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Sample Use Cases

Our Notebooks offer complex instructions that are supported with a throrough explanation. Follow along by trying out the code and get the most out of each example.

Example Description Stack
Intro to Semantic Search and Recommendations Systems Learn how to get started building semantic search and recommendation systems. Qdrant
Search and Recommend Newspaper Articles Work with text data to develop a semantic search and a recommendation engine for news articles. Qdrant
Recommendation System for Songs Use Qdrant to develop a music recommendation engine based on audio embeddings. Qdrant
Image Comparison System for Skin Conditions Use Qdrant to compare challenging images with labels representing different skin diseases. Qdrant
Question and Answer System with LlamaIndex Combine Qdrant and LlamaIndex to create a self-updating Q&A system. Qdrant, LlamaIndex, Cohere