VideoWise offers a seamless solution to upload, transcribe, translate and analyze videos. Leveraging WhisperX for accurate transcriptions and Ollama for Retrieval-Augmented Generation, it enables effortless navigation and interaction with video content. Ideal for creating summaries, quizzes, or adding subtitles to lengthy recordings.
VideoWise: Harness AI to Transcribe, Translate, and Query Videos
VideoWise is an innovative solution designed to transform the way video content is managed and interacted with, by making it easily searchable and interactive. It enables users to effortlessly navigate training sessions, lectures, or even those long, dull corporate meetings with ease by providing users with the ability to upload, transcribe, and leverage AI to analyze and query video content.
Core Features
- Seamless Video Uploads: Effortlessly upload videos to get started with transcription and analysis.
- Accurate Transcription and Translation: Utilize WhisperX for high-quality, high-speed transcription and translation across multiple languages, including English, French, German, Spanish, Italian, Japanese, Chinese, Dutch, Ukrainian, and Portuguese.
- Timestamped Navigation: Easily navigate video content through timestamped transcriptions that link each sentence with its exact moment in the video.
- AI-Powered Interactions: Engage with an AI assistant powered by Ollama to ask questions, generate detailed summaries, or create quizzes based on the video content.
- Flexible Export Options: Save AI-generated chats in multiple formats or download the transcribed video with subtitles.
How to Use
- 🆕 Create a new Chat: Open the web application and start a new chat.
- 🎥 Upload a Video: Use the user-friendly interface to upload your recording.
- ⏳ Wait for Transcription: Allow the system to transcribe and eventually translate the video content in the language of your choosing.
- 🤖 Interact with AI: Use one of Ollama's powerful open source LLMs to ask questions, generate summaries, or even create quizzes based on the video content.
- 💾 Export Options: Export the transcribed video with embedded subtitles or save the chat content in PDF, Word, or TXT format.
Current Limitations
VideoWise is an evolving platform. Current limitations include lack of multi-speaker identification and exclusive support for Ollama. Each chat can manage a single video and audio-only file uploads are not supported.
Future Developments
VideoWise is continually evolving to meet user needs. Here's what's coming next:
- Multi-video uploads within a single chat
- Integration with popular AI models like ChatGPT
- Speaker diarization
- YouTube video URL uploads
- Real-time AI voice chat interaction
- Direct audio file uploads
Contribution
Contributions to the project are highly valued and encouraged. To contribute:
- Fork the repository.
- Create a feature branch:
git checkout -b feature-branch. - Implement changes and commit:
git commit -m 'Add new feature'. - Push changes:
git push origin feature-branch. - Send a pull request. I'll review it ASAP!
VideoWise enhances the handling and analysis of video content with advanced transcription and AI capabilities, making video data more accessible and interactive than ever before.
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