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Wilson Kay's Projects

ctransformers icon ctransformers

Python bindings for the Transformer models implemented in C/C++ using GGML library.

fraud-detection-system-back-end icon fraud-detection-system-back-end

This is a fraud detection sytem that detects fraudulent emails. We used flutter and dart for the front end and springboot for the backend

fraud-detection-system-frond-end icon fraud-detection-system-frond-end

This is a fraud detection sytem that detects fraudulent emails. We used flutter and dart for the front end and springboot for the backend

llama2-medical-chatbot icon llama2-medical-chatbot

This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.

medical-rag-using-bio-mistral-7b icon medical-rag-using-bio-mistral-7b

This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

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