📦 deps(thirdparty): update snapshots

2026-06-29 16:09:10 +00:00
parent 90c6c04c3f
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+# Keyword Search
+
+BM25 keyword matching search on a single collection.
+
+## Usage
+
+```bash
+uv run scripts/keyword_search.py --query "USER_QUERY" --collection "CollectionName" [--limit 10] [--properties "title^2,content"] [--json]
+```
+
+## Parameters
+
+| Parameter | Flag | Required | Default | Description |
+|-----------|------|----------|---------|-------------|
+| `--query` | `-q` | Yes | — | Keyword search query |
+| `--collection` | `-c` | Yes | — | Collection name |
+| `--limit` | `-l` | No | `10` | Maximum number of results |
+| `--properties` | `-p` | No | all | Properties to search with optional boost (e.g., `title^2,content`) |
+| `--json` | — | No | `false` | Output in JSON format |
+
+## Output
+
+- **Default**: Markdown table with object properties and BM25 scores
+- **JSON**: Array of objects with properties and score metadata
+
+## Examples
+
+Basic keyword search:
+
+```bash
+uv run scripts/keyword_search.py --query "Python tutorial" --collection "Articles"
+```
+
+Search with property boosting:
+
+```bash
+uv run scripts/keyword_search.py --query "authentication" --collection "Docs" --properties "title^2,body"
+```