RAG & Knowledge BasesproFluxonLab library

Travel Planning Agent with Couchbase Vector Search, Gemini 2.0 Flash and Open

by FluxonLab Importadapted from StickynoteUpdated May 2026

RequiresGoogle GeminiOpenAI

1/5

FLOWS

STEPS · 5

Starts from a chat message

On a chat message, a Gemini-powered agent answers travel queries using Couchbase vector search over OpenAI-embedded documents.

Drive Knowledge Base Chat Agent

When files are added to Google Drive, indexes them into Milvus with Cohere embeddings so an OpenAI chat agent answers questions.

On a webhook chat query, retrieves answers from Google Drive documents embedded in Qdrant using OpenAI and responds to the request.

On a chat message or Google Drive upload, embeds files into Supabase and answers questions with an OpenAI RAG agent.