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1. RAG-Enhanced-Knowledge-Synthesizer RAG-Enhanced-Knowledge-Synthesizer Public

   Developed a RAG system utilizing Llama 2.0, Langchain, and ChromaDB for efficient document retrieval and improved answer relevancy. Implemented vector databases to enhance querying capabilities and…

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2. Time-Series-Forecasting Time-Series-Forecasting Public

   Predict Google's stock price with precision using ARIMA models with hyperparameter tuning and LSTM neural networks in this time series forecasting project.

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3. Weapon-Detection-with-YOLOv8-for-Security-Cameras Weapon-Detection-with-YOLOv8-for-Security-Cameras Public

   We demonstrate YOLOv8 for detecting weapons in security footage, fine-tuning with custom datasets and adding pretrained classes. Key metrics (recall, F1 score, precision) ensure effectiveness, prio…

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4. Llama-2-LlamaIndex-Integration-for-Q-A-and-Embeddings Llama-2-LlamaIndex-Integration-for-Q-A-and-Embeddings Public

   We combines Llama-2 with LlamaIndex to enhance Q&A and embeddings. Llama-2 provides advanced language processing, while LlamaIndex improves information retrieval and context relevance, ensuring acc…

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