Local File RAG Chatbot with Mistral AI

f0f0fac2-6c4c-458a-98a4-e4f71be138b8
Latency
2305ms
Cost
$0.0002
Tokens
Status
success
gpt-4o-mini
Workflow Graph

Local File Trigger
localfiletrigger
251ms
When clicking "Test workflow"
0ms
Set Variables
0ms
Read File
noOp
0ms
Embeddings Mistral Cloud
embeddingsmistralcloud
251ms
Default Data Loader
noOp
0ms
Recursive Character Text Splitter
noOp
0ms
Prepare Embedding Document
0ms
Chat Trigger
0ms
Question and Answer Chain
openai
610ms
Mistral Cloud Chat Model
mistral-small-2402
646ms
Vector Store Retriever
retrievervectorstore
252ms
Embeddings Mistral Cloud1
embeddingsmistralcloud
251ms
Remap for File_Added Flow
0ms
Search For Existing Point
4ms
Has Existing Point?
0ms
Delete Existing Point
3ms
Search For Existing Point1
4ms
Has Existing Point?1
0ms
Delete Existing Point1
3ms
Handle File Event
0ms
Qdrant Vector Store
noOp
0ms
Qdrant Vector Store1
noOp
0ms
Trace

[
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    "data": {
      "nodeType": "integration"
    },
    "event": "node_start",
    "nodeId": "c5525f47-4d91-4b98-87bb-566b90da64a1",
    "timestamp": 1783211463631
  },
  {
    "data": {
      "mode": "read",
      "status": "ok",
      "service": "localfiletrigger",
      "latencyMs": 250,
      "operation": "run",
      "simulated": true
    },
    "event": "integration_mocked",
    "nodeId": "integration",
    "timestamp": 1783211463882
  },
  {
    "data": {
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    },
    "event": "node_end",
    "nodeId": "c5525f47-4d91-4b98-87bb-566b90da64a1",
    "timestamp": 1783211463882
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  {
    "data": {
      "nodeType": "manualTrigger"
    },
    "event": "node_start",
    "nodeId": "804334d6-e34d-40d1-9555-b331ffe66f6f",
    "timestamp": 1783211463883
  },
  {
    "data": {
      "initialData": {
        "q": "What are the main advantages of renewable energy?",
        "data": "This is the content of the sample document. It discusses the benefits of using renewable energy sources like solar and wind power.  It also touches upon the challenges of grid integration and energy storage solutions.  The document highlights the economic advantages and environmental impact reduction associated with adopting these technologies.",
        "path": "/path/to/your/local/documents/",
        "event": "file_added",
        "result": {
          "points": [
            {
              "id": "doc1_chunk1",
              "payload": {
                "content": "Renewable energy sources like solar and wind power offer significant environmental benefits.",
                "metadata": {
                  "source": "sample_document.txt",
                  "chunk_id": "doc1_chunk1"
                }
              }
            },
            {
              "id": "doc1_chunk2",
              "payload": {
                "content": "Challenges in grid integration and energy storage are key considerations for widespread adoption.",
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                  "chunk_id": "doc1_chunk2"
                }
              }
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                  "chunk_id": "doc1_chunk1"
                }
              }
            },
            "doc1_chunk2": {
              "id": "doc1_chunk2",
              "payload": {
                "content": "Challenges in grid integration and energy storage are key considerations for widespread adoption.",
                "metadata": {
                  "source": "sample_document.txt",
                  "chunk_id": "doc1_chunk2"
                }
              }
            }
          }
        },
        "fileName": "sample_document.txt",
        "directory": "/path/to/your/local/documents/",
        "file_added": true,
        "file_changed": false,
        "file_deleted": false,
        "file_location": "/path/to/your/local/documents/sample_document.txt",
        "qdrant_collection": "rag_documents"
      }
    },
    "event": "triggered",
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