92 lines
6.3 KiB
JSON
92 lines
6.3 KiB
JSON
[
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{
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"name": "search",
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"description": "**Core Function**: Intelligent hybrid search with keywords, regular expressions, and mandatory weight-based scoring, solving keyword order limitation problems.\n\n**Applicable Scenarios**: Comprehensive content retrieval of pagination.txt files when extended keywords are obtained, with priority control based on keyword importance.\n\n**Advantages**:\n- Does not depend on keyword occurrence order, more flexible matching\n- **Mandatory weight-based scoring system** - all keywords must have assigned weights\n- Sorts by **weight score** instead of simple match count, for more relevant results\n- Supports mixed use of regular keywords and regular expressions\n- Intelligently recognizes multiple regex formats\n- Enhanced result display with match types, weights, and detailed information\n- First line shows total matches and displayed count: `Found X matches, showing top Y results:`\n- Result format: `[line_number]:[weight_score]:[match_info]:[original_line_content]`\n\n**Required Keyword Format**:\n`[{\"pattern\": \"keyword1\", \"weight\": 2.0}, {\"pattern\": \"keyword2\", \"weight\": 0.5}]`\n\n**Weight Requirements**:\n- All keywords must include a positive weight value\n- Weight must be a number greater than 0\n- Higher weights indicate greater importance\n\n**Weight Calculation**:\n- Each keyword/regex match contributes: `weight × match_count` to the line's total score\n- Multiple occurrences of the same keyword in one line are counted separately\n\n**Supported Regex Formats**:\n- `/pattern/` format: e.g., `/def\\s+\\w+/`\n- `r\"pattern\"` format: e.g., `r\"\\w+@\\w+\\.\\w+\"`\n- Strings containing regex special characters: e.g., `\\d{3}-\\d{4}`\n- Automatic detection and intelligent recognition of regex patterns\n\n**Match Type Display**:\n- `[keyword:xxx]` Shows regular keyword matches\n- `[regex:pattern=matched_text]` Shows regex matches and specific matched content\n\n**Use Cases**:\n- **Priority-based search**: Assign different weights to control result ranking\n- Composite condition searches: Scenarios requiring matching multiple keywords and regex simultaneously\n- Unordered matching: Data retrieval where keyword occurrence order is not fixed\n- Pattern matching: Complex data retrieval needing specific formats (email, phone, date)\n- Relevance sorting: Prioritize most relevant results by weight score\n- Hybrid retrieval: Advanced search combining keyword exact matching and regex pattern matching",
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"inputSchema": {
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"type": "object",
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"properties": {
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"patterns": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"pattern": {
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"type": "string"
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},
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"weight": {
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"type": "number",
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"minimum": 0.000001
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}
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},
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"required": ["pattern", "weight"]
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},
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"description": "Array of search patterns (keywords and regex) with weights. Each item must have 'pattern' and 'weight' fields. Pattern can be a regular keyword or regex format like /pattern/ or r\"pattern\". Weight must be a positive number."
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},
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"file_paths": {
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"type": "array",
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"items": {
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"type": "string"
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},
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"description": "List of file paths to search"
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},
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"limit": {
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"type": "integer",
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"description": "Maximum number of results to return, default 50",
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"default": 50
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},
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"case_sensitive": {
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"type": "boolean",
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"description": "Whether to distinguish case sensitivity, default false",
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"default": false
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}
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},
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"required": [
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"patterns",
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"file_paths"
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]
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}
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},
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{
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"name": "search_count",
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"description": "**Statistical Analysis Function**: Provides comprehensive matching statistics and evaluation for keyword and regex patterns with weight-based scoring.\n\n**Applicable Scenarios**: Analyzing search pattern effectiveness, evaluating content coverage, and assessing match distribution across files.\n\n**Statistical Metrics Provided**:\n- Overall search statistics (files searched, total lines, match rate)\n- File-level breakdown (matches per file, weight scores)\n- Pattern-level analysis (match frequency, effectiveness ranking)\n- Weight-based scoring distribution\n\n**Key Features**:\n- Calculates match rate percentage across all searched content\n- Ranks files and patterns by weight score contribution\n- Shows both match count and unique lines matched for each pattern\n- Provides total weight score aggregation\n- Detailed breakdown by file and by search pattern\n\n**Output Format**:\n```\n=== Matching Statistics Evaluation ===\nFiles searched: X\nTotal lines searched: Y\nTotal matched lines: Z\nTotal weight score: W.WW\nMatch rate: R.RR%\n\n=== Statistics by File ===\nFile: filename1\n Matched lines: N\n Weight score: S.SS\n\n=== Statistics by Pattern ===\nPattern: pattern1\n Match count: M\n Matched lines: L\n Weight score: P.PP\n```\n\n**Use Cases**:\n- Content analysis effectiveness evaluation\n- Search pattern optimization\n- File relevance assessment\n- Keyword performance measurement\n- Content coverage analysis",
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"inputSchema": {
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"type": "object",
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"properties": {
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"patterns": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"pattern": {
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"type": "string"
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},
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"weight": {
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"type": "number",
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"minimum": 0.000001
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}
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},
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"required": ["pattern", "weight"]
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},
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"description": "Array of search patterns (keywords and regex) with weights. Each item must have 'pattern' and 'weight' fields. Pattern can be a regular keyword or regex format like /pattern/ or r\"pattern\". Weight must be a positive number."
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},
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"file_paths": {
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"type": "array",
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"items": {
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"type": "string"
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},
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"description": "List of file paths to search"
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},
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"case_sensitive": {
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"type": "boolean",
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"description": "Whether to distinguish case sensitivity, default false",
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"default": false
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}
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},
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"required": [
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"patterns",
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"file_paths"
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]
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}
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}
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]
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