Name		Name	Last commit message	Last commit date
parent directory ..
.env.example		.env.example
README.md		README.md
USAGE.md		USAGE.md
app.py		app.py
demo.py		demo.py
requirements.txt		requirements.txt
test_setup.py		test_setup.py

README.md

🎬 Video RAG with Gemini

A Streamlit demo that allows you to upload videos and chat with them using Google's Gemini AI with multimodal capabilities.

Features

📹 Video Upload: Support for multiple video formats (MP4, AVI, MOV, MKV, WEBM)
🤖 AI-Powered Chat: Ask questions about your video content using Gemini's advanced video understanding
💬 Interactive Interface: Clean chat interface with streaming responses
🔄 Session Management: Maintain chat history and video context
⚡ Real-time Processing: Upload and process videos with progress feedback

Setup

Install Dependencies
```
pip install -r requirements.txt
```
Get Gemini API Key
- Visit Google AI Studio
- Create a new API key
- Keep it secure - you'll enter it in the app
Run the Application
```
streamlit run app.py
```

Usage

Enter API Key: Input your Gemini API key in the sidebar
Upload Video: Choose a video file (supported formats listed above)
Wait for Processing: The video will be uploaded and processed by Gemini
Start Chatting: Ask questions about your video content!

Example Questions

"What is happening in this video?"
"Summarize the main events"
"Who are the people in this video?"
"What objects can you see?"
"Describe the setting and environment"
"What actions are taking place?"

Technical Details

Video Processing: Uses Gemini's File API for video upload and processing
Multimodal AI: Combines video understanding with natural language processing
File Size Limits: Large files (>100MB) may take longer to process
Supported Formats: MP4, AVI, MOV, MKV, WEBM

Limitations

Video processing time depends on file size and complexity
Large files may fail to upload or process
API rate limits may apply based on your Gemini API plan
Some video formats may not be supported

Troubleshooting

Upload Fails: Check video format and file size
Processing Stuck: Wait a few minutes, large files take time
API Errors: Verify your API key is correct and has sufficient quota
No Response: Try refreshing the page and re-uploading the video

Built With

Streamlit - Web app framework
Google Gemini API - Multimodal AI capabilities
Python - Backend processing

Part of the AI Engineering Hub - Building practical AI applications