45 5

2. transformer101 transformer101 Public

   Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

   Jupyter Notebook 1

3. dapp-real-state dapp-real-state Public

   Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.

   Solidity 3

4. minerva minerva Public

   Multi-Agent LLM System for Digital Scam Protection

   Python 10 3

5. wikisearch wikisearch Public

   Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.

   Python 14 1

6. nn-image-classifier nn-image-classifier Public

   Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.

   Jupyter Notebook 4