Chatbot with memory & knowledge access

# Chatbot with RAG and web search via local LLM with contextual memory

This automation template enables the creation of a secure, intelligent chatbot that answers user questions by combining access to internal knowledge (RAG) and real-time internet data. Powered by a local Ollama model, it ensures data privacy and full control over processing.

## Who it´s for
- Developers building AI assistants with local LLMs
- Companies needing secure chatbots with access to internal knowledge
- Analysts querying up-to-date internet data via chat interface
- IT specialists automating support with RAG integration

## What the automation does
- Processes incoming chat messages as triggers
- Activates a LangChain agent to decide between RAG or web search
- Uses Google Search via Bright Data for news or current events
- Retrieves answers from a vector-based RAG knowledge base for documentation queries
- Generates responses using a local Ollama model with conversation memory

## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic based on LangChain agent
- Integrations with RAG Database, Google Search API, Bright Data, and Local Ollama service
- Basic text instructions for setup and adaptation

## Requirements for setup
- Access to an n8n instance
- Configured local Ollama service with a supported model
- Vector-enabled RAG knowledge database
- Bright Data account with Google Search API access
- MCP Client for component communication

## Benefits and outcomes
- Full autonomy via local LLM inference
- Data confidentiality maintained within your infrastructure
- Accurate responses from both internal docs and fresh web sources
- Context-aware dialogue for natural user interaction
- Reduced load on support and analytics teams
- Scalable for enterprise use cases

## 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