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
- Kaito Rahman
- 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.
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