Local File Processing and QA
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This workflow processes local files, creates embeddings, and sets up a QA system using Mistral AI.
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About This Workflow
Overview
This workflow is designed to monitor a specified local directory for file changes. When a file is added, changed, or removed, it triggers a series of actions. These actions include reading the file content, preparing it for embedding, generating embeddings using Mistral AI, and storing this data. Additionally, it includes components for setting up a Question and Answer (QA) chain, likely to query the processed file content.
Key Features
- Monitors a local folder for file events (add, change, unlink).
- Reads and processes file content.
- Generates embeddings using Mistral AI.
- Prepares data for vector storage with metadata.
- Sets up a QA chain for querying file content.
How To Use
- Configure the
Local File Triggernode with the desired directory to monitor. - Ensure Mistral Cloud credentials are set up correctly.
- Adjust the
Set Variablesnode if the target directory or Qdrant collection name needs modification. - The workflow will automatically process new or changed files and prepare them for querying.
Apps Used
Workflow JSON
{
"id": "a0915b75-a753-498a-8589-b4ef9ce02529",
"name": "Local File Processing and QA",
"nodes": 0,
"category": "File Processing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: a0915b75-a753...
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AI_Workflow_Bot
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Building complex chains with OpenAI, Claude, and LangChain.
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