The Blog

Thoughts, insights, and tutorials on data science, AI, and software engineering

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Building Effective RAG Systems with LangChain and FAISS
['RAG'
Jul 15, 2024 2 min read

Building Effective RAG Systems with LangChain and FAISS

Learn how to build effective Retrieval-Augmented Generation (RAG) systems using LangChain and FAISS, based on real-world experience implementing these systems …

['RAG' 'LangChain' 'FAISS' 'LLM' 'Vector Database' 'AI' 'Machine Learning']
Optimizing Computer Vision Inference with TensorRT and NVIDIA Triton
['Computer Vision'
Jun 20, 2024 3 min read

Optimizing Computer Vision Inference with TensorRT and NVIDIA Triton

Learn how we optimized computer vision inference for ATM monitoring at Bank Alfalah, reducing latency by 83% using TensorRT and …

['Computer Vision' 'TensorRT' 'NVIDIA Triton' 'YOLOv8' 'Optimization' 'Inference' 'GPU']
Building a Hybrid Recommendation Engine for E-Commerce
['Recommendation Systems'
May 10, 2024 4 min read

Building a Hybrid Recommendation Engine for E-Commerce

Discover how we built a hybrid recommendation engine for Alfa Mall e-commerce platform, combining collaborative filtering, content-based filtering, and real-time …

['Recommendation Systems' 'E-Commerce' 'Machine Learning' 'Collaborative Filtering' 'Content-Based Filtering' 'Real-Time Analytics']
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