Automate Proposals with Agentic AI, n8n, and Qdrant

Описание: Stop spending hours drafting proposals. In this video I show how to turn client requirements + your website into a ready-to-send PowerPoint - automatically.

We’ll build a persistent RAG stack with Qdrant , crawl your site and reviews with Firecrawl , generate content with OpenAI (ChatGPT) , and package everything into slides - triggered from a simple web form in n8n.

To get the JSON and Google Sheet templates , choose one of the implementation options:
A) Do-it-yourself (€59): https://buy.stripe.com/4gMfZi5klcTAdN...
B) Guided (€159, up to 2 hours): https://buy.stripe.com/fZu00k7st2eW9w...
Please send the payment confirmation to [email protected] - I will reply with the artefacts and schedule integration session(s) (only for the Guided option)

You’ll learn :
00:38 Setting up n8n workflows for proposal generation
00:55 Installation on Qdrant community node
01:34 Building an Agentic RAG pipeline (Qdrant vector DB + embeddings)
02:42 Setting up Firecrawl node & credentials
03:20 Setting website & review directory (Clutch) URLs
04:32 How to set up Qdrant vector DB node, cluster & API keys
05:59 How to set up OpenAI Embeddings node & API keys
07:12 Crawling website & public reviews (Firecrawl) for credibility sections
07:32 Using templates to render a PPTX
09:24 How to set up Slidepack node & API keys to render the PPTX template
12:06 How to set up Google Drive API for a local n8n instance
14:00 Saving & sharing via Google Drive with OAuth
16:30 How to generate a proposal for a sample RFP (Request for Proposal / Requirements)
19:12 Review of the generated proposal

Tools used :
n8n (local installation!), Qdrant, Firecrawl, OpenAI (ChatGPT/Embeddings), Slidepack, Google Drive, Google Cloud Platform

Who is this for? Founders, Project Managers, agencies, and B2B teams handling many RFPs who want proposals in minutes - not days.

👉 Need help implementing this? Contact:
https://www.academy.blackthorn.ai/
[email protected]