AI Assistant with Memory & Web Search for Chat

# AI assistant with memory, web search, and calculator via webhook using Google Gemini

This automation template creates an AI assistant capable of holding context-aware conversations via chat, using dialogue history and real-time data. Ideal for automating customer support, consultations, or personal assistance.

## Who it´s for
- Automation specialists building AI assistants with memory
- Marketers deploying smart chatbots for customer support
- Freelancers needing a personal AI helper with data access
- Companies automating initial request handling via chat

## What the automation does
- Triggers on incoming messages via HTTP webhook
- Uses Google Gemini as LLM within a LangChain agent
- Applies step-by-step reasoning (Think), calculator, and SerpAPI for web search
- Stores last 5 interactions to maintain conversation context
- Generates responses based on chat history and live data
- Integrates into websites or CRMs via webhook as a standalone assistant

## What´s included
- Ready-to-use n8n workflow
- Trigger and message handler logic
- Integrations with Google Gemini, SerpAPI, and built-in calculator
- Basic setup and adaptation guide

## Requirements for setup
- n8n account (cloud or self-hosted)
- Google Gemini API key
- SerpAPI API key
- Access to a system that sends messages via webhook (website, CRM, messenger)

## Benefits and outcomes
- Faster query processing without human intervention
- Context retention for more accurate, natural responses
- Ability to perform calculations and retrieve up-to-date web information
- Automated resolution of common user questions
- Flexible integration with any webhook-enabled channel
- Time savings in customer service and internal operations

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat