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Multimodal AI Agent
About this app
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.
- Complete open-source code
- Step-by-step tutorial
Technical sheet
- Category
- Starter Agents
- Difficulty
- Easy
- Models
- Gemini
- Frameworks
- Agno
- Runs locally?
- Needs cloud APIs
- Required keys
GOOGLE_API_KEY
License Apache-2.0 · content curated and maintained by Doutor AI.
Full tutorial
🧬 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?
- Clone the GitHub repository
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd starter_ai_agents/multimodal_ai_agent- Install the required dependencies:
pip install -r requirements.txt- Get your Google Gemini API Key
- Sign up for an Google AI Studio account and obtain your API key.
- Set up your Gemini API Key as the environment variable
GOOGLE_API_KEY=your_api_key_here- Run the Streamlit App
streamlit run multimodal_agent.pyFrom the same category
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