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Jon Olick
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file caching
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README.md

Lines changed: 72 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -112,4 +112,75 @@ For detailed CLI documentation, see [CLI Documentation](aisearch_readme.md).
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## License
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MIT
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MIT
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## Caching Features
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The tool includes two levels of caching for improved performance:
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### File List Cache
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- Caches the list of files in a directory to avoid repeated filesystem traversal
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- Automatically cleared when directory or file extensions change
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- Use `--clear-cache` to manually clear
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### File Content Cache
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- Caches file contents in memory based on file path and modification time
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- Automatically invalidates when files are modified
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- Configurable cache size (default: 1000 files)
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- Uses FIFO eviction when cache is full
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### Cache Management Options
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```bash
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# Set maximum number of files to cache (default: 1000)
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python aisearch.py /path/to/code --cache-size 500 --prompt "find authentication code"
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# Clear all caches before searching
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python aisearch.py /path/to/code --clear-cache --prompt "find database connections"
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# Show cache statistics after search
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python aisearch.py /path/to/code --cache-stats --prompt "find error handling"
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```
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## Usage Examples
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```bash
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# Basic search with caching
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python aisearch.py /path/to/project --prompt "find SQL injection vulnerabilities"
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# Search specific file types with custom cache size
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python aisearch.py /path/to/project --prompt "authentication logic" -e .py .js --cache-size 2000
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# Clear cache and show statistics
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python aisearch.py /path/to/project --prompt "error handling" --clear-cache --cache-stats
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# Disable chat mode and show cache performance
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python aisearch.py /path/to/project --prompt "API endpoints" --no-chat --cache-stats
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```
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## Performance Benefits
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File content caching provides significant performance improvements for:
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- **Repeated searches** in the same codebase
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- **Iterative refinement** of search patterns
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- **Large codebases** where file I/O is a bottleneck
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- **Network-mounted** or slow storage systems
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Cache hit rates of 50-90% are common when performing multiple searches on the same codebase.
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## Environment Variables
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Set one of these based on your AI provider:
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```bash
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# For Anthropic Claude
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export ANTHROPIC_API_KEY="your-api-key"
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# For OpenAI
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export OPENAI_API_KEY="your-api-key"
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# For Azure OpenAI
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export AZURE_OPENAI_API_KEY="your-api-key"
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export AZURE_OPENAI_ENDPOINT="your-endpoint"
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export AZURE_OPENAI_DEPLOYMENT_NAME="your-deployment"
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```

aisearch.py

Lines changed: 128 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,7 @@
11
import os
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import re
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import sys
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import ast
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import argparse
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import concurrent.futures
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import time
@@ -21,6 +22,10 @@
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# Cache for file lists when directory and extensions don't change
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_file_cache = {}
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# Cache for file contents to avoid re-reading files
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_content_cache = {}
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_content_cache_stats = {"hits": 0, "misses": 0, "max_size": 1000}
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# Maps file extensions to programming languages
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LANGUAGE_MAP = {
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'.py': 'Python',
@@ -695,8 +700,10 @@ def search_file(path: str, file_ext: str, search_terms: List[str],
695700
file_matches = []
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697702
try:
698-
with open(path, 'r', encoding='utf-8', errors='ignore') as f:
699-
lines = f.readlines()
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# Use cached content if available
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lines = _read_file_with_cache(path)
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if lines is None:
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return file_matches # Return empty list if file can't be read
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if multiline and use_regex:
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# Process the entire file as a single string for multiline mode
@@ -1328,6 +1335,103 @@ def clear_file_cache() -> None:
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_file_cache.clear()
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def clear_content_cache() -> None:
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"""Clear the file content cache."""
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global _content_cache, _content_cache_stats
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_content_cache.clear()
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_content_cache_stats["hits"] = 0
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_content_cache_stats["misses"] = 0
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def get_content_cache_stats() -> Dict[str, Any]:
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"""Get content cache statistics."""
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return {
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"cache_size": len(_content_cache),
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"hits": _content_cache_stats["hits"],
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"misses": _content_cache_stats["misses"],
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"hit_rate": _content_cache_stats["hits"] / max(1, _content_cache_stats["hits"] + _content_cache_stats["misses"]),
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"max_size": _content_cache_stats["max_size"]
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}
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def set_content_cache_max_size(max_size: int) -> None:
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"""Set the maximum number of files to cache in memory."""
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global _content_cache_stats
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_content_cache_stats["max_size"] = max_size
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_evict_content_cache_if_needed()
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def _evict_content_cache_if_needed() -> None:
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"""Evict oldest entries from content cache if it exceeds max size."""
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global _content_cache
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max_size = _content_cache_stats["max_size"]
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if len(_content_cache) > max_size:
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# Remove oldest entries (simple FIFO eviction)
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items_to_remove = len(_content_cache) - max_size
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keys_to_remove = list(_content_cache.keys())[:items_to_remove]
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for key in keys_to_remove:
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del _content_cache[key]
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def _get_file_cache_key(path: str) -> Tuple[str, float]:
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"""
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Generate a cache key for a file based on path and modification time.
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Args:
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path: File path
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Returns:
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Tuple of (absolute_path, modification_time)
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"""
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try:
1388+
abs_path = os.path.abspath(path)
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mtime = os.path.getmtime(path)
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return (abs_path, mtime)
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except (OSError, FileNotFoundError):
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# If we can't get mtime, use current time to force cache miss
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return (os.path.abspath(path), time.time())
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def _read_file_with_cache(path: str) -> Optional[List[str]]:
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"""
1398+
Read file contents with caching support.
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Args:
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path: Path to file to read
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Returns:
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List of lines from the file, or None if file cannot be read
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"""
1406+
global _content_cache, _content_cache_stats
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cache_key = _get_file_cache_key(path)
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# Check if we have cached content for this file
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if cache_key in _content_cache:
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_content_cache_stats["hits"] += 1
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return _content_cache[cache_key]
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# Cache miss - read the file
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_content_cache_stats["misses"] += 1
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try:
1419+
with open(path, 'r', encoding='utf-8', errors='ignore') as f:
1420+
lines = f.readlines()
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1422+
# Cache the content if we're under the size limit
1423+
if len(_content_cache) < _content_cache_stats["max_size"]:
1424+
_content_cache[cache_key] = lines
1425+
else:
1426+
# Evict old entries and add new one
1427+
_evict_content_cache_if_needed()
1428+
_content_cache[cache_key] = lines
1429+
1430+
return lines
1431+
except Exception:
1432+
return None
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1434+
13311435
def get_refined_search_terms(prompt: str, matches: List[Dict[str, Any]],
13321436
max_terms: int = 10, extensions: Optional[List[str]] = None,
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context_lines: int = 3, provider: str = "anthropic",
@@ -1465,9 +1569,21 @@ def get_refined_search_terms(prompt: str, matches: List[Dict[str, Any]],
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parser.add_argument("--workers", type=int, help="Number of parallel workers")
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parser.add_argument("--provider", choices=["anthropic", "openai", "azure"], default="anthropic", help="AI provider to use")
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parser.add_argument("--single-line", action="store_true", help="Disable multi-line regex mode (uses single-line mode)")
1572+
parser.add_argument("--cache-size", type=int, default=1000, help="Maximum number of files to cache in memory (default: 1000)")
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parser.add_argument("--clear-cache", action="store_true", help="Clear both file list and content caches before searching")
1574+
parser.add_argument("--cache-stats", action="store_true", help="Show cache statistics after search")
14681575
args = parser.parse_args()
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14701577
try:
1578+
# Handle cache management
1579+
if args.clear_cache:
1580+
clear_file_cache()
1581+
clear_content_cache()
1582+
print("Cleared file list and content caches")
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1584+
# Set content cache size
1585+
set_content_cache_max_size(args.cache_size)
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# Get search terms and anti-patterns
14721588
search_terms, ai_anti_patterns = get_search_terms_from_prompt(
14731589
args.prompt,
@@ -1531,6 +1647,16 @@ def get_refined_search_terms(prompt: str, matches: List[Dict[str, Any]],
15311647
# Chat about results if enabled
15321648
if not args.no_chat and matches:
15331649
chat_about_matches(matches, args.prompt, args.provider)
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# Show cache statistics if requested
1652+
if args.cache_stats:
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stats = get_content_cache_stats()
1654+
print(f"\nContent Cache Statistics:")
1655+
print(f" Cache size: {stats['cache_size']} files")
1656+
print(f" Cache hits: {stats['hits']}")
1657+
print(f" Cache misses: {stats['misses']}")
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print(f" Hit rate: {stats['hit_rate']:.2%}")
1659+
print(f" Max cache size: {stats['max_size']}")
15341660

15351661
except Exception as e:
15361662
print(f"Error: {type(e).__name__}: {e}")

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