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Functions259 in github.com/NanGePlus/LightRAGTest

⨍ Functions 259◇ Types & classes 26↳ Endpoints 9
↓ 42 callersMethodquery
(self, query: str, param: QueryParam = QueryParam())
LightRAG/lightrag/lightrag.py:412
↓ 18 callersMethodinsert
(self, string_or_strings)
LightRAG/lightrag/lightrag.py:223
↓ 16 callersMethodquery
( self, sql: str, params: dict = None, multirows: bool = False )
LightRAG/lightrag/kg/oracle_impl.py:117
↓ 13 callersMethodupsert
(self, data: dict[str, T])
LightRAG/lightrag/base.py:82
↓ 12 callersFunctionopenai_complete_if_cache
( model, prompt, system_prompt=None, history_messages=[], base_url=None, api_key=None,
LightRAG/lightrag/llm.py:42
↓ 9 callersMethodaquery
(self, query: str, param: QueryParam = QueryParam())
LightRAG/lightrag/lightrag.py:416
↓ 9 callersFunctionopenai_embedding
( texts: list[str], model: str = "text-embedding-3-small", base_url: str = None, api_key: str
LightRAG/lightrag/llm.py:541
↓ 8 callersMethodget_by_id
(self, id: str)
LightRAG/lightrag/base.py:70
↓ 8 callersFunctionsplit_string_by_multi_markers
Split a string by multiple markers
LightRAG/lightrag/utils.py:160
↓ 7 callersFunctionbatched_import
(statement, df, batch_size=1000)
GraphRAG/utils/graph_visual_with_neo4j.py:89
↓ 7 callersFunctionclean_str
Clean an input string by removing HTML escapes, control characters, and other unwanted characters.
LightRAG/lightrag/utils.py:170
↓ 7 callersFunctioncompute_mdhash_id
(content, prefix: str = "")
LightRAG/lightrag/utils.py:89
↓ 6 callersFunctioncompute_args_hash
(*args)
LightRAG/lightrag/utils.py:85
↓ 6 callersMethodexecute
(self, sql: str, data: list | dict = None)
LightRAG/lightrag/kg/oracle_impl.py:146
↓ 6 callersFunctionlist_of_list_to_csv
(data: List[List[str]])
LightRAG/lightrag/utils.py:197
↓ 6 callersFunctiontruncate_list_by_token_size
Truncate a list of data by token size
LightRAG/lightrag/utils.py:185
↓ 4 callersFunctionalways_get_an_event_loop
()
LightRAG/lightrag/lightrag.py:54
↓ 4 callersMethodget_node
(self, node_id: str)
LightRAG/lightrag/base.py:105
↓ 4 callersMethodupsert_node
(self, node_id: str, node_data: dict[str, str])
LightRAG/lightrag/base.py:118
↓ 3 callersMethod_get_storage_class
(self)
LightRAG/lightrag/lightrag.py:208
↓ 3 callersMethodainsert
(self, string_or_strings)
LightRAG/lightrag/lightrag.py:227
↓ 3 callersMethodclose
(self)
LightRAG/lightrag/kg/neo4j_impl.py:47
↓ 3 callersFunctionencode_string_by_tiktoken
(content: str, model_name: str = "gpt-4o")
LightRAG/lightrag/utils.py:137
↓ 3 callersMethodget_edge
( self, source_node_id: str, target_node_id: str )
LightRAG/lightrag/base.py:108
↓ 3 callersMethodindex_done_callback
(self)
LightRAG/lightrag/storage.py:36
↓ 3 callersFunctionprocess_combine_contexts
(hl, ll)
LightRAG/lightrag/utils.py:275
↓ 2 callersFunction_handle_entity_relation_summary
( entity_or_relation_name: str, description: str, global_config: dict, )
LightRAG/lightrag/operate.py:53
↓ 2 callersMethod_insert_done
(self)
LightRAG/lightrag/lightrag.py:294
↓ 2 callersMethodcheck_tables
(self)
LightRAG/lightrag/kg/oracle_impl.py:95
↓ 2 callersFunctioncsv_string_to_list
(csv_string: str)
LightRAG/lightrag/utils.py:204
↓ 2 callersFunctiondecode_tokens_by_tiktoken
(tokens: list[int], model_name: str = "gpt-4o")
LightRAG/lightrag/utils.py:145
↓ 2 callersMethodedge_degree
(self, src_id: str, tgt_id: str)
LightRAG/lightrag/base.py:102
↓ 2 callersFunctionembedding_func
(texts: list[str])
LightRAG/examples/lightrag_openai_compatible_demo.py:28
↓ 2 callersMethodfilter_keys
return un-exist keys
LightRAG/lightrag/base.py:78
↓ 2 callersMethodget_node_edges
( self, source_node_id: str )
LightRAG/lightrag/base.py:113
↓ 2 callersMethodhas_node
(self, node_id: str)
LightRAG/lightrag/storage.py:249
↓ 2 callersMethodhas_node
(self, node_id: str)
LightRAG/lightrag/base.py:93
↓ 2 callersFunctionhf_embedding
(texts: list[str], tokenizer, embed_model)
LightRAG/lightrag/llm.py:698
↓ 2 callersFunctionlimit_async_func_call
Add restriction of maximum async calling times for a async func
LightRAG/lightrag/utils.py:93
↓ 2 callersFunctionlocate_json_string_body_from_string
Locate the JSON string body from a string
LightRAG/lightrag/utils.py:48
↓ 2 callersMethodnode_degree
(self, node_id: str)
LightRAG/lightrag/base.py:99
↓ 2 callersMethodnode_degree
(self, node_id: str)
LightRAG/lightrag/kg/neo4j_impl.py:104
↓ 2 callersMethodnode_degree
根据节点id获取节点的度
LightRAG/lightrag/kg/oracle_impl.py:467
↓ 2 callersFunctionollama_embedding
(texts: list[str], embed_model, **kwargs)
LightRAG/lightrag/llm.py:712
↓ 2 callersFunctionpack_user_ass_to_openai_messages
(*args: str)
LightRAG/lightrag/utils.py:153
↓ 2 callersMethodupsert_edge
( self, source_node_id: str, target_node_id: str, edge_data: dict[str, str] )
LightRAG/lightrag/base.py:121
↓ 2 callersFunctionxml_to_json
(xml_file)
LightRAG/lightrag/utils.py:215
↓ 1 callersFunction_build_query_context
( query: list, knowledge_graph_inst: BaseGraphStorage, entities_vdb: BaseVectorStorage, relati
LightRAG/lightrag/operate.py:532
↓ 1 callersMethod_delete_by_entity_done
(self)
LightRAG/lightrag/lightrag.py:467
↓ 1 callersFunction_find_most_related_edges_from_entities
( node_datas: list[dict], query_param: QueryParam, knowledge_graph_inst: BaseGraphStorage, )
LightRAG/lightrag/operate.py:772
↓ 1 callersFunction_find_most_related_entities_from_relationships
( edge_datas: list[dict], query_param: QueryParam, knowledge_graph_inst: BaseGraphStorage, )
LightRAG/lightrag/operate.py:894
↓ 1 callersFunction_find_most_related_text_unit_from_entities
( node_datas: list[dict], query_param: QueryParam, text_chunks_db: BaseKVStorage[TextChunkSchema],
LightRAG/lightrag/operate.py:698
↓ 1 callersFunction_find_related_text_unit_from_relationships
( edge_datas: list[dict], query_param: QueryParam, text_chunks_db: BaseKVStorage[TextChunkSchema],
LightRAG/lightrag/operate.py:931
↓ 1 callersFunction_get_edge_data
( keywords, knowledge_graph_inst: BaseGraphStorage, relationships_vdb: BaseVectorStorage, text
LightRAG/lightrag/operate.py:812
↓ 1 callersFunction_get_node_data
( query, knowledge_graph_inst: BaseGraphStorage, entities_vdb: BaseVectorStorage, text_chunks_
LightRAG/lightrag/operate.py:621
↓ 1 callersFunction_handle_single_entity_extraction
( record_attributes: list[str], chunk_key: str, )
LightRAG/lightrag/operate.py:84
↓ 1 callersFunction_handle_single_relationship_extraction
( record_attributes: list[str], chunk_key: str, )
LightRAG/lightrag/operate.py:105
↓ 1 callersFunction_merge_edges_then_upsert
( src_id: str, tgt_id: str, edges_data: list[dict], knowledge_graph_inst: BaseGraphStorage,
LightRAG/lightrag/operate.py:178
↓ 1 callersFunction_merge_nodes_then_upsert
( entity_name: str, nodes_data: list[dict], knowledge_graph_inst: BaseGraphStorage, global_con
LightRAG/lightrag/operate.py:131
↓ 1 callersMethod_next_model
(self)
LightRAG/lightrag/llm.py:781
↓ 1 callersFunction_process_single_content
(chunk_key_dp: tuple[str, TextChunkSchema])
LightRAG/lightrag/operate.py:285
↓ 1 callersMethod_query_done
(self)
LightRAG/lightrag/lightrag.py:440
↓ 1 callersMethod_stabilize_graph
Refer to https://github.com/microsoft/graphrag/index/graph/utils/stable_lcc.py Ensure an undirected graph with the same relationships will alw
LightRAG/lightrag/storage.py:200
↓ 1 callersMethodadelete_by_entity
(self, entity_name: str)
LightRAG/lightrag/lightrag.py:452
↓ 1 callersMethodainsert_custom_kg
(self, custom_kg: dict)
LightRAG/lightrag/lightrag.py:314
↓ 1 callersFunctionalways_get_an_event_loop
()
LightRAG/reproduce/Step_3_openai_compatible.py:59
↓ 1 callersFunctionalways_get_an_event_loop
()
LightRAG/reproduce/Step_3.py:27
↓ 1 callersFunctionazure_openai_complete_if_cache
( model, prompt, system_prompt=None, history_messages=[], base_url=None, api_key=None,
LightRAG/lightrag/llm.py:88
↓ 1 callersFunctionbatch_eval
(query_file, result1_file, result2_file, output_file_path)
LightRAG/examples/batch_eval.py:8
↓ 1 callersFunctionbedrock_complete_if_cache
( model, prompt, system_prompt=None, history_messages=[], aws_access_key_id=None, aws_
LightRAG/lightrag/llm.py:141
↓ 1 callersFunctionchunking_by_token_size
( content: str, overlap_token_size=128, max_token_size=1024, tiktoken_model="gpt-4o" )
LightRAG/lightrag/operate.py:32
↓ 1 callersFunctionclear_vram
()
LightRAG/examples/vram_management_demo.py:91
↓ 1 callersFunctioncombine_contexts
(entities, relationships, sources)
LightRAG/lightrag/operate.py:968
↓ 1 callersFunctionconvert_xml_to_json
Converts XML file to JSON and saves the output.
LightRAG/examples/graph_visual_with_neo4j.py:17
↓ 1 callersFunctionconvert_xml_to_json
Converts XML file to JSON and saves the output.
LightRAG/nangeAGICode1201/graph_visual_with_neo4j.py:21
↓ 1 callersMethoddelete_entity
(self, entity_name: str)
LightRAG/lightrag/storage.py:132
↓ 1 callersMethoddelete_node
(self, node_id: str)
LightRAG/lightrag/base.py:126
↓ 1 callersMethoddelete_relation
(self, entity_name: str)
LightRAG/lightrag/storage.py:144
↓ 1 callersFunctionembedding_func
(texts: list[str])
LightRAG/examples/lightrag_api_openai_compatible_demo.py:50
↓ 1 callersFunctionembedding_func
(texts: list[str])
LightRAG/examples/lightrag_api_oracle_demo..py:66
↓ 1 callersFunctionembedding_func
(texts: list[str])
LightRAG/examples/lightrag_oracle_demo.py:43
↓ 1 callersFunctionembedding_func
(texts: list[str])
LightRAG/examples/lightrag_siliconcloud_demo.py:28
↓ 1 callersFunctionembedding_func
(texts: list[str])
LightRAG/examples/lightrag_azure_openai_demo.py:58
↓ 1 callersFunctionextract_entities
( chunks: dict[str, TextChunkSchema], knowledge_graph_inst: BaseGraphStorage, entity_vdb: BaseVect
LightRAG/lightrag/operate.py:245
↓ 1 callersFunctionextract_queries
(file_path)
LightRAG/reproduce/Step_3_openai_compatible.py:40
↓ 1 callersFunctionextract_queries
(file_path)
LightRAG/reproduce/Step_3.py:8
↓ 1 callersFunctionextract_unique_contexts
(input_directory, output_directory)
LightRAG/reproduce/Step_0.py:7
↓ 1 callersMethodget_all_edges
查询所有边
LightRAG/lightrag/kg/oracle_impl.py:540
↓ 1 callersFunctionget_all_edges_and_nodes
(G)
LightRAG/get_all_edges_nx.py:6
↓ 1 callersMethodget_all_nodes
查询所有节点
LightRAG/lightrag/kg/oracle_impl.py:532
↓ 1 callersMethodget_by_ids
( self, ids: list[str], fields: Union[set[str], None] = None )
LightRAG/lightrag/base.py:73
↓ 1 callersFunctionget_embedding_dim
()
LightRAG/examples/lightrag_api_openai_compatible_demo.py:57
↓ 1 callersFunctionget_embedding_dim
()
LightRAG/examples/lightrag_api_oracle_demo..py:75
↓ 1 callersFunctionget_embedding_dim
()
LightRAG/examples/lightrag_oracle_demo.py:52
↓ 1 callersFunctionget_embedding_dim
()
LightRAG/examples/lightrag_openai_compatible_demo.py:37
↓ 1 callersMethodget_statistics
(self)
LightRAG/lightrag/kg/oracle_impl.py:548
↓ 1 callersFunctionget_summary
(context, tot_tokens=2000)
LightRAG/reproduce/Step_2.py:26
↓ 1 callersFunctiongpt_4o_mini_complete
( prompt, system_prompt=None, history_messages=[], **kwargs )
LightRAG/lightrag/llm.py:473
↓ 1 callersMethodhas_edge
(self, source_node_id: str, target_node_id: str)
LightRAG/lightrag/base.py:96
↓ 1 callersMethodhas_node
根据节点id检查节点是否存在
LightRAG/lightrag/kg/oracle_impl.py:436
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