"""Progressive Search system for Session Buddy (Phase 3).
This package provides multi-tier search with early stopping to optimize search
performance by searching faster data sources first and stopping when sufficient results
are found.
Architecture:
CATEGORIES → INSIGHTS → REFLECTIONS → CONVERSATIONS
↓ ↓ ↓ ↓
Fastest Faster Slower Slowest
Usage:
>>> from session_buddy.search import ProgressiveSearchEngine
>>> engine = ProgressiveSearchEngine()
>>> result = await engine.search_progressive(
... query="async patterns",
... project="session-buddy",
... max_tiers=4
... )
>>> print(f"Searched {len(result.tiers_searched)} tiers, found {result.total_results} results")
"""
from __future__ import annotations
from session_buddy.search.progressive_search import (
ProgressiveSearchEngine,
ProgressiveSearchResult,
SearchTier,
SufficiencyConfig,
SufficiencyEvaluator,
TierSearchResult,
)
__all__ = [
"ProgressiveSearchEngine",
"SearchTier",
"SufficiencyConfig",
"SufficiencyEvaluator",
"TierSearchResult",
"ProgressiveSearchResult",
]
