main_workflow. Uses agent, n8n-nodes-upstage, documentDefaultDataLoader, textSplitterCharacterTextSplitter. Webhook trigger; 63 nodes.
The benefits being (1) the vision model doesn't need to keep all document scans in context (expensive) and (2) ability to query on graphical content such as charts, graphs and tables. Page extracts fr
This pipeline is the first part of "Hybrid Search with Qdrant & n8n, Legal AI"*. The second part, "Hybrid Search with Qdrant & n8n, Legal AI: Retrieval", covers retrieval and simple evaluation.*
Featherless.ai is an inference provider with a different pricing model - they charge a flat subscription fee (starting from $10) and allows for unlimited token usage instead. If you're typically spend
Self-Hosted
This is the second part of "Hybrid Search with Qdrant & n8n, Legal AI."* The first part, "Indexing", covers preparing and uploading the dataset to Qdrant.*
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FAQ
How many n8n N8N Nodes Qdrant workflows are in the catalog?
7 n8n workflows in AutomationFlows currently use the N8N Nodes Qdrant integration — triggers, actions, or both.
How do I connect N8N Nodes Qdrant in n8n?
After importing the workflow JSON, n8n will prompt for N8N Nodes Qdrant credentials on the relevant nodes. AutomationFlows strips credential IDs before publishing — you'll add your own.
Can I combine these with other integrations?
Yes — most N8N Nodes Qdrant workflows pair with adjacent tools (Slack alerts, Google Sheets logging, OpenAI summarisation). Browse the integration tags on each workflow page to discover pairings.