RAG & Knowledge Basesfree

Build a Website Powered Customer Support Chatbot with Decodo, Pinecone and Gemini

by Zain KhanUpdated Aug 2026

RequiresGoogle Gemini

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FLOWS

STEPS · 16

Starts on an incoming request

Crawls website content via Decodo, embeds it into Pinecone with Gemini, then answers customer chat queries using a Gemini agent.

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On a form submission, runs Google Gemini over aggregated input, emails results via Gmail, and indexes documents into Pinecone for chat-based retrieval.

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On manual run, fetches and extracts web content with Google Gemini, then embeds it and upserts the vectors into a Pinecone store.

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Gemini RAG Question Answering

On webhook, retrieves context from a Qdrant vector store and answers questions with Google Gemini.

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Build a Website Powered Customer Support Chatbot with Decodo, Pinecone and Gemini

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Related workflows

Gemini RAG Email And Chat Assistant

Create AI Ready Vector Datasets for Llms with Bright Data, Gemini & Pinecone

Gemini RAG Question Answering