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Completed Project
AI Book Discovery Platform
Local RAG-based book recommendation system with semantic search.
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GeliştirenAselens Software
Güncellenme TarihiMay 1, 2024
Etiketler8 Etiket
Project Summary
The AI Book Discovery Platform is an intelligent recommendation system that moves beyond simple keyword matching to understand the semantic context of user queries. Powered by Ollama, it leverages the "nomic-embed-text" model for vector-based search and "llama3.2:1b" for expert-level book analysis. The entire system runs 100% locally, ensuring complete user privacy while providing deep insights into search intent and reader profiling.
Project Access
Technologies Used
Python
Streamlit
Don't be
LangChain
Nomic Embed
Llama 3.2
pandas
scikit-learn
Contents
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