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1. agent-on-capella agent-on-capella Public

   An agentic real-estate search experience on Couchbase Capella that personalizes property discovery with vector search and long‑term memory.

   Python 3 1

2. llamas-with-a-chance-of-JSON llamas-with-a-chance-of-JSON Public

   Running local models to convert outputs for text and image analysis using predefined JSON schemas.

   Jupyter Notebook 1 1

3. product-objection-handling product-objection-handling Public

   Built a containerized web application deployed on Microsoft Azure. The application used an AI model to help sales reps handle objections with a grounded understanding of uploaded product information.

   HTML

4. music-recommendation-engine music-recommendation-engine Public

   Exploring Gemini's Long Context Window and Context Caching to generate personalized music recommendations for a user and profile matching users with similar music tastes.

   Jupyter Notebook

5. support-ticket-queries support-ticket-queries Public

   Query customer support tickets stored as JSON in Couchbase Capella Free Tier using Python SDK and SQL++/N1QL. This demonstrates the performance power and cost savings from indexing.

   Python

6. restaurant-vector-search restaurant-vector-search Public

   This application demos Couchbase vector search of restaurants in California stored in Capella. Enabling users to search for more diverse exploration e.g. sushi restaurants with a good vibe and uniq…

   Python