From 48c20c71dde88d4f0df665b7fcb3861a6a1d11b9 Mon Sep 17 00:00:00 2001 From: Enhua Zhang <1759604465@qq.com> Date: Sun, 9 Aug 2026 14:38:55 +0800 Subject: [PATCH 1/5] fix: prioritize exact numeric knowledge retrieval --- backend/consts/model.py | 8 +- backend/services/vectordatabase_service.py | 13 ++- frontend/services/knowledgeBaseService.ts | 2 +- .../vector_database/elasticsearch_core.py | 66 ++++++++++++++- .../services/test_vectordatabase_service.py | 37 ++++++++ .../test_elasticsearch_core.py | 84 +++++++++++++++++++ 6 files changed, 201 insertions(+), 9 deletions(-) diff --git a/backend/consts/model.py b/backend/consts/model.py index 650537bd4d..84882f36dd 100644 --- a/backend/consts/model.py +++ b/backend/consts/model.py @@ -448,8 +448,12 @@ class HybridSearchRequest(BaseModel): description="List of index names to search") top_k: int = Field(10, ge=1, le=100, description="Number of results to return") - weight_accurate: float = Field(0.5, ge=0.0, le=1.0, - description="Weight applied to accurate search scores") + weight_accurate: Optional[float] = Field( + None, + ge=0.0, + le=1.0, + description="Optional override for the accurate-search score weight", + ) # Request models diff --git a/backend/services/vectordatabase_service.py b/backend/services/vectordatabase_service.py index 3d1f07a9a5..d997a860a7 100644 --- a/backend/services/vectordatabase_service.py +++ b/backend/services/vectordatabase_service.py @@ -15,6 +15,7 @@ import json import logging import os +import re import time import uuid from datetime import datetime, timezone @@ -71,6 +72,9 @@ from utils.str_utils import convert_string_to_list +_HYBRID_NUMERIC_QUERY_PATTERN = re.compile(r"\d+(?:[.,]\d+)*") + + def _update_progress(task_id: str, processed: int, total: int): """Helper function to update progress in Redis""" try: @@ -2264,7 +2268,7 @@ def search_hybrid( query: str, tenant_id: str, top_k: int = 10, - weight_accurate: float = 0.5, + weight_accurate: Optional[float] = None, vdb_core: VectorDatabaseCore = Depends(get_vector_db_core), ): """ @@ -2279,8 +2283,13 @@ def search_hybrid( raise ValueError("At least one index name is required") if top_k <= 0: raise ValueError("top_k must be greater than 0") - if weight_accurate < 0 or weight_accurate > 1: + if weight_accurate is not None and (weight_accurate < 0 or weight_accurate > 1): raise ValueError("weight_accurate must be between 0 and 1") + if weight_accurate is None: + # Preserve the REST endpoint's former 0.5 default for normal + # text, while giving a numeric query the same 0.7 preference + # for exact retrieval as the SDK's automatic path. + weight_accurate = 0.7 if _HYBRID_NUMERIC_QUERY_PATTERN.search(query) else 0.5 # Get embedding model from the first index's knowledge base record if not index_names: diff --git a/frontend/services/knowledgeBaseService.ts b/frontend/services/knowledgeBaseService.ts index 4878746e50..909c926fb7 100644 --- a/frontend/services/knowledgeBaseService.ts +++ b/frontend/services/knowledgeBaseService.ts @@ -1706,7 +1706,7 @@ class KnowledgeBaseService { query, index_names: [indexName], top_k: options?.topK ?? 10, - weight_accurate: options?.weightAccurate ?? 0.5, + weight_accurate: options?.weightAccurate, }), }); diff --git a/sdk/nexent/vector_database/elasticsearch_core.py b/sdk/nexent/vector_database/elasticsearch_core.py index e1def70ddc..82dcfd5d01 100644 --- a/sdk/nexent/vector_database/elasticsearch_core.py +++ b/sdk/nexent/vector_database/elasticsearch_core.py @@ -1,6 +1,7 @@ import json import logging import os +import re import threading import time from contextlib import contextmanager @@ -31,6 +32,37 @@ class BulkOperation: SCROLL_TTL = "2m" DEFAULT_SCROLL_SIZE = 1000 +DEFAULT_HYBRID_ACCURATE_WEIGHT = 0.3 +NUMERIC_HYBRID_ACCURATE_WEIGHT = 0.7 +NUMERIC_EXACT_MATCH_BOOST = 100.0 +_NUMERIC_TOKEN_PATTERN = re.compile(r"\d+(?:[.,]\d+)*") + + +def _build_numeric_exact_query(query_text: str) -> Optional[Dict[str, Any]]: + """Return an exact-match scoring clause for numeric tokens in a query. + + Numeric identifiers and values carry more precision than the surrounding + natural-language query. The regular lexical query remains in place; this + clause only gives exact numeric matches a clear score advantage when the + user actually supplied a number. + """ + numeric_tokens = list(dict.fromkeys(_NUMERIC_TOKEN_PATTERN.findall(query_text or ""))) + if not numeric_tokens: + return None + + clauses = [ + { + "match_phrase": { + field: { + "query": token, + "boost": NUMERIC_EXACT_MATCH_BOOST, + } + } + } + for token in numeric_tokens + for field in ("title", "content") + ] + return {"bool": {"should": clauses, "minimum_should_match": 1}} class ElasticSearchCore(VectorDatabaseCore): @@ -1029,6 +1061,15 @@ def accurate_search( "_source": {"excludes": ["embedding"]}, } + numeric_exact_query = _build_numeric_exact_query(query_text) + if numeric_exact_query is not None: + search_query["query"] = { + "bool": { + "should": [search_query["query"], numeric_exact_query], + "minimum_should_match": 1, + } + } + # Inject an additional AND-filter (memory index isolation, etc.). # When ``filter`` is None we keep the original behaviour bit-for-bit. if filter is not None: @@ -1090,6 +1131,7 @@ def semantic_search( # Prepare the search query knn_filter = filter if isinstance(filter, dict) else None + numeric_exact_query = _build_numeric_exact_query(query_text) if embedding_model.model_type == "multimodal": search_text_query = { "knn": { @@ -1102,6 +1144,8 @@ def semantic_search( "size": top_k, "_source": {"excludes": ["embedding"]}, } + if numeric_exact_query is not None: + search_text_query["query"] = numeric_exact_query search_image_query = { "knn": { "field": "multi_embedding", @@ -1113,6 +1157,8 @@ def semantic_search( "size": top_k, "_source": {"excludes": ["multi_embedding"]}, } + if numeric_exact_query is not None: + search_image_query["query"] = numeric_exact_query raw_results = self.exec_query(index_pattern, search_text_query) + self.exec_query(index_pattern, search_image_query) else: search_query = { @@ -1126,6 +1172,8 @@ def semantic_search( "size": top_k, "_source": {"excludes": ["embedding"]}, } + if numeric_exact_query is not None: + search_query["query"] = numeric_exact_query raw_results = self.exec_query(index_pattern, search_query) return raw_results @@ -1136,7 +1184,7 @@ def hybrid_search( query_text: str, embedding_model: BaseEmbedding, top_k: int = 5, - weight_accurate: float = 0.3, + weight_accurate: Optional[float] = None, filter: Optional[Any] = None, ) -> List[Dict[str, Any]]: """ @@ -1147,7 +1195,9 @@ def hybrid_search( query_text: The text query to search for embedding_model: The embedding model to use top_k: Number of results to return - weight_accurate: The weight of the accurate matching score (0-1), the semantic search weight is 1-weight_accurate + weight_accurate: The weight of the accurate matching score (0-1). When omitted, + numeric queries use a higher accurate-search weight and other queries keep + the legacy default. The semantic search weight is 1-weight_accurate. filter: Optional Elasticsearch filter clause applied to both the accurate and semantic sub-queries. When ``None`` (the default), no extra filter is applied and legacy behaviour is preserved. @@ -1155,6 +1205,14 @@ def hybrid_search( Returns: List of search results sorted by combined score """ + effective_weight_accurate = weight_accurate + if effective_weight_accurate is None: + effective_weight_accurate = ( + NUMERIC_HYBRID_ACCURATE_WEIGHT + if _build_numeric_exact_query(query_text) is not None + else DEFAULT_HYBRID_ACCURATE_WEIGHT + ) + # Get results from both searches accurate_results = self.accurate_search( index_names, query_text, top_k=top_k, filter=filter) @@ -1227,8 +1285,8 @@ def hybrid_search( normalized_semantic = semantic_score / max_semantic if max_semantic > 0 else 0 # Calculate weighted combined score - combined_score = weight_accurate * normalized_accurate + \ - (1 - weight_accurate) * normalized_semantic + combined_score = effective_weight_accurate * normalized_accurate + \ + (1 - effective_weight_accurate) * normalized_semantic results.append( { diff --git a/test/backend/services/test_vectordatabase_service.py b/test/backend/services/test_vectordatabase_service.py index dc30270b8d..e263329cb0 100644 --- a/test/backend/services/test_vectordatabase_service.py +++ b/test/backend/services/test_vectordatabase_service.py @@ -2645,6 +2645,43 @@ def test_search_hybrid_success(self, mock_get_embedding_by_index): ) mock_get_embedding_by_index.assert_called_once_with(consts_const_mod.DEFAULT_TENANT_ID, "test_index") + @patch('backend.services.vectordatabase_service.get_embedding_model_by_index_name') + def test_search_hybrid_adapts_only_unspecified_rest_weight(self, mock_get_embedding_by_index): + """REST defaults retain 0.5 for text and favor exact retrieval for numbers.""" + self.mock_vdb_core.hybrid_search.return_value = [] + mock_get_embedding_by_index.return_value = ( + self.mock_embedding, 1, {"status": "ok", "message": "OK"} + ) + + ElasticSearchService.search_hybrid( + index_names=["test_index"], + query="项目状态", + tenant_id=consts_const_mod.DEFAULT_TENANT_ID, + vdb_core=self.mock_vdb_core, + ) + self.mock_vdb_core.hybrid_search.assert_called_once_with( + index_names=["test_index"], + query_text="项目状态", + embedding_model=self.mock_embedding, + top_k=10, + weight_accurate=0.5, + ) + + self.mock_vdb_core.hybrid_search.reset_mock() + ElasticSearchService.search_hybrid( + index_names=["test_index"], + query="编号 95173042", + tenant_id=consts_const_mod.DEFAULT_TENANT_ID, + vdb_core=self.mock_vdb_core, + ) + self.mock_vdb_core.hybrid_search.assert_called_once_with( + index_names=["test_index"], + query_text="编号 95173042", + embedding_model=self.mock_embedding, + top_k=10, + weight_accurate=0.7, + ) + def test_search_hybrid_missing_tenant_id(self): """Test search_hybrid raises ValueError when tenant_id is missing.""" with self.assertRaises(ValueError) as context: diff --git a/test/sdk/vector_database/test_elasticsearch_core.py b/test/sdk/vector_database/test_elasticsearch_core.py index d8df2806ff..d8d969a956 100644 --- a/test/sdk/vector_database/test_elasticsearch_core.py +++ b/test/sdk/vector_database/test_elasticsearch_core.py @@ -1485,6 +1485,35 @@ def test_accurate_search_builds_multi_index_query(elasticsearch_core_instance): assert index_pattern == "index_a,index_b" assert search_query["size"] == 7 assert search_query["_source"]["excludes"] == ["embedding"] + assert search_query["query"] == {"match_all": {}} + + +def test_accurate_search_boosts_exact_numeric_matches(elasticsearch_core_instance): + """Numeric identifiers should be independently eligible for exact matching.""" + with patch.object(elasticsearch_core_instance, "exec_query") as mock_exec, \ + patch.object(elasticsearch_core_module, "calculate_term_weights") as mock_weights, \ + patch.object(elasticsearch_core_module, "build_weighted_query") as mock_build: + mock_weights.return_value = {"编号": 1.0} + legacy_query = {"function_score": {"query": {"match": {"content": "编号 95173042"}}}} + mock_build.return_value = {"query": legacy_query} + mock_exec.return_value = [] + + elasticsearch_core_instance.accurate_search( + ["test_index"], "请查找编号 95173042", top_k=3 + ) + + _, search_query = mock_exec.call_args[0] + numeric_query = search_query["query"]["bool"]["should"][1] + assert search_query["query"]["bool"]["should"][0] == legacy_query + assert numeric_query == { + "bool": { + "should": [ + {"match_phrase": {"title": {"query": "95173042", "boost": 100.0}}}, + {"match_phrase": {"content": {"query": "95173042", "boost": 100.0}}}, + ], + "minimum_should_match": 1, + } + } def test_semantic_search_success(elasticsearch_core_instance): @@ -1563,6 +1592,32 @@ def test_semantic_search_sets_knn_parameters(elasticsearch_core_instance): assert search_query["knn"]["num_candidates"] == 8 assert search_query["size"] == 4 assert search_query["_source"]["excludes"] == ["embedding"] + assert "query" not in search_query + + +def test_semantic_search_boosts_exact_numeric_matches(elasticsearch_core_instance): + """Numeric queries add an exact lexical clause to the same kNN request.""" + mock_embedding_model = MagicMock() + mock_embedding_model.model_type = "text" + mock_embedding_model.get_embeddings.return_value = [[0.2] * 8] + + with patch.object(elasticsearch_core_instance, "exec_query") as mock_exec: + mock_exec.return_value = [] + + elasticsearch_core_instance.semantic_search( + ["index_x"], "请查找编号 95173042", mock_embedding_model, top_k=4 + ) + + _, search_query = mock_exec.call_args[0] + assert search_query["query"] == { + "bool": { + "should": [ + {"match_phrase": {"title": {"query": "95173042", "boost": 100.0}}}, + {"match_phrase": {"content": {"query": "95173042", "boost": 100.0}}}, + ], + "minimum_should_match": 1, + } + } def test_hybrid_search_success(elasticsearch_core_instance): @@ -1608,6 +1663,35 @@ def test_hybrid_search_success(elasticsearch_core_instance): mock_semantic.assert_called_once() +def test_hybrid_search_adapts_default_weight_for_numeric_queries(elasticsearch_core_instance): + """The default hybrid weight should favor an exact numeric identifier.""" + mock_embedding_model = MagicMock() + mock_embedding_model.model_type = "text" + accurate_results = [ + {"score": 1.0, "document": {"id": "target"}, "index": "test_index"}, + {"score": 0.2, "document": {"id": "distractor"}, "index": "test_index"}, + ] + semantic_results = [ + {"score": 1.0, "document": {"id": "distractor"}, "index": "test_index"}, + ] + + with patch.object(elasticsearch_core_instance, "accurate_search", return_value=accurate_results), \ + patch.object(elasticsearch_core_instance, "semantic_search", return_value=semantic_results): + numeric_results = elasticsearch_core_instance.hybrid_search( + ["test_index"], "编号 95173042", mock_embedding_model, top_k=2 + ) + text_results = elasticsearch_core_instance.hybrid_search( + ["test_index"], "项目状态", mock_embedding_model, top_k=2 + ) + overridden_results = elasticsearch_core_instance.hybrid_search( + ["test_index"], "编号 95173042", mock_embedding_model, top_k=2, weight_accurate=0.3 + ) + + assert numeric_results[0]["document"]["id"] == "target" + assert text_results[0]["document"]["id"] == "distractor" + assert overridden_results[0]["document"]["id"] == "distractor" + + def test_get_indices_detail_success(elasticsearch_core_instance): """Test getting index statistics.""" with patch.object(elasticsearch_core_instance.client.indices, 'stats') as mock_stats, \ From 95f75c1c80c70fc43d628c34ae562a85880c73a5 Mon Sep 17 00:00:00 2001 From: Enhua Zhang <1759604465@qq.com> Date: Mon, 10 Aug 2026 10:25:59 +0800 Subject: [PATCH 2/5] fix: support full-width numeric retrieval --- backend/services/vectordatabase_service.py | 4 +- .../vector_database/elasticsearch_core.py | 5 ++- .../services/test_vectordatabase_service.py | 23 ++++++++++ .../test_elasticsearch_core.py | 43 +++++++++++++++++++ 4 files changed, 73 insertions(+), 2 deletions(-) diff --git a/backend/services/vectordatabase_service.py b/backend/services/vectordatabase_service.py index d997a860a7..e15520585a 100644 --- a/backend/services/vectordatabase_service.py +++ b/backend/services/vectordatabase_service.py @@ -72,7 +72,9 @@ from utils.str_utils import convert_string_to_list -_HYBRID_NUMERIC_QUERY_PATTERN = re.compile(r"\d+(?:[.,]\d+)*") +# Keep this in sync with the SDK token pattern: full-width separators are +# common when identifiers are copied from Chinese documents. +_HYBRID_NUMERIC_QUERY_PATTERN = re.compile(r"\d+(?:[.,\uff0c\uff0e]\d+)*") def _update_progress(task_id: str, processed: int, total: int): diff --git a/sdk/nexent/vector_database/elasticsearch_core.py b/sdk/nexent/vector_database/elasticsearch_core.py index 82dcfd5d01..cb100db0de 100644 --- a/sdk/nexent/vector_database/elasticsearch_core.py +++ b/sdk/nexent/vector_database/elasticsearch_core.py @@ -35,7 +35,10 @@ class BulkOperation: DEFAULT_HYBRID_ACCURATE_WEIGHT = 0.3 NUMERIC_HYBRID_ACCURATE_WEIGHT = 0.7 NUMERIC_EXACT_MATCH_BOOST = 100.0 -_NUMERIC_TOKEN_PATTERN = re.compile(r"\d+(?:[.,]\d+)*") +# Python's ``\d`` also covers full-width digits. Accept the full-width +# separators used by East Asian input methods so an identifier remains one +# exact token. +_NUMERIC_TOKEN_PATTERN = re.compile(r"\d+(?:[.,\uff0c\uff0e]\d+)*") def _build_numeric_exact_query(query_text: str) -> Optional[Dict[str, Any]]: diff --git a/test/backend/services/test_vectordatabase_service.py b/test/backend/services/test_vectordatabase_service.py index e263329cb0..7aefba8432 100644 --- a/test/backend/services/test_vectordatabase_service.py +++ b/test/backend/services/test_vectordatabase_service.py @@ -2682,6 +2682,29 @@ def test_search_hybrid_adapts_only_unspecified_rest_weight(self, mock_get_embedd weight_accurate=0.7, ) + @patch('backend.services.vectordatabase_service.get_embedding_model_by_index_name') + def test_search_hybrid_adapts_fullwidth_numeric_rest_weight(self, mock_get_embedding_by_index): + """The REST default must recognize full-width numeric identifiers.""" + self.mock_vdb_core.hybrid_search.return_value = [] + mock_get_embedding_by_index.return_value = ( + self.mock_embedding, 1, {"status": "ok", "message": "OK"} + ) + + ElasticSearchService.search_hybrid( + index_names=["test_index"], + query="ID \uff11\uff10\uff0e\uff11\uff12\uff18\uff0e\uff10\uff0e\uff14\uff12", + tenant_id=consts_const_mod.DEFAULT_TENANT_ID, + vdb_core=self.mock_vdb_core, + ) + + self.mock_vdb_core.hybrid_search.assert_called_once_with( + index_names=["test_index"], + query_text="ID \uff11\uff10\uff0e\uff11\uff12\uff18\uff0e\uff10\uff0e\uff14\uff12", + embedding_model=self.mock_embedding, + top_k=10, + weight_accurate=0.7, + ) + def test_search_hybrid_missing_tenant_id(self): """Test search_hybrid raises ValueError when tenant_id is missing.""" with self.assertRaises(ValueError) as context: diff --git a/test/sdk/vector_database/test_elasticsearch_core.py b/test/sdk/vector_database/test_elasticsearch_core.py index d8d969a956..19ae2d04ab 100644 --- a/test/sdk/vector_database/test_elasticsearch_core.py +++ b/test/sdk/vector_database/test_elasticsearch_core.py @@ -1516,6 +1516,28 @@ def test_accurate_search_boosts_exact_numeric_matches(elasticsearch_core_instanc } +def test_accurate_search_boosts_fullwidth_numeric_matches(elasticsearch_core_instance): + """Full-width numeric identifiers must be kept as one exact token.""" + identifier = "\uff11\uff10\uff0e\uff11\uff12\uff18\uff0e\uff10\uff0e\uff14\uff12" + with patch.object(elasticsearch_core_instance, "exec_query") as mock_exec, \ + patch.object(elasticsearch_core_module, "calculate_term_weights") as mock_weights, \ + patch.object(elasticsearch_core_module, "build_weighted_query") as mock_build: + mock_weights.return_value = {} + mock_build.return_value = {"query": {"match_all": {}}} + mock_exec.return_value = [] + + elasticsearch_core_instance.accurate_search( + ["test_index"], f"Find identifier {identifier}", top_k=3 + ) + + _, search_query = mock_exec.call_args[0] + numeric_query = search_query["query"]["bool"]["should"][1] + assert numeric_query["bool"]["should"] == [ + {"match_phrase": {"title": {"query": identifier, "boost": 100.0}}}, + {"match_phrase": {"content": {"query": identifier, "boost": 100.0}}}, + ] + + def test_semantic_search_success(elasticsearch_core_instance): """Test semantic search with vector similarity.""" mock_embedding_model = MagicMock() @@ -1692,6 +1714,27 @@ def test_hybrid_search_adapts_default_weight_for_numeric_queries(elasticsearch_c assert overridden_results[0]["document"]["id"] == "distractor" +def test_hybrid_search_adapts_default_weight_for_fullwidth_numeric_queries(elasticsearch_core_instance): + """Full-width numeric identifiers should receive the numeric default weight.""" + mock_embedding_model = MagicMock() + mock_embedding_model.model_type = "text" + accurate_results = [ + {"score": 1.0, "document": {"id": "target"}, "index": "test_index"}, + {"score": 0.2, "document": {"id": "distractor"}, "index": "test_index"}, + ] + semantic_results = [ + {"score": 1.0, "document": {"id": "distractor"}, "index": "test_index"}, + ] + + with patch.object(elasticsearch_core_instance, "accurate_search", return_value=accurate_results), \ + patch.object(elasticsearch_core_instance, "semantic_search", return_value=semantic_results): + results = elasticsearch_core_instance.hybrid_search( + ["test_index"], "ID \uff11\uff10\uff0e\uff11\uff12\uff18\uff0e\uff10\uff0e\uff14\uff12", mock_embedding_model, top_k=2 + ) + + assert results[0]["document"]["id"] == "target" + + def test_get_indices_detail_success(elasticsearch_core_instance): """Test getting index statistics.""" with patch.object(elasticsearch_core_instance.client.indices, 'stats') as mock_stats, \ From 4ba150925c5ff11409477eacccc51241bbefffae Mon Sep 17 00:00:00 2001 From: Enhua Zhang <1759604465@qq.com> Date: Mon, 10 Aug 2026 10:55:34 +0800 Subject: [PATCH 3/5] test: cover multimodal numeric retrieval --- .../test_elasticsearch_core.py | 31 +++++++++++++++++++ 1 file changed, 31 insertions(+) diff --git a/test/sdk/vector_database/test_elasticsearch_core.py b/test/sdk/vector_database/test_elasticsearch_core.py index 19ae2d04ab..6d3c6e380a 100644 --- a/test/sdk/vector_database/test_elasticsearch_core.py +++ b/test/sdk/vector_database/test_elasticsearch_core.py @@ -1589,6 +1589,37 @@ def test_semantic_search_multimodal_combines_queries(elasticsearch_core_instance assert mock_exec.call_count == 2 +def test_semantic_search_multimodal_boosts_exact_numeric_matches(elasticsearch_core_instance): + """Both multimodal kNN queries should receive the exact numeric clause.""" + mock_embedding_model = MagicMock() + mock_embedding_model.model_type = "multimodal" + mock_embedding_model.get_embeddings.return_value = [[0.1] * 8] + + with patch.object(elasticsearch_core_instance, "exec_query") as mock_exec: + mock_exec.side_effect = [[], []] + + elasticsearch_core_instance.semantic_search( + ["test_index"], + "Find identifier 95173042", + mock_embedding_model, + top_k=3, + ) + + text_query = mock_exec.call_args_list[0].args[1] + image_query = mock_exec.call_args_list[1].args[1] + expected_numeric_query = { + "bool": { + "should": [ + {"match_phrase": {"title": {"query": "95173042", "boost": 100.0}}}, + {"match_phrase": {"content": {"query": "95173042", "boost": 100.0}}}, + ], + "minimum_should_match": 1, + } + } + assert text_query["query"] == expected_numeric_query + assert image_query["query"] == expected_numeric_query + + def test_semantic_search_sets_knn_parameters(elasticsearch_core_instance): """Ensure semantic_search sets k and num_candidates based on top_k.""" mock_embedding_model = MagicMock() From b996263d529be4036556a641fbea3bcebb4deaa1 Mon Sep 17 00:00:00 2001 From: Eddiward_yukika <145945731+EDDIWARD@users.noreply.github.com> Date: Tue, 11 Aug 2026 11:40:21 +0800 Subject: [PATCH 4/5] fix: simplify numeric retrieval weighting --- backend/consts/model.py | 2 +- backend/services/vectordatabase_service.py | 26 +-- .../after-01999-correct-result.png | Bin 0 -> 615672 bytes .../screenshots/before-01999-wrong-result.png | Bin 0 -> 525597 bytes frontend/services/knowledgeBaseService.ts | 4 +- .../vector_database/elasticsearch_core.py | 74 ++----- .../services/test_vectordatabase_service.py | 60 ------ .../test_elasticsearch_core.py | 186 ++++-------------- 8 files changed, 66 insertions(+), 286 deletions(-) create mode 100644 doc/bug2/screenshots/after-01999-correct-result.png create mode 100644 doc/bug2/screenshots/before-01999-wrong-result.png diff --git a/backend/consts/model.py b/backend/consts/model.py index 84882f36dd..84a2d340c6 100644 --- a/backend/consts/model.py +++ b/backend/consts/model.py @@ -452,7 +452,7 @@ class HybridSearchRequest(BaseModel): None, ge=0.0, le=1.0, - description="Optional override for the accurate-search score weight", + description="Optional caller-specified weight applied to accurate search scores", ) diff --git a/backend/services/vectordatabase_service.py b/backend/services/vectordatabase_service.py index e15520585a..72140ac5dd 100644 --- a/backend/services/vectordatabase_service.py +++ b/backend/services/vectordatabase_service.py @@ -15,7 +15,6 @@ import json import logging import os -import re import time import uuid from datetime import datetime, timezone @@ -72,11 +71,6 @@ from utils.str_utils import convert_string_to_list -# Keep this in sync with the SDK token pattern: full-width separators are -# common when identifiers are copied from Chinese documents. -_HYBRID_NUMERIC_QUERY_PATTERN = re.compile(r"\d+(?:[.,\uff0c\uff0e]\d+)*") - - def _update_progress(task_id: str, processed: int, total: int): """Helper function to update progress in Redis""" try: @@ -2285,13 +2279,19 @@ def search_hybrid( raise ValueError("At least one index name is required") if top_k <= 0: raise ValueError("top_k must be greater than 0") - if weight_accurate is not None and (weight_accurate < 0 or weight_accurate > 1): + if weight_accurate is not None and ( + weight_accurate < 0 or weight_accurate > 1 + ): raise ValueError("weight_accurate must be between 0 and 1") - if weight_accurate is None: - # Preserve the REST endpoint's former 0.5 default for normal - # text, while giving a numeric query the same 0.7 preference - # for exact retrieval as the SDK's automatic path. - weight_accurate = 0.7 if _HYBRID_NUMERIC_QUERY_PATTERN.search(query) else 0.5 + + # Preserve the REST API's historical 0.5 default for ordinary + # queries. When the caller has not supplied a preference, give + # digit-containing identifiers more accurate-search influence. + effective_weight_accurate = weight_accurate + if effective_weight_accurate is None: + effective_weight_accurate = ( + 0.7 if any(char.isdigit() for char in query) else 0.5 + ) # Get embedding model from the first index's knowledge base record if not index_names: @@ -2317,7 +2317,7 @@ def search_hybrid( query_text=query, embedding_model=embedding_model, top_k=top_k, - weight_accurate=weight_accurate, + weight_accurate=effective_weight_accurate, ) elapsed_ms = int((time.perf_counter() - start_time) * 1000) diff --git a/doc/bug2/screenshots/after-01999-correct-result.png b/doc/bug2/screenshots/after-01999-correct-result.png new file mode 100644 index 0000000000000000000000000000000000000000..1908302e9b5879a007088061dc753b6aa024e41e GIT binary patch literal 615672 zcmbq)V{{~K*KRV=#1q@L?TKyMwv&l9!Nj(0+qP{d9b1!}exCO`XT9I=v)8KXuI{Q@ 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