Open Census MCP Server

#!/usr/bin/env python3 """Find FAISS files specifically - ignore the cache files""" import time from pathlib import Path import faiss def find_faiss_files_only(): """Find only .faiss files and check their timestamps""" print("🔍 Searching for .faiss files ONLY") print("=" * 40) project_root = Path("/Users/brock/Documents/GitHub/census-mcp-server") current_time = time.time() faiss_files = list(project_root.rglob("*.faiss")) if not faiss_files: print("❌ No .faiss files found") return print(f"Found {len(faiss_files)} FAISS files:\n") for faiss_file in sorted(faiss_files): try: stat = faiss_file.stat() age_hours = (current_time - stat.st_mtime) / 3600 size_mb = stat.st_size / (1024 * 1024) # Load FAISS to check dimensions index = faiss.read_index(str(faiss_file)) dimensions = index.d count = index.ntotal embed_type = "OpenAI ✅" if dimensions == 3072 else "SentenceTransformers ❌" # Age formatting if age_hours < 1: age_str = f"{age_hours * 60:.0f} minutes ago 🔥" elif age_hours < 24: age_str = f"{age_hours:.1f} hours ago" else: age_str = f"{age_hours / 24:.1f} days ago" print(f"📁 {faiss_file}") print(f" Dimensions: {dimensions} ({embed_type})") print(f" Vectors: {count:,}") print(f" Size: {size_mb:.1f} MB") print(f" Age: {age_str}") print() except Exception as e: print(f"❌ Error reading {faiss_file}: {e}") def check_build_directories(): """Check common build output directories""" print("📁 Checking Build Output Directories") print("=" * 40) project_root = Path("/Users/brock/Documents/GitHub/census-mcp-server") # Common build directories dirs_to_check = [ "knowledge-base/variables-faiss", "knowledge-base/variables-db", "knowledge-base/variables", "variables-faiss", "variables-db", "variables" ] for dir_name in dirs_to_check: dir_path = project_root / dir_name if dir_path.exists(): print(f"✅ {dir_name} exists") # Check for FAISS files in this directory faiss_files = list(dir_path.glob("*.faiss")) json_files = list(dir_path.glob("*.json")) if faiss_files: for f in faiss_files: stat = f.stat() age_mins = (time.time() - stat.st_mtime) / 60 print(f" 📄 {f.name} (modified {age_mins:.0f}m ago)") if json_files: for f in json_files: if f.name in ['build_info.json', 'variables_metadata.json']: stat = f.stat() age_mins = (time.time() - stat.st_mtime) / 60 print(f" 📋 {f.name} (modified {age_mins:.0f}m ago)") else: print(f"❌ {dir_name} does not exist") if __name__ == "__main__": find_faiss_files_only() print() check_build_directories()