Types & classes — github.com/circlemind-ai/fast-graphrag

CodeHub MCPcopy Create free account

hub / github.com/circlemind-ai/fast-graphrag / types & classes

Types & classes132 in github.com/circlemind-ai/fast-graphrag

⨍ Functions 463◇ Types & classes 132↳ Endpoints 50

↓ 15 callersClassNoopAsyncContextManager

fast_graphrag/_llm/_base.py:147

↓ 12 callersClassInvalidStorageError

Exception raised for errors in the storage operations.

fast_graphrag/_exceptions.py:1

↓ 12 callersClassWorkspace

fast_graphrag/_storage/_namespace.py:10

↓ 10 callersClassTEntity

fast_graphrag/_types.py:119

↓ 9 callersClassTRelation

fast_graphrag/_types.py:153

↓ 8 callersClassOpenAILLMService

LLM Service for OpenAI LLMs.

fast_graphrag/_llm/_llm_openai.py:32

↓ 7 callersClassGraphRAG

A class representing a Graph-based Retrieval-Augmented Generation system.

fast_graphrag/__init__.py:42

↓ 7 callersClassOpenAIEmbeddingService

Base class for Language Model implementations.

fast_graphrag/_llm/_llm_openai.py:158

↓ 7 callersClassRankingPolicy_TopK

fast_graphrag/_policies/_ranking.py:28

↓ 6 callersClassData

tests/_models_test.py:75

↓ 6 callersClassTContext

A class for representing the context used to generate a query response.

fast_graphrag/_types.py:251

↓ 5 callersClassMockDocument

tests/_services/_chunk_extraction_test.py:14

↓ 5 callersClassNamespace

fast_graphrag/_storage/_namespace.py:102

↓ 5 callersClassQueryParam

fast_graphrag/_graphrag.py:26

↓ 5 callersClassRankingPolicy_WithThreshold

fast_graphrag/_policies/_ranking.py:9

↓ 4 callersClassLLMServiceNoResponseError

Raised when the LLM service returns no response.

examples/gemini_vertexai_llm.py:66

↓ 4 callersClassLLMServiceNoResponseError

Exception raised when the LLM service does not provide a response.

fast_graphrag/_exceptions.py:17

↓ 4 callersClassNodeUpsertPolicy_SummarizeDescription

fast_graphrag/_policies/_graph_upsert.py:118

↓ 3 callersClassBaseLLMService

Base class for Language Model implementations.

fast_graphrag/_llm/_base.py:66

↓ 3 callersClassBaseRankingPolicy

fast_graphrag/_policies/_base.py:67

↓ 3 callersClassEdgeUpsertPolicy_UpsertValidAndMergeSimilarByLLM

fast_graphrag/_policies/_graph_upsert.py:219

↓ 3 callersClassMockChunk

tests/_services/_chunk_extraction_test.py:20

↓ 3 callersClassRankingPolicy_Elbow

fast_graphrag/_policies/_ranking.py:47

↓ 3 callersClassTChunk

fast_graphrag/_types.py:106

↓ 3 callersClassTDocument

A class for representing a piece of data.

fast_graphrag/_types.py:98

↓ 3 callersClassTGraph

fast_graphrag/_types.py:224

↓ 3 callersClassTQueryEntities

fast_graphrag/_models.py:99

↓ 2 callersClassDefaultNodeUpsertPolicy

fast_graphrag/_policies/_graph_upsert.py:62

↓ 2 callersClassHNSWVectorStorageConfig

fast_graphrag/_storage/_vdb_hnswlib.py:18

↓ 2 callersClassIGraphStorageConfig

fast_graphrag/_storage/_gdb_igraph.py:18

↓ 2 callersClassTEditRelation

fast_graphrag/_models.py:80

↓ 2 callersClassTestModel

tests/_llm/_base_test.py:14

↓ 2 callersClassVectorStorage

Vector storage with HNSW.

benchmarks/vdb_benchmark.py:44

↓ 1 callersClassBaseChunkingService

Base class for chunk extractor.

fast_graphrag/_services/_base.py:30

↓ 1 callersClassBaseEdgeUpsertPolicy

fast_graphrag/_policies/_base.py:30

↓ 1 callersClassBaseEmbeddingService

Base class for Language Model implementations.

fast_graphrag/_llm/_base.py:118

↓ 1 callersClassBaseGraphRAGNoEmbeddingValidation

tests/_graphrag_test.py:21

↓ 1 callersClassBaseGraphUpsertPolicy

fast_graphrag/_policies/_base.py:38

↓ 1 callersClassBaseInformationExtractionService

Base class for entity and relationship extractors.

fast_graphrag/_services/_base.py:42

↓ 1 callersClassBaseNodeUpsertPolicy

fast_graphrag/_policies/_base.py:22

↓ 1 callersClassBaseStateManagerService

A class for managing state operations.

fast_graphrag/_services/_base.py:66

↓ 1 callersClassBaseStorage

fast_graphrag/_storage/_base.py:26

↓ 1 callersClassDefaultChunkingService

Default class for chunk extractor.

fast_graphrag/_services/_chunk_extraction.py:37

↓ 1 callersClassDefaultEdgeUpsertPolicy

fast_graphrag/_policies/_graph_upsert.py:79

↓ 1 callersClassDefaultEmbeddingService

fast_graphrag/_llm/_default.py:8

↓ 1 callersClassDefaultGraphStorage

fast_graphrag/_storage/_default.py:26

↓ 1 callersClassDefaultGraphStorageConfig

fast_graphrag/_storage/_default.py:28

↓ 1 callersClassDefaultGraphUpsertPolicy

fast_graphrag/_policies/_graph_upsert.py:94

↓ 1 callersClassDefaultIndexedKeyValueStorage

fast_graphrag/_storage/_default.py:24

↓ 1 callersClassDefaultInformationExtractionService

Default entity and relationship extractor.

fast_graphrag/_services/_information_extraction.py:26

↓ 1 callersClassDefaultLLMService

fast_graphrag/_llm/_default.py:6

↓ 1 callersClassDefaultVectorStorage

fast_graphrag/_storage/_default.py:18

↓ 1 callersClassDefaultVectorStorageConfig

fast_graphrag/_storage/_default.py:20

↓ 1 callersClassEdgeUpsertPolicy_UpsertIfValidNodes

fast_graphrag/_policies/_graph_upsert.py:182

↓ 1 callersClassGeminiEmbeddingService

Service implementation to retrieve embeddings for texts using the Gemini model.

fast_graphrag/_llm/_llm_genai.py:335

↓ 1 callersClassGeminiLLMService

fast_graphrag/_llm/_llm_genai.py:108

↓ 1 callersClassHNSWVectorStorage

fast_graphrag/_storage/_vdb_hnswlib.py:26

↓ 1 callersClassIGraphStorage

fast_graphrag/_storage/_gdb_igraph.py:25

↓ 1 callersClassInsertParam

fast_graphrag/_graphrag.py:21

↓ 1 callersClassLLMService

Service to interact with the LLM.

benchmarks/vdb_benchmark.py:126

↓ 1 callersClassPickleBlobStorage

fast_graphrag/_storage/_blob_pickle.py:13

↓ 1 callersClassPickleIndexedKeyValueStorage

fast_graphrag/_storage/_ikv_pickle.py:16

↓ 1 callersClassQuery

Dataclass for a query.

benchmarks/graph_benchmark.py:20

↓ 1 callersClassQuery

Dataclass for a query.

benchmarks/nano_benchmark.py:24

↓ 1 callersClassQuery

Dataclass for a query.

benchmarks/lightrag_benchmark.py:24

↓ 1 callersClassQuery

Query dataclass.

benchmarks/vdb_benchmark.py:190

↓ 1 callersClassTAnswer

fast_graphrag/_models.py:76

↓ 1 callersClassTEditRelationList

fast_graphrag/_models.py:87

↓ 1 callersClassTEntityDescription

fast_graphrag/_models.py:95

↓ 1 callersClassTQueryResponse

A class for representing a query response.

fast_graphrag/_types.py:337

↓ 1 callersClassVertexAIEmbeddingService

Vertex AI implementation for text embeddings using the Gecko model.

examples/gemini_vertexai_llm.py:72

↓ 1 callersClassVertexAILLMService

Vertex AI implementation for LLM services using Gemini models.

examples/gemini_vertexai_llm.py:137

fast_graphrag/_types.py:76

fast_graphrag/_types.py:63

fast_graphrag/_types.py:55

ClassBaseBlobStorage

fast_graphrag/_storage/_base.py:116

ClassBaseGraphRAG

A class representing a Graph-based Retrieval-Augmented Generation system.

fast_graphrag/_graphrag.py:35

ClassBaseGraphStorage

fast_graphrag/_storage/_base.py:201

ClassBaseIndexedKeyValueStorage

fast_graphrag/_storage/_base.py:130

ClassBaseModelAlias

fast_graphrag/_models.py:28

ClassBasePolicy

fast_graphrag/_policies/_base.py:12

ClassBaseVectorStorage

fast_graphrag/_storage/_base.py:165

Configuration for the GraphRAG class.

fast_graphrag/__init__.py:46

fast_graphrag/_policies/_ranking.py:11

fast_graphrag/_policies/_ranking.py:30

fast_graphrag/_policies/_graph_upsert.py:120

fast_graphrag/_policies/_graph_upsert.py:184

fast_graphrag/_policies/_graph_upsert.py:221

ClassDefaultBlobStorage

fast_graphrag/_storage/_default.py:22

ClassDefaultChunkingServiceConfig

fast_graphrag/_services/_chunk_extraction.py:30

ClassDefaultStateManagerService

fast_graphrag/_services/_state_manager.py:36

ClassInvalidStorageUsageError

Exception raised for errors in the usage of the storage.

fast_graphrag/_exceptions.py:9

fast_graphrag/_types.py:132

fast_graphrag/_types.py:198

fast_graphrag/_types.py:228

fast_graphrag/_models.py:29

ClassRankingPolicy_WithConfidence

fast_graphrag/_policies/_ranking.py:66

ClassTGleaningStatus

fast_graphrag/_services/_information_extraction.py:19

ClassTSerializable

fast_graphrag/_types.py:18

ClassTestBaseGraphRAG

tests/_graphrag_test.py:11

next →1–100 of 132, ranked by callers