AI-Powered Travel Planning Agent with Couchbase Vector Search & Gemini Integrati

Overview

This workflow automates travel planning by integrating advanced AI chat capabilities with robust vector search and document management. It leverages Google Gemini for conversational AI, OpenAI for text embeddings, and Couchbase for efficient vector-based document retrieval.

Key Features

• AI Chat Trigger: Initiates workflow upon receiving chat messages.
• Conversational AI: Utilizes Google Gemini for dynamic, context-aware travel assistance.
• Document Management: Loads, splits, and stores travel-related documents using Couchbase vector search.
• OpenAI Embeddings: Generates semantic embeddings for improved search relevance.
• Memory Buffer: Maintains conversation context for personalized responses.

Benefits

• Enhanced User Experience: Provides instant, intelligent travel recommendations.
• Time Savings: Automates information retrieval and planning tasks.
• Scalable Integration: Easily connects with external data sources and APIs.
• Accurate Results: Combines semantic search with AI-driven insights for precise answers.

Use Cases

• Automated travel itinerary planning
• Real-time travel information retrieval
• Personalized travel agent chatbots
• Integration with booking or CRM platforms