f339aae186
Introduce a lightweight local Retrieval-Augmented-Generation (RAG) toolchain for the Aetheria Obsidian vault. Added scripts/rag/rag.py (indexing, chunking, embedding, hybrid semantic+lexical query, stats, and install), a PowerShell wrapper scripts/rag/rag.ps1 that resolves Python and forwards commands, and scripts/rag/README.md with usage (install, build, query, stats). Add requirements-rag.txt for qdrant-client[fastembed] and pywin32, and include a compiled __pycache__ file. Update .gitignore to ignore the .rag/ artifact directory and update AGENTS.md with Vault Navigation guidance recommending the local RAG workflow. The tool stores local artifacts under .rag/ (pydeps, qdrant, model cache, chunks and manifest) and defaults to a CPU-friendly embedding model.
40 lines
993 B
PowerShell
40 lines
993 B
PowerShell
param(
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[Parameter(ValueFromRemainingArguments = $true)]
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[string[]]$Arguments
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)
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$bundledPython = "C:\Users\Meta\.cache\codex-runtimes\codex-primary-runtime\dependencies\python\python.exe"
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function Resolve-Python {
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if ($env:AETHERIA_RAG_PYTHON -and (Test-Path $env:AETHERIA_RAG_PYTHON)) {
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return $env:AETHERIA_RAG_PYTHON
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}
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if (Test-Path $bundledPython) {
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return $bundledPython
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}
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$python = Get-Command python -ErrorAction SilentlyContinue
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if ($python) {
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return $python.Source
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}
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$pyLauncher = Get-Command py -ErrorAction SilentlyContinue
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if ($pyLauncher) {
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return "$($pyLauncher.Source) -3"
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}
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throw "No Python interpreter found. Set AETHERIA_RAG_PYTHON to a valid python.exe path."
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}
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$pythonCommand = Resolve-Python
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$ragScript = Join-Path $PSScriptRoot "rag.py"
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if ($pythonCommand -like "* -3") {
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& py -3 $ragScript @Arguments
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}
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else {
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& $pythonCommand $ragScript @Arguments
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}
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exit $LASTEXITCODE
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