Delighted to unveil my latest project: a Game Recommender System driven by cutting-edge Generative AI! 🎮✨
Harnessing the power of the Retrieval-Augmented Generation (RAG) model and the Mistral large language model (LLM), I've developed a system that goes beyond mere game recommendations—it offers a profound understanding of user preferences and behaviors.
Here’s why this project stands out:
🔍 RAG Model: Leveraging retrieval-augmented techniques to dynamically source real-time game data, ensuring recommendations are precise and diverse.
🤖 LLM Mistral: With its advanced language processing capabilities, Mistral interprets user inputs with naturalness and intuition, delivering personalized interactions.
📊 VectorDB: Enhancing recommendation accuracy by integrating vectorized representations of user preferences and game attributes.
🎯 Gen AI Innovation: By seamlessly merging retrieval-based and generative AI methods, our system tailors recommendations to each user's unique tastes.
While developing this project, I encountered challenges such as scraping real-time Play Store data, accessing various LLMs, and training models via prompt engineering. However, each hurdle was a valuable learning experience, marking just the beginning of my journey into GenAI.
Proud to share the culmination of hard work and innovation, and eager to witness how it transforms gaming experiences!
✨ Know more about project insight by reading my Blog on Medium: https://lnkd.in/d_2a_YZ5
✨ Link to the Project: https://lnkd.in/dj8Ez_k9
#ArtificialIntelligence #GenAI #MachineLearning #GameRecommender #TechInnovation #AI #ML #Gaming #DataScience #RAG #VectorDB #LLM
