Ready-made n8n template

AI Knowledge Chatbot n8n Workflow

A private chat assistant that answers from your own knowledge base.

Pinecone RAGAI AgentOpenAIn8n

How this workflow runs

triggerChat MessageUser sends question

aiAI AgentUnderstands intent

storagePineconeRetrieve knowledge

outputAnswerPrecise response

What it does

AI Knowledge Chatbot n8n Workflow overview

A private chat assistant that answers questions from your internal knowledge base. Users ask natural-language questions; the AI agent searches your Pinecone vector store and returns precise, sourced answers. Works for internal documentation, product manuals, support wikis, or any structured knowledge collection. Keeps institutional knowledge accessible without endless search.

Who it is for

A practical fit for teams with this repeatable process

Internal teams, technical support, and anyone building an FAQ or documentation bot. Turns static documents into an always-available expert assistant.

Technology
Legal
HR
Healthcare
Finance
Education

How it works

The workflow logic, step by step

Chat MessageUser sends question
AI AgentUnderstands intent
PineconeRetrieve knowledge
AnswerPrecise response

Connected tools

Integrations

These are the services represented in the current template. Substitute services may require different nodes, credentials, and field mappings.

Pinecone RAG
AI Agent
OpenAI
n8n

What is built in

Features

Instant, precise answers from your own documentation
No more searching through wikis or asking colleagues for basic info
Answers include source references so users can verify and dig deeper
Available 24/7 — junior team members get expert-level guidance instantly
Adapts to any domain: legal, technical, HR, operations

Before you import

Requirements

Third-party accounts, usage fees, and API access are not included with the template.

An active n8n instance
Pinecone RAG account or API credentials
AI Agent account or API credentials
OpenAI account or API credentials
Your own business rules, sample data, and approval criteria

What the buyer receives

A documented, editable n8n workflow package

Template package

Importable n8n workflow JSON
Setup documentation
Recorded video walkthrough
One bonus workflow

Not included

Third-party subscriptions or API credits
Your service credentials
Custom field mapping unless setup is purchased
Unsupported claims about business outcomes

FAQ

Questions about this n8n workflow

What file types can I add to the knowledge base?

PDFs, Word docs, plain text files, and markdown. We use Google Drive as the source — any file type that can be read as text works.

How do I keep the knowledge base current?

Pair it with the RAG Ingestion (Auto) workflow and new files get indexed automatically whenever you add them to Drive.

Can multiple users use the same chatbot?

Yes. The workflow handles concurrent requests. For high-volume use, Pinecone's serverless tier scales automatically.

Choose your route

Get the template or request installation

Self-install the workflow for $69, or request a scoped setup from $699 on your own accounts.

Book a free setup audit