734 lines
15 KiB
ReStructuredText
734 lines
15 KiB
ReStructuredText
|
.. _api-documentation:
|
||
|
|
|
||
|
|
API Documentation
|
||
|
|
#################
|
||
|
|
|
||
|
|
.. _components-section:
|
||
|
|
|
||
|
|
**********
|
||
|
|
Components
|
||
|
|
**********
|
||
|
|
|
||
|
|
Component
|
||
|
|
=========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.component.Component
|
||
|
|
:members: run, run_with_context
|
||
|
|
|
||
|
|
DataLoader
|
||
|
|
==========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.data_loader.DataLoader
|
||
|
|
:members: run, get_document_metadata
|
||
|
|
|
||
|
|
PdfLoader
|
||
|
|
=========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.data_loader.PdfLoader
|
||
|
|
:members: run, load_file
|
||
|
|
|
||
|
|
MarkdownLoader
|
||
|
|
==============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.data_loader.MarkdownLoader
|
||
|
|
:members: run, load_file
|
||
|
|
|
||
|
|
TextSplitter
|
||
|
|
============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.text_splitters.base.TextSplitter
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
FixedSizeSplitter
|
||
|
|
=================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.text_splitters.fixed_size_splitter.FixedSizeSplitter
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
LangChainTextSplitterAdapter
|
||
|
|
============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.text_splitters.langchain.LangChainTextSplitterAdapter
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
LlamaIndexTextSplitterAdapter
|
||
|
|
=============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.text_splitters.llamaindex.LlamaIndexTextSplitterAdapter
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
TextChunkEmbedder
|
||
|
|
=================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.embedder.TextChunkEmbedder
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
LexicalGraphBuilder
|
||
|
|
===================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.lexical_graph.LexicalGraphBuilder
|
||
|
|
:members:
|
||
|
|
:exclude-members: component_inputs, component_outputs
|
||
|
|
|
||
|
|
Neo4jChunkReader
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.neo4j_reader.Neo4jChunkReader
|
||
|
|
:members:
|
||
|
|
:exclude-members: component_inputs, component_outputs
|
||
|
|
|
||
|
|
SchemaBuilder
|
||
|
|
=============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.schema.SchemaBuilder
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
SchemaFromTextExtractor
|
||
|
|
-----------------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.schema.SchemaFromTextExtractor
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
schema_visualization
|
||
|
|
--------------------
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.experimental.utils.schema.schema_visualization
|
||
|
|
|
||
|
|
|
||
|
|
EntityRelationExtractor
|
||
|
|
=======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.entity_relation_extractor.EntityRelationExtractor
|
||
|
|
:members:
|
||
|
|
:exclude-members: component_inputs, component_outputs
|
||
|
|
|
||
|
|
LLMEntityRelationExtractor
|
||
|
|
==========================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.entity_relation_extractor.LLMEntityRelationExtractor
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
KGWriter
|
||
|
|
========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.kg_writer.KGWriter
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
Neo4jWriter
|
||
|
|
===========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.kg_writer.Neo4jWriter
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
SinglePropertyExactMatchResolver
|
||
|
|
================================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.resolver.SinglePropertyExactMatchResolver
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
SpaCySemanticMatchResolver
|
||
|
|
==========================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.resolver.SpaCySemanticMatchResolver
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
FuzzyMatchResolver
|
||
|
|
==================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.components.resolver.FuzzyMatchResolver
|
||
|
|
:members: run
|
||
|
|
|
||
|
|
.. _pipeline-section:
|
||
|
|
|
||
|
|
*********
|
||
|
|
Pipelines
|
||
|
|
*********
|
||
|
|
|
||
|
|
Pipeline
|
||
|
|
========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.Pipeline
|
||
|
|
:members: run, add_component, connect, draw
|
||
|
|
|
||
|
|
SimpleKGPipeline
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.kg_builder.SimpleKGPipeline
|
||
|
|
:members: run_async
|
||
|
|
|
||
|
|
|
||
|
|
************
|
||
|
|
Config files
|
||
|
|
************
|
||
|
|
|
||
|
|
|
||
|
|
SimpleKGPipelineConfig
|
||
|
|
======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.config.template_pipeline.simple_kg_builder.SimpleKGPipelineConfig
|
||
|
|
|
||
|
|
|
||
|
|
PipelineRunner
|
||
|
|
==============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.config.runner.PipelineRunner
|
||
|
|
|
||
|
|
|
||
|
|
.. _retrievers-section:
|
||
|
|
|
||
|
|
**********
|
||
|
|
Retrievers
|
||
|
|
**********
|
||
|
|
|
||
|
|
RetrieverInterface
|
||
|
|
==================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.base.Retriever
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
VectorRetriever
|
||
|
|
===============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.VectorRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
VectorCypherRetriever
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.VectorCypherRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
HybridRetriever
|
||
|
|
===============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.HybridRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
HybridCypherRetriever
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.HybridCypherRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
Text2CypherRetriever
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.Text2CypherRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
ToolsRetriever
|
||
|
|
==============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.ToolsRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
*******************
|
||
|
|
External Retrievers
|
||
|
|
*******************
|
||
|
|
|
||
|
|
This section includes retrievers that integrate with databases external to Neo4j.
|
||
|
|
|
||
|
|
|
||
|
|
WeaviateNeo4jRetriever
|
||
|
|
======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.external.weaviate.weaviate.WeaviateNeo4jRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
PineconeNeo4jRetriever
|
||
|
|
======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.external.pinecone.pinecone.PineconeNeo4jRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
QdrantNeo4jRetriever
|
||
|
|
====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.retrievers.external.qdrant.qdrant.QdrantNeo4jRetriever
|
||
|
|
:members: search
|
||
|
|
|
||
|
|
|
||
|
|
********
|
||
|
|
Embedder
|
||
|
|
********
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.base.Embedder
|
||
|
|
:members:
|
||
|
|
|
||
|
|
SentenceTransformerEmbeddings
|
||
|
|
=============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.sentence_transformers.SentenceTransformerEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
OpenAIEmbeddings
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.openai.OpenAIEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
AzureOpenAIEmbeddings
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.openai.AzureOpenAIEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
OllamaEmbeddings
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.ollama.OllamaEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
VertexAIEmbeddings
|
||
|
|
==================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.vertexai.VertexAIEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
MistralAIEmbeddings
|
||
|
|
===================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.mistral.MistralAIEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
BedrockEmbeddings
|
||
|
|
=================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.bedrock.BedrockEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
CohereEmbeddings
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.embeddings.cohere.CohereEmbeddings
|
||
|
|
:members:
|
||
|
|
|
||
|
|
**********
|
||
|
|
Generation
|
||
|
|
**********
|
||
|
|
|
||
|
|
LLM
|
||
|
|
===
|
||
|
|
|
||
|
|
LLMInterface
|
||
|
|
------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.LLMInterface
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
LLMBase
|
||
|
|
-------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.LLMBase
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
OpenAILLM
|
||
|
|
---------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.openai_llm.OpenAILLM
|
||
|
|
:members:
|
||
|
|
:undoc-members: get_messages, client_class, async_client_class
|
||
|
|
|
||
|
|
|
||
|
|
AzureOpenAILLM
|
||
|
|
--------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.openai_llm.AzureOpenAILLM
|
||
|
|
:members:
|
||
|
|
:undoc-members: get_messages, client_class, async_client_class
|
||
|
|
|
||
|
|
OllamaLLM
|
||
|
|
---------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.ollama_llm.OllamaLLM
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
VertexAILLM
|
||
|
|
-----------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.vertexai_llm.VertexAILLM
|
||
|
|
:members:
|
||
|
|
|
||
|
|
AnthropicLLM
|
||
|
|
------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.anthropic_llm.AnthropicLLM
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
BedrockLLM
|
||
|
|
----------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.bedrock_llm.BedrockLLM
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
CohereLLM
|
||
|
|
---------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.cohere_llm.CohereLLM
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
MistralAILLM
|
||
|
|
------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.llm.mistralai_llm.MistralAILLM
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
Rate Limiting
|
||
|
|
=============
|
||
|
|
|
||
|
|
RateLimitHandler
|
||
|
|
----------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.utils.rate_limit.RateLimitHandler
|
||
|
|
:members:
|
||
|
|
|
||
|
|
RetryRateLimitHandler
|
||
|
|
---------------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.utils.rate_limit.RetryRateLimitHandler
|
||
|
|
:members:
|
||
|
|
|
||
|
|
NoOpRateLimitHandler
|
||
|
|
--------------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.utils.rate_limit.NoOpRateLimitHandler
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
PromptTemplate
|
||
|
|
==============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.generation.prompts.PromptTemplate
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
RagTemplate
|
||
|
|
-----------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.generation.prompts.RagTemplate
|
||
|
|
:members:
|
||
|
|
:exclude-members: format
|
||
|
|
|
||
|
|
ERExtractionTemplate
|
||
|
|
--------------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.generation.prompts.ERExtractionTemplate
|
||
|
|
:members:
|
||
|
|
:exclude-members: format
|
||
|
|
|
||
|
|
SchemaExtractionTemplate
|
||
|
|
------------------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.generation.prompts.SchemaExtractionTemplate
|
||
|
|
:members:
|
||
|
|
:exclude-members: format
|
||
|
|
|
||
|
|
Text2CypherTemplate
|
||
|
|
--------------------
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.generation.prompts.Text2CypherTemplate
|
||
|
|
:members:
|
||
|
|
:exclude-members: format
|
||
|
|
|
||
|
|
|
||
|
|
****
|
||
|
|
RAG
|
||
|
|
****
|
||
|
|
|
||
|
|
GraphRAG
|
||
|
|
========
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.generation.graphrag.GraphRAG
|
||
|
|
:members:
|
||
|
|
|
||
|
|
|
||
|
|
.. _database-interaction-section:
|
||
|
|
|
||
|
|
********************
|
||
|
|
Database Interaction
|
||
|
|
********************
|
||
|
|
|
||
|
|
.. _create-vector-index:
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.create_vector_index
|
||
|
|
|
||
|
|
.. _create-fulltext-index:
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.create_fulltext_index
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.drop_index_if_exists
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.upsert_vectors
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.upsert_vector
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.upsert_vector_on_relationship
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.async_upsert_vector
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.async_upsert_vector_on_relationship
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.retrieve_vector_index_info
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.indexes.retrieve_fulltext_index_info
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.schema.get_structured_schema
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.schema.get_schema
|
||
|
|
|
||
|
|
.. autofunction:: neo4j_graphrag.schema.format_schema
|
||
|
|
|
||
|
|
|
||
|
|
***************
|
||
|
|
Message History
|
||
|
|
***************
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.message_history.InMemoryMessageHistory
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.message_history.Neo4jMessageHistory
|
||
|
|
|
||
|
|
|
||
|
|
******
|
||
|
|
Errors
|
||
|
|
******
|
||
|
|
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.Neo4jGraphRagError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.RetrieverInitializationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.EmbeddingsGenerationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.SearchValidationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.FilterValidationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.EmbeddingRequiredError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.InvalidRetrieverResultError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.Neo4jIndexError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.Neo4jVersionError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.Text2CypherRetrievalError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.SchemaFetchError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.RagInitializationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.PromptMissingInputError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.LLMGenerationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.RateLimitError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.SchemaValidationError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.PdfLoaderError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.PromptMissingPlaceholderError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.InvalidHybridSearchRankerError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.exceptions.SearchQueryParseError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.experimental.pipeline.exceptions.PipelineDefinitionError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.experimental.pipeline.exceptions.PipelineMissingDependencyError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.experimental.pipeline.exceptions.PipelineStatusUpdateError`
|
||
|
|
|
||
|
|
* :class:`neo4j_graphrag.experimental.pipeline.exceptions.InvalidJSONError`
|
||
|
|
|
||
|
|
|
||
|
|
Neo4jGraphRagError
|
||
|
|
==================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.Neo4jGraphRagError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
RetrieverInitializationError
|
||
|
|
============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.RetrieverInitializationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
SearchValidationError
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.SearchValidationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
FilterValidationError
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.FilterValidationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
EmbeddingsGenerationError
|
||
|
|
=========================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.EmbeddingsGenerationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
EmbeddingRequiredError
|
||
|
|
======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.EmbeddingRequiredError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
InvalidRetrieverResultError
|
||
|
|
===========================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.InvalidRetrieverResultError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
Neo4jIndexError
|
||
|
|
===============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.Neo4jIndexError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
Neo4jInsertionError
|
||
|
|
===================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.Neo4jInsertionError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
Neo4jVersionError
|
||
|
|
=================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.Neo4jVersionError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
Text2CypherRetrievalError
|
||
|
|
=========================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.Text2CypherRetrievalError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
SchemaFetchError
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.SchemaFetchError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
RagInitializationError
|
||
|
|
======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.RagInitializationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
PromptMissingInputError
|
||
|
|
=======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.PromptMissingInputError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
LLMGenerationError
|
||
|
|
==================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.LLMGenerationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
RateLimitError
|
||
|
|
==============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.RateLimitError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
SchemaValidationError
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.SchemaValidationError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
PdfLoaderError
|
||
|
|
==============
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.PdfLoaderError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
PromptMissingPlaceholderError
|
||
|
|
=============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.PromptMissingPlaceholderError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
InvalidHybridSearchRankerError
|
||
|
|
==============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.InvalidHybridSearchRankerError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
SearchQueryParseError
|
||
|
|
=====================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.exceptions.SearchQueryParseError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
PipelineDefinitionError
|
||
|
|
=======================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.exceptions.PipelineDefinitionError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
PipelineMissingDependencyError
|
||
|
|
==============================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.exceptions.PipelineMissingDependencyError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
PipelineStatusUpdateError
|
||
|
|
=========================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.exceptions.PipelineStatusUpdateError
|
||
|
|
:show-inheritance:
|
||
|
|
|
||
|
|
|
||
|
|
InvalidJSONError
|
||
|
|
================
|
||
|
|
|
||
|
|
.. autoclass:: neo4j_graphrag.experimental.pipeline.exceptions.InvalidJSONError
|
||
|
|
:show-inheritance:
|