Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store
n8n template #2464Summary
Use templateAre you a popular tech startup accelerator (named after a particular higher order function) overwhelmed with 1000s of pitch decks on a daily basis? Wish you could filter through them quickly using AI but the decks are unparseable through conventional means? Then you're in luck! This n8n template uses Multimodal LLMs to parse and extract valuable data from even the most overly designed pitch decks in quick fashion. Not only that, it'll also create the foundations of a RAG chatbot at the end so you or your colleagues can drill down into the details if needed. With this template, you'll scale your capacity to find interesting companies you'd otherwise miss! Requires n8n v1.62.1+ How It Works Ai
How to set it up
- Open template #2464 on n8n.io and click Use for free, or copy the template JSON and paste it onto an empty canvas in n8n.
- Create 4 credentials under Credentials → Add credential: Airtable, Embeddings OpenAI, OpenAI Chat Model, Qdrant Vector Store. Then open each of those nodes and pick the credential.
- Check the model in the AI Agent node. The template may point at a model your account can't use; swap it for one you have access to.
- Click Execute workflow and step through each node's output to confirm the data looks right.
- Toggle the workflow to Active so its trigger runs on its own.
Hand off to your agent
Prompt
Help me set up the n8n workflow "Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store" (https://n8n.io/workflows/2464). It uses: Airtable, Edit Image, HTTP Request, Compression, Code, AI Agent, Basic LLM Chain, Embeddings OpenAI, OpenAI Chat Model, Simple Memory, Recursive Character Text Splitter, Default Data Loader, Qdrant Vector Store, Vector Store Question Answer Tool, Information Extractor. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
AirtableEdit ImageHTTP RequestCompressionCodeAI AgentBasic LLM ChainEmbeddings OpenAIOpenAI Chat ModelSimple MemoryRecursive Character Text SplitterDefault Data LoaderQdrant Vector StoreVector Store Question Answer ToolInformation Extractor
Questions
Yes. Jimleuk published it free on n8n.io as a verified creator, and it has 6,822 views. It runs on n8n Cloud or a self-hosted n8n instance.
Airtable, Embeddings OpenAI, OpenAI Chat Model, Qdrant Vector Store. The other 11 nodes are built into n8n.
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