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 |
Extractive QA System | Extract answers directly from context to generate highly relevant answers. | Qdrant |
Ecommerce Reverse Image Search | Accept images as search queries to receive semantically appropriate answers. | Qdrant |