Interactive Examples
Explore how to build with Mixpeek's feature extraction and retrieval capabilities
How Mixpeek Works
Storage
Store raw objects and their associated files in buckets, providing the foundation for your data processing workflows.
Extraction
Extract valuable features from your content using specialized feature extractors for different content types.
Features
Organize extracted features in specialized stores optimized for efficient querying and retrieval.
Retrieval
Build powerful retrieval pipelines to search across your multimodal data with pinpoint accuracy.
Automated Image Classification
Build an AI-powered image classification system that automatically organizes and tags your image library.
Cross-Modal Content Recommendations
Build a recommendation engine that suggests relevant content across different media types.
Video Search Engine
Build a search engine that can find specific moments in videos based on content and visual elements.
Key Multimodal Concepts
Feature Extractors
Components that process objects to extract specific features like:
- Face detection and recognition
- Text extraction from images and videos
- Scene detection and segmentation
- Audio transcription
- Visual content classification
Retrievers
Components that search feature stores to find relevant documents:
- KNN vector search for embeddings
- Multimodal search across text and visuals
- Hybrid search with pre- and post-filtering
- Taxonomy-based filtering
- Temporal and spatial search
Ready to Build Your Own?
Create multimodal applications with our feature extraction and retrieval pipelines