Insert and retrieve documents

Complex

High

Nodes

Complex

Trigger

High

Complexity

7/22/2025

Added

Workflow Overview

Total Nodes

Node Types

embeddings Open Ai

Embeddings OpenAI2, Embeddings OpenAI

2 nodes

chat Trigger

When chat message received

1 node

sticky Note

Sticky Note1, Sticky Note, Sticky Note2, Sticky Note3, Sticky Note5

5 nodes

vector Store Milvus

Milvus Vector Store in retrieval, Milvus Vector Store

2 nodes

document Default Data Loader

Default Data Loader

1 node

lm Chat Open Ai

OpenAI Chat Model

1 node

manual Trigger

When clicking "Execute Workflow"

1 node

http Request

Fetch Essay List, Fetch essay texts

2 nodes

html

Extract essay names, Extract Text Only

2 nodes

split Out

Split out into items

1 node

limit

Limit to first 3

1 node

text Splitter Recursive Character Text Splitter

Recursive Character Text Splitter1

1 node

set

Generate response, Compose citations, Set max chunks to send to model

3 nodes

information Extractor

Answer the query based on chunks

1 node

code

Prepare chunks

1 node

Workflow JSON

16.03 KB

{
  "id": "Hjyv9FkH5Oh6Yxw4",
  "meta": {
    "instanceId": "2c4c1e23e7b067270c08aab616bada21d0c384d16f212b23cf1143c6baa09219"
  },
  "name": "Insert and retrieve documents",
  "tags": [
    {
      "id": "msnDWKHQmwMDxWQH",
      "name": "Milvus",
      "createdAt": "2025-04-16T12:48:14.539Z",
      "updatedAt": "2025-04-16T12:48:14.539Z"
    },
    {
      "id": "tnCpo8hq8uKrdASK",
      "name": "AI",
      "createdAt": "2025-04-16T12:47:57.976Z",
      "updatedAt": "2025-04-16T12:47:57.976Z"
    }
  ],
  "nodes": [
    {
      "id": "52044ccd-4e0d-4353-b612-cf8db1b55331",
      "name": "When clicking \"Execute Workflow\"",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -500,
        -100
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "b6993775-d21b-4ae8-a59c-43aef2b7002b",
      "name": "Fetch Essay List",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -220,
        -100
      ],
      "parameters"...

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