docling_core_hybrid_search_config_and_query.py

1from docling_core.search.hybrid_searcher import HybridSearcher, HybridSearchConfig
2from docling_core.search.search_result import SearchResult
3
4# 1. Define the configuration for hybrid search
5config = HybridSearchConfig(
6    top_k=5,
7    alpha=0.5,  # Weight between dense and sparse search
8)
9
10# 2. Initialize the searcher
11# Note: In a real scenario, you would provide paths to your indices
12searcher = HybridSearcher(config=config)
13
14# 3. Perform a search query
15query = "What are the key features of Docling?"
16results: list[SearchResult] = searcher.search(query)
17
18# 4. Display results
19for result in results:
20    print(f"Score: {result.score:.4f} | Content: {result.text[:100]}...")