awesome-llm-apps/starter_ai_agents/multimodal_ai_agent

🧬 Multimodal AI Agent

A Streamlit application that combines video analysis and web search capabilities using Google's Gemini 2.5 model. This agent can analyze uploaded videos and answer questions by combining visual understanding with web-search.

Features

• Video analysis using Gemini 2.5 Flash/Pro
• Web research integration via DuckDuckGo
• Support for multiple video formats (MP4, MOV, AVI)
• Real-time video processing
• Combined visual and textual analysis

How to get Started?

1. Clone the GitHub repository

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd ai_agent_tutorials/multimodal_ai_agent

2. Install the required dependencies:

pip install -r requirements.txt

3. Get your Google Gemini API Key

• Sign up for an Google AI Studio account and obtain your API key.

4. Set up your Gemini API Key as the environment variable

GOOGLE_API_KEY=your_api_key_here

5. Run the Streamlit App

streamlit run multimodal_agent.py