AI crew to automate fundamental stock analysis - Q&A workflow
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
Nodes used (12)
- Manual Trigger
n8n-nodes-base.manualTrigger - Google Drive
n8n-nodes-base.googleDrive - Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - Recursive Character Text Splitter
@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter - Qdrant Vector Store
@n8n/n8n-nodes-langchain.vectorStoreQdrant - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Webhook
n8n-nodes-base.webhook - Question and Answer Chain
@n8n/n8n-nodes-langchain.chainRetrievalQa - Vector Store Retriever
@n8n/n8n-nodes-langchain.retrieverVectorStore - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Embeddings OpenAI
@n8n/n8n-nodes-langchain.embeddingsOpenAi - Respond to Webhook
n8n-nodes-base.respondToWebhook
What it does
How it works: Using a Crew of AI agents (Senior Researcher, Visionary, and Senior Editor), this crew will automatically determine the right questions to ask to produce a detailed fundamental stock analysis. This application has two components: a front-end and a Stock Q&A engine. The front end is the team of agents automatically figuring out the questions to ask, and the back-end part is the ability to answer those questions with the SEC 10K data. This template implements the Stock Q&A engine. For the front-end of the application, you can choose one of two options: - using CrewAI with the Replit environment (code approach) - fully visual approach with n8n template (AI-powered automated stock analysis) !stockaiexplainerdiagram.png(fileId:783) Setup steps: 1. Use first workflow in template to upsert a company annual report PDF (such as from SEC 10K filling) 2. Get URL for Webhook in second workflow template CrewAI front-end: Youtube overview video - Fork this AI Agent environment Crew Agent Environment - Set the webhook URL into N8NWEBHOOKURL variable - Set OpenAIAPIKEY variable