uv sync

ollama pull qwen3-embedding:0.6b

echo '{"source_uri": "note://idea/1", "title": "Project idea", "source_type": "note", "tags": ["idea"], "chunks": [{"text": "Build a semantic search tool for personal knowledge."}]}' | uridx ingest

cat document.md | uridx ingest --text "file://docs/document.md"

uridx extract markdown ./notes/ --tag memory --tag 2026-03 | uridx ingest
echo "test" | uridx ingest --text "test://uri" --tag custom --tag notes

uv pip install 'uridx[docling]'

# Single file
uridx extract docling myfile.pdf | uridx ingest

# Directory (processes all supported files)
uridx extract docling ./documents/ | uridx ingest

uridx search "semantic search"
uridx search "project ideas" --tag idea
uridx search "python tips" --type note --limit 5
uridx search "exact phrase" --json

# Filter by minimum score to drop low-quality results
uridx search "test" --min-score 0.4

# Filter by source URI prefix
uridx search "test" --source-prefix "memory://"

# Only results created after a date
uridx search "test" --after 2026-03-01

# Adjust hybrid weights (higher = more keyword, lower = more semantic)
uridx search "test" --bm25-weight 0.7

# BM25-only (no semantic/vector search)
uridx search "test" --no-semantic

# Combine filters
uridx search "test" --min-score 0.4 --source-prefix "notes/" --after 2026-03-01

# Delete a single item by URI
uridx delete --uri "file:///path/to/removed.md"

# Preview what a prefix delete would remove
uridx delete --source-prefix "file:///home/user/scratch/" --dry-run

# Bulk delete all items matching a prefix
uridx delete --source-prefix "file:///home/user/scratch/"

uridx stats

OLLAMA_BASE_URL=http://my-server:11434 uridx search "test"