Synopsis
sc rag [-hV] [--etl=TARGET] [-o=OUTPUT_FILE] DOCUMENT
Description
Interact with the RAG (Retrieval-Augmented Generation) system.
Process documents and perform ETL operations for enhanced AI responses.
Supports local files and remote HTTPS resources with multiple formats
including PDF, Markdown, JSON, and HTML documents.
- ETL Operations
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file - Extract, process store documents in a txt file
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vectorStore - Store document embeddings in a vector database
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- Examples
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sc rag file:///home/user/document.pdf --output=summary.txt
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sc rag https://example.com/article.html --etl=vectorStore
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sc rag file:///docs/manual.md --output=summary.txt --etl=file
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- Supported Document Types
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PDF files (.pdf)
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Markdown files (.md, .markdown)
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HTML web pages (.html, .htm)
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JSON files (.json)
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Plain text files (.txt)
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- Supported Protocols
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file:// Local file system
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https:// Remote HTTPS resources (secure only)
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Options
- --etl=TARGET
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ETL operation target specifying how to process the document.
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file - Extract content and optionally save to output file
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vectorStore - Process and store embeddings in a vector database
Default: file
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- -h, --help
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Show this help message and exit.
- -o, --output=OUTPUT_FILE
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Output filename for the RAG response.
Must be used with '--etl=file' operation.
Saves processed content to specified file.
Example: --output=summary.txt
- -V, --version
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Print version information and exit.
Arguments
- DOCUMENT
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The document to process using one of the supported protocols:
- Local Files
- Remote Files (HTTPS only)
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https://github.com/user/repo/raw/main/README.md
Note: Only HTTPS URLs are supported for security reasons.