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1. vertical_agents_implementation vertical_agents_implementation Public

   Agentic system with BaseMemory, ShortTermMemory, LongTermMemory, VectorMemory. Human-Augmented Agents and RAG Router for knowledge management. Vector Embeddings for semantic search and In-Memory Ve…

   Python

2. LLM-based-Search-Engine LLM-based-Search-Engine Public

   High-performance Rust implementation of advanced vector similarity algorithms and distributed search capabilities, leverages Rust's memory safety guarantees and zero-cost abstractions to achieve si…

   Rust 1

3. memory_augmented_agentic_information_retrieval memory_augmented_agentic_information_retrieval Public

   Implementation of Zhang et al.'s Agentic IR paradigm with a memory-augmented agent architecture. Features stateful information transitions, thought generation, policy learning, and tool integration…

   Python 1

4. bmw_multi-agent_framework bmw_multi-agent_framework Public

   Python

5. Pedestrian_Detection_Using_Histograms_of_Oriented_Gradients Pedestrian_Detection_Using_Histograms_of_Oriented_Gradients Public

   Developed a pedestrian detection system using OpenCV's Histogram of Oriented Gradients (HOG) in Python. Applied Sobel operators for gradient calculations in Cartesian coordinates, converted to pola…

   Jupyter Notebook

6. Forecasting_Web_Traffic_Potential_using_supervised_ML_Algorithms_Multimodel-Analysis Forecasting_Web_Traffic_Potential_using_supervised_ML_Algorithms_Multimodel-Analysis Public

   Jupyter Notebook