Tax Code Assistant with Qdrant, Mistral.ai & OpenAI
Creates an AI-powered knowledge base assistant for tax code documents using intelligent chunking into chapters/sections, Qdrant vector store, and advanced querying via Mistral.ai and OpenAI.
This workflow builds a sophisticated Retrieval-Augmented Generation (RAG) system tailored for querying complex documents like government tax codes. It starts by downloading a ZIP file from a government website, extracting pages as chapters, and parsing them into sections using data manipulation expressions. Each section is embedded and upserted into a Qdrant vector store with rich metadata (source, chapter, section numbers), preserving context that basic chunking often loses.
The AI Agent lever
Platform
n8n
Category
Other
Price
$24.99
Creator
Bryce Yu
Qdrant
Mistral.ai
OpenAI
RAG
Vector Database
Knowledge Base
Document Parsing
AI Agent
Tax Code
Retrieval
How to import this workflow into n8n
1Purchase or download the workflow to get the n8n workflow JSON file.
2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
3Open each node marked with a credential warning and connect your own accounts and API keys.
4Run the workflow once manually to verify the data flow, then toggle it to Active.