{"repo":"xndien2004/LLM_Powered_Video_Search","free":true,"listed":false,"github":"https://github.com/xndien2004/LLM_Powered_Video_Search","clone":"git clone https://github.com/xndien2004/LLM_Powered_Video_Search.git","description":"[SOICT 2024] LLM-Powered Video Search: A Comprehensive Multimedia Retrieval System","language":"Jupyter Notebook","stars":66,"topics":["clip","faiss","llm-inference","metadata","multimodal","rag","text-search","tfidf","django","django-api"],"license":null,"category":"ai-agents","readme_excerpt":"LLM-Powered Video Search: A Comprehensive Multimedia Retrieval System An intelligent video retrieval system that leverages Large Language Models (LLMs) and multimodal search techniques. Originally developed for the AIC2024 competition and accepted at the international SOICT 2024 conference. ⭐ If you find this project helpful or interesting, please consider giving it a star - your support means a lot! Table of Contents - 📍 Overview - 🎯 Features - 🤖 Tech Stack - 🚀 Setup and Usage - 🎬 Demo - 👣 Workflow - 📐 App Structure - 🧑‍💻 Contributors - 📚 Citation 📍 Overview The LLM-Powered Video Search System is an advanced multimodal video search solution that leverages Large Language Models (LLMs) to enhance video retrieval through text, image, and metadata queries. This project was developed for the AIC2024 competition and has been accepted at the international SOICT 2024 conference, aiming to provide an intelligent and efficient video search system. Details about the paper can be found on Springer. 🎯 Features 1. Multimodal Search Capabilities - Text-based search: Supports ASR (Automatic Speech Recognition), OCR, captions, and descriptive image queries for improved accuracy. - Image-based search: Enables users to find specific video segments based on images. - Metadata-based search: Provides a 7x7 matrix for tagging objects and color attributes for contextual search. 2. LLM-Powered Interaction - Integrates LLMs (e.g., GPT-4) to handle natural language queries and deliver rele","default_branch":null,"files":null,"tree":[],"storefront":"/r/xndien2004","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/xndien2004/LLM_Powered_Video_Search/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}