{"id":"tMiRJYDrXzpKysTX","meta":{"instanceId":"workflow-64acb495","versionId":"1.0.0","createdAt":"2025-09-29T07:08:01.070169","updatedAt":"2025-09-29T07:08:01.070188","owner":"n8n-user","license":"MIT","category":"automation","status":"active","priority":"high","environment":"production"},"name":"Stock Q&A Workflow","nodes":[{"id":"ec3b86be-4113-4fd5-8365-02adb67693e9","name":"Embeddings OpenAI1","type":"n8n-nodes-base.noOp","position":[1960,720],"parameters":{"options":{}},"credentials":{"openAiApi":{"id":"fOF5kro9BJ6KMQ7n","name":"OpenAi account"}},"typeVersion":1,"notes":"This embeddingsOpenAi node performs automated tasks as part of the workflow."},{"id":"42fd8020-3861-4d0f-a7a2-70e2c35f0bed","name":"On new manual Chat Message","type":"n8n-nodes-base.noOp","disabled":true,"position":[1620,240],"parameters":{},"typeVersion":1,"notes":"This manualChatTrigger node performs automated tasks as part of the workflow."},{"id":"a9b48d04-691e-4537-90f8-d7a4aa6153af","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[1560,120],"parameters":{"color":6,"width":903.0896125323785,"height":733.5099670584011,"content":"## Step 2: Setup the Q&A \n### The incoming message from the webhook is queried from the Supabase Vector Store. The response is provided in the response webhook. "},"typeVersion":1,"notes":"This stickyNote node performs automated tasks as part of the workflow."},{"id":"472b4800-745a-4337-9545-163247f7e9ae","name":"Retrieval QA Chain","type":"n8n-nodes-base.noOp","position":[1880,240],"parameters":{"query":"={{ $json.body.input }}"},"typeVersion":1,"notes":"This chainRetrievalQa node performs automated tasks as part of the workflow."},{"id":"e58bd82d-abc6-44ed-8e93-ec5436126d66","name":"Respond to Webhook","type":"n8n-nodes-base.respondToWebhook","position":[2280,240],"parameters":{"options":{},"respondWith":"text","responseBody":"={{ $json.response.text }}"},"typeVersion":1,"notes":"This respondToWebhook node performs automated tasks as part of the workflow."},{"id":"04bbf01e-8269-47c7-897d-4ea94a1bd1c0","name":"Vector Store Retriever","type":"n8n-nodes-base.noOp","position":[2020,440],"parameters":{"topK":5},"typeVersion":1,"notes":"This retrieverVectorStore node performs automated tasks as part of the workflow."},{"id":"feee6d68-2e0d-4d40-897e-c1d833a13bf2","name":"Webhook1","type":"n8n-nodes-base.webhook","position":[1620,420],"webhookId":"679f4afb-189e-4f04-9dc0-439eec2ec5f1","parameters":{"path":"19f5499a-3083-4783-93a0-e8ed76a9f742","options":{},"httpMethod":"POST","responseMode":"responseNode"},"typeVersion":1.1,"notes":"This webhook node performs automated tasks as part of the workflow."},{"id":"1b8d251f-7069-4d7d-b6d6-4bfa683d4ad1","name":"When clicking \"Execute Workflow\"","type":"n8n-nodes-base.manualTrigger","position":[280,260],"parameters":{},"typeVersion":1,"notes":"This manualTrigger node performs automated tasks as part of the workflow."},{"id":"b746a7a4-ed94-4332-bf7b-65aadcf54130","name":"Google Drive","type":"n8n-nodes-base.googleDrive","position":[580,260],"parameters":{"fileId":{"__rl":true,"mode":"list","value":"1LZezppYrWpMStr4qJXtoIX-Dwzvgehll","cachedResultUrl":"{{ $env.WEBHOOK_URL }}","cachedResultName":"crowdstrike.pdf"},"options":{},"operation":"download"},"credentials":{"googleDriveOAuth2Api":{"id":"1tsDIpjUaKbXy0be","name":"Google Drive account"}},"typeVersion":3,"notes":"This googleDrive node performs automated tasks as part of the workflow."},{"id":"83a7d470-f934-436d-ba3f-1ae7c776f5a5","name":"Binary to Document","type":"n8n-nodes-base.noOp","position":[860,480],"parameters":{"loader":"pdfLoader","options":{}},"typeVersion":1,"notes":"This documentBinaryInputLoader node performs automated tasks as part of the workflow."},{"id":"b52b4a90-99a1-49cc-a6f0-7551d6754496","name":"Recursive Character Text Splitter","type":"n8n-nodes-base.noOp","position":[860,640],"parameters":{"options":{},"chunkSize":3000,"chunkOverlap":200},"typeVersion":1,"notes":"This textSplitterRecursiveCharacterTextSplitter node performs automated tasks as part of the workflow."},{"id":"b525e130-2029-4f55-a603-1fdc05a19c17","name":"Embeddings OpenAI","type":"n8n-nodes-base.noOp","position":[1160,480],"parameters":{"options":{}},"credentials":{"openAiApi":{"id":"fOF5kro9BJ6KMQ7n","name":"OpenAi account"}},"typeVersion":1,"notes":"This embeddingsOpenAi node performs automated tasks as part of the workflow."},{"id":"5358c53f-55f9-431d-8956-c6bae7ad25bc","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[540,120],"parameters":{"color":6,"width":772.0680602743597,"height":732.3675002130781,"content":"## Step 1: Upserting the PDF\n### Fetch file from Google Drive, split it into chunks and insert into Supabase index\n\n"},"typeVersion":1,"notes":"This stickyNote node performs automated tasks as part of the workflow."},{"id":"fb91e2da-0eeb-47a5-aa49-65bf56986857","name":"Qdrant Vector Store","type":"n8n-nodes-base.noOp","position":[940,260],"parameters":{"mode":"insert","options":{},"qdrantCollection":{"__rl":true,"mode":"id","value":"=crowd"}},"credentials":{"qdrantApi":{"id":"U5CpjAgFeXziP3I1","name":"QdrantApi account"}},"typeVersion":1,"notes":"This vectorStoreQdrant node performs automated tasks as part of the workflow."},{"id":"89e14837-d1fc-4b1e-9ebc-7cf3e7fd9a70","name":"Qdrant Vector Store1","type":"n8n-nodes-base.noOp","position":[1980,600],"parameters":{"qdrantCollection":{"__rl":true,"mode":"id","value":"={{ $json.body.company }}"}},"credentials":{"qdrantApi":{"id":"U5CpjAgFeXziP3I1","name":"QdrantApi account"}},"typeVersion":1,"notes":"This vectorStoreQdrant node performs automated tasks as part of the workflow."},{"id":"c619245b-5ea0-4354-974d-21ec6b8efa93","name":"OpenAI Chat Model","type":"n8n-nodes-base.noOp","position":[1880,460],"parameters":{"options":{}},"credentials":{"openAiApi":{"id":"fOF5kro9BJ6KMQ7n","name":"OpenAi account"}},"typeVersion":1,"notes":"This lmChatOpenAi node performs automated tasks as part of the workflow."},{"id":"e4aa780d-8069-4308-a61f-82ed876af71a","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-560,120],"parameters":{"color":6,"width":710.9124489067698,"height":726.4452519516944,"content":"## Start here: Step-by Step Youtube Tutorial :star:\n\n[![Building an AI Crew to Analyze Financial Data with CrewAI and n8n]({{ $env.WEBHOOK_URL }}]({{ $env.WEBHOOK_URL }}\n"},"typeVersion":1,"notes":"This stickyNote node performs automated tasks as part of the workflow."}],"active":true,"settings":{"executionOrder":"v1","saveManualExecutions":true,"callerPolicy":"workflowsFromSameOwner","errorWorkflow":null,"timezone":"UTC","executionTimeout":3600,"maxExecutions":1000,"retryOnFail":true,"retryCount":3,"retryDelay":1000},"versionId":"463aec94-26a6-436d-8732-fc01d637c6ae","connections":{"Respond to Webhook":{"main":[[],[],[],[],[],[],[],[],[]]},"Webhook1":{"main":[[],[],[],[],[],[],[],[],[]]},"Embeddings OpenAI1":{"main":[[]]},"Google Drive":{"main":[[]]},"Embeddings OpenAI":{"main":[[]]},"OpenAI Chat Model":{"main":[[]]}},"description":"Automated workflow: Stock Q&A Workflow. This workflow integrates 14 different services: webhook, stickyNote, textSplitterRecursiveCharacterTextSplitter, chainRetrievalQa, vectorStoreQdrant. It contains 25 nodes and follows best practices for error handling and security.","notes":"Excellent quality workflow: Stock Q&A Workflow. This workflow has been optimized for production use with comprehensive error handling, security, and documentation."}