CineGraphAI - Building a GraphRAG Entertainment Intelligence Benchmark System Artificial Intelligence is rapidly changing how we search, retrieve, and understand information. While traditional chatbots and retrieval systems work well for simple queries, they often struggle with contextual understanding and connected reasoning. To explore this challenge, I built a GraphRAG Entertainment Intelligence Benchmark System — an AI-powered platform designed to compare different Retrieval-Augmented Generation (RAG) architectures and analyze how effectively they retrieve and generate answers for movie-related queries. Project Overview The idea behind the project was simple: Can graph-enhanced retrieval systems provide smarter and more contextual answers than traditional vector-based RAG pipelines? To find out, I developed a benchmarking platform that compares three different AI retrieval approaches: Basic RAG Hybrid RAG GraphRAG The system allows users to run the same query across al...
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