ai-video-analyzer

Name: ai-video-analyzer
Author: gupta-v

gupta-v January 8, 2025

13 copies 0 downloads

AI Video Analyzer & Chat Agent is a robust AI application built with Streamlit, Agno, & Langchain's DuckDuckGo Tool. Integrating Gemini 1.5 Flash, it enables video analysis, insight extraction, and AI-powered chat with features like content analysis, real-time web searches, and multi-modal analysis for research, education, and interactive learning.

AI Video Analyzer & Chat Agent

This project is an advanced AI Video Analyzer and Chat Agent built using Streamlit, powered by Google's Gemini 1.5 Flash and LangChain's DuckDuckGo integration. It provides an interactive platform for users to analyze videos, get AI-powered insights, and perform web searches all in one interface.

Project Overview
Features
Uses and Scope
File Structure
Software and Tools Requirements
Getting Started
Data Description
Usage
Future Enhancements
Acknowledgments

Project Overview

The AI Video Analyzer & Chat Agent is a powerful web application that combines video analysis capabilities with natural language processing and web search functionality. It uses Agno's Agent framework to integrate Google's Gemini 1.5 Flash model for video understanding and LangChain's DuckDuckGoSearchRun tool for supplementary web searches, providing users with comprehensive insights and information about their uploaded videos.

Features

AI Agent Architecture: Built using Agno's Agent framework for seamless AI integration
Video Upload & Processing: Support for multiple video formats (MP4, MOV, AVI, MKV)
AI-Powered Analysis: Video content analysis using Gemini 1.5 Flash
Interactive Chat Interface: Real-time conversation with the AI about video content
LangChain Tools Integration: Web search functionality using LangChain's DuckDuckGoSearchRun tool
Session Management: Automatic timeout after 1 hour of inactivity
Responsive UI: Clean and intuitive user interface with auto-scrolling chat
Multi-Modal Analysis: Combines video understanding with text-based responses
Temporary File Handling: Secure processing of uploaded videos

Uses and Scope

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