Moves the KG builder code to the experimental folder

docs/source/api.rst

@@ -12,55 +12,55 @@ Components
 KGWriter
 ========
 
-.. autoclass:: neo4j_genai.components.kg_writer.KGWriter
+.. autoclass:: neo4j_genai.experimental.components.kg_writer.KGWriter
     :members: run
 
 Neo4jWriter
 ===========
 
-.. autoclass:: neo4j_genai.components.kg_writer.Neo4jWriter
+.. autoclass:: neo4j_genai.experimental.components.kg_writer.Neo4jWriter
     :members: run
 
 TextSplitter
 ============
 
-.. autoclass:: neo4j_genai.components.text_splitters.base.TextSplitter
+.. autoclass:: neo4j_genai.experimental.components.text_splitters.base.TextSplitter
     :members: run
 
 LangChainTextSplitterAdapter
 ============================
 
-.. autoclass:: neo4j_genai.components.text_splitters.langchain.LangChainTextSplitterAdapter
+.. autoclass:: neo4j_genai.experimental.components.text_splitters.langchain.LangChainTextSplitterAdapter
     :members: run
 
 LlamaIndexTextSplitterAdapter
 =============================
 
-.. autoclass:: neo4j_genai.components.text_splitters.llamaindex.LlamaIndexTextSplitterAdapter
+.. autoclass:: neo4j_genai.experimental.components.text_splitters.llamaindex.LlamaIndexTextSplitterAdapter
     :members: run
 
 TextChunkEmbedder
 =================
 
-.. autoclass:: neo4j_genai.components.embedder.TextChunkEmbedder
+.. autoclass:: neo4j_genai.experimental.components.embedder.TextChunkEmbedder
     :members: run
 
 SchemaBuilder
 =============
 
-.. autoclass:: neo4j_genai.components.schema.SchemaBuilder
+.. autoclass:: neo4j_genai.experimental.components.schema.SchemaBuilder
     :members: run
 
 EntityRelationExtractor
 =======================
 
-.. autoclass:: neo4j_genai.components.entity_relation_extractor.EntityRelationExtractor
+.. autoclass:: neo4j_genai.experimental.components.entity_relation_extractor.EntityRelationExtractor
     :members: run
 
 LLMEntityRelationExtractor
 ==========================
 
-.. autoclass:: neo4j_genai.components.entity_relation_extractor.LLMEntityRelationExtractor
+.. autoclass:: neo4j_genai.experimental.components.entity_relation_extractor.LLMEntityRelationExtractor
     :members: run
 
 .. _retrievers-section:
@@ -219,11 +219,11 @@ Errors
 
   * :class:`neo4j_genai.exceptions.LLMGenerationError`
 
-  * :class:`neo4j_genai.pipeline.exceptions.PipelineDefinitionError`
+  * :class:`neo4j_genai.experimental.pipeline.exceptions.PipelineDefinitionError`
 
-  * :class:`neo4j_genai.pipeline.exceptions.PipelineMissingDependencyError`
+  * :class:`neo4j_genai.experimental.pipeline.exceptions.PipelineMissingDependencyError`
 
-  * :class:`neo4j_genai.pipeline.exceptions.PipelineStatusUpdateError`
+  * :class:`neo4j_genai.experimental.pipeline.exceptions.PipelineStatusUpdateError`
 
 
 Neo4jGenAiError
@@ -327,19 +327,19 @@ LLMGenerationError
 PipelineDefinitionError
 =======================
 
-.. autoclass:: neo4j_genai.pipeline.exceptions.PipelineDefinitionError
+.. autoclass:: neo4j_genai.experimental.pipeline.exceptions.PipelineDefinitionError
    :show-inheritance:
 
 
 PipelineMissingDependencyError
 ==============================
 
-.. autoclass:: neo4j_genai.pipeline.exceptions.PipelineMissingDependencyError
+.. autoclass:: neo4j_genai.experimental.pipeline.exceptions.PipelineMissingDependencyError
    :show-inheritance:
 
 
 PipelineStatusUpdateError
 =========================
 
-.. autoclass:: neo4j_genai.pipeline.exceptions.PipelineStatusUpdateError
+.. autoclass:: neo4j_genai.experimental.pipeline.exceptions.PipelineStatusUpdateError
    :show-inheritance:

docs/source/types.rst

@@ -36,49 +36,49 @@ RagResultModel
 TextChunk
 =========
 
-.. autoclass:: neo4j_genai.components.types.TextChunk
+.. autoclass:: neo4j_genai.experimental.components.types.TextChunk
 
 TextChunks
 ==========
 
-.. autoclass:: neo4j_genai.components.types.TextChunks
+.. autoclass:: neo4j_genai.experimental.components.types.TextChunks
 
 Neo4jNode
 =========
 
-.. autoclass:: neo4j_genai.components.types.Neo4jNode
+.. autoclass:: neo4j_genai.experimental.components.types.Neo4jNode
 
 Neo4jRelationship
 =================
 
-.. autoclass:: neo4j_genai.components.types.Neo4jRelationship
+.. autoclass:: neo4j_genai.experimental.components.types.Neo4jRelationship
 
 Neo4jGraph
 ==========
 
-.. autoclass:: neo4j_genai.components.types.Neo4jGraph
+.. autoclass:: neo4j_genai.experimental.components.types.Neo4jGraph
 
 KGWriterModel
 =============
 
-.. autoclass:: neo4j_genai.components.kg_writer.KGWriterModel
+.. autoclass:: neo4j_genai.experimental.components.kg_writer.KGWriterModel
 
 SchemaProperty
 ==============
 
-.. autoclass:: neo4j_genai.components.schema.SchemaProperty
+.. autoclass:: neo4j_genai.experimental.components.schema.SchemaProperty
 
 SchemaEntity
 ============
 
-.. autoclass:: neo4j_genai.components.schema.SchemaEntity
+.. autoclass:: neo4j_genai.experimental.components.schema.SchemaEntity
 
 SchemaRelation
 ==============
 
-.. autoclass:: neo4j_genai.components.schema.SchemaEntity
+.. autoclass:: neo4j_genai.experimental.components.schema.SchemaEntity
 
 SchemaConfig
 ============
 
-.. autoclass:: neo4j_genai.components.schema.SchemaConfig
+.. autoclass:: neo4j_genai.experimental.components.schema.SchemaConfig

docs/source/user_guide_pipeline.rst

@@ -19,8 +19,8 @@ such as chunking documents or saving results to Neo4j.
 This package includes a few default components, but developers can create
 their own by following these steps:
 
-1. Create a subclass of the Pydantic `neo4j_genai.pipeline.DataModel` to represent the data being returned by the component
-2. Create a subclass of `neo4j_genai.pipeline.Component`
+1. Create a subclass of the Pydantic `neo4j_genai.experimental.pipeline.DataModel` to represent the data being returned by the component
+2. Create a subclass of `neo4j_genai.experimental.pipeline.Component`
 3. Create a run method in this new class and specify the required inputs and output model using the just created `DataModel`
 4. Implement the run method: it's an `async` method, allowing tasks to be parallelized and awaited within this method.
 
@@ -29,7 +29,7 @@ the resulting sum:
 
 .. code:: python
 
-    from neo4j_genai.pipeline import Component, DataModel
+    from neo4j_genai.experimental.pipeline import Component, DataModel
 
     class IntResultModel(DataModel):
         result: int
@@ -53,7 +53,7 @@ Here's how to create a simple pipeline and propagate results from one component
 .. code:: python
 
     import asyncio
-    from neo4j_genai.pipeline import Pipeline
+    from neo4j_genai.experimental.pipeline import Pipeline
 
     pipe = Pipeline()
     pipe.add_component("a", ComponentAdd())

examples/pipeline/kg_builder.py

@@ -20,22 +20,24 @@
 
 import neo4j
 from langchain_text_splitters import CharacterTextSplitter
-from neo4j_genai.components.embedder import TextChunkEmbedder
-from neo4j_genai.components.entity_relation_extractor import (
+from neo4j_genai.embeddings.openai import OpenAIEmbeddings
+from neo4j_genai.experimental.components.embedder import TextChunkEmbedder
+from neo4j_genai.experimental.components.entity_relation_extractor import (
     LLMEntityRelationExtractor,
     OnError,
 )
-from neo4j_genai.components.kg_writer import Neo4jWriter
-from neo4j_genai.components.schema import (
+from neo4j_genai.experimental.components.kg_writer import Neo4jWriter
+from neo4j_genai.experimental.components.schema import (
     SchemaBuilder,
     SchemaEntity,
     SchemaProperty,
     SchemaRelation,
 )
-from neo4j_genai.components.text_splitters.langchain import LangChainTextSplitterAdapter
-from neo4j_genai.embeddings.openai import OpenAIEmbeddings
+from neo4j_genai.experimental.components.text_splitters.langchain import (
+    LangChainTextSplitterAdapter,
+)
+from neo4j_genai.experimental.pipeline import Pipeline
 from neo4j_genai.llm import OpenAILLM
-from neo4j_genai.pipeline import Pipeline
 
 # set log level to DEBUG for all neo4j_genai.* loggers
 logging.config.dictConfig(

examples/pipeline/kg_builder_with_schema.py

@@ -18,12 +18,12 @@
 import logging
 from typing import Any
 
-from neo4j_genai.components.schema import (
+from neo4j_genai.experimental.components.schema import (
     SchemaBuilder,
     SchemaEntity,
     SchemaRelation,
 )
-from neo4j_genai.pipeline import Component, DataModel
+from neo4j_genai.experimental.pipeline import Component, DataModel
 from pydantic import BaseModel, validate_call
 
 logging.basicConfig(level=logging.DEBUG)
@@ -87,7 +87,7 @@ async def run(self, graph: Neo4jGraph) -> WriterModel:
 
 
 if __name__ == "__main__":
-    from neo4j_genai.pipeline import Pipeline
+    from neo4j_genai.experimental.pipeline import Pipeline
 
     # Instantiate Entity and Relation objects
     entities = [

examples/pipeline/rag.py

@@ -24,11 +24,15 @@
 
 import neo4j
 from neo4j_genai.embeddings.openai import OpenAIEmbeddings
+from neo4j_genai.experimental.pipeline import Component, Pipeline
+from neo4j_genai.experimental.pipeline.component import DataModel
+from neo4j_genai.experimental.pipeline.types import (
+    ComponentConfig,
+    ConnectionConfig,
+    PipelineConfig,
+)
 from neo4j_genai.generation import PromptTemplate, RagTemplate
 from neo4j_genai.llm import LLMInterface, OpenAILLM
-from neo4j_genai.pipeline import Component, Pipeline
-from neo4j_genai.pipeline.component import DataModel
-from neo4j_genai.pipeline.types import ComponentConfig, ConnectionConfig, PipelineConfig
 from neo4j_genai.retrievers import VectorRetriever
 from neo4j_genai.retrievers.base import Retriever
 

src/neo4j_genai/components/embedder.py → src/neo4j_genai/experimental/components/embedder.py

@@ -14,9 +14,9 @@
 #  limitations under the License.
 from pydantic import validate_call
 
-from neo4j_genai.components.types import TextChunk, TextChunks
 from neo4j_genai.embedder import Embedder
-from neo4j_genai.pipeline.component import Component
+from neo4j_genai.experimental.components.types import TextChunk, TextChunks
+from neo4j_genai.experimental.pipeline.component import Component
 
 
 class TextChunkEmbedder(Component):
@@ -29,9 +29,9 @@ class TextChunkEmbedder(Component):
 
     .. code-block:: python
 
-        from neo4j_genai.components.embedder import TextChunkEmbedder
+        from neo4j_genai.experimental.components.embedder import TextChunkEmbedder
         from neo4j_genai.embeddings.openai import OpenAIEmbeddings
-        from neo4j_genai.pipeline import Pipeline
+        from neo4j_genai.experimental.pipeline import Pipeline
 
         embedder = OpenAIEmbeddings(model="text-embedding-3-large")
         chunk_embedder = TextChunkEmbedder(embedder)

src/neo4j_genai/components/entity_relation_extractor.py → src/neo4j_genai/experimental/components/entity_relation_extractor.py

@@ -24,18 +24,18 @@
 
 from pydantic import ValidationError, validate_call
 
-from neo4j_genai.components.schema import SchemaConfig
-from neo4j_genai.components.types import (
+from neo4j_genai.exceptions import LLMGenerationError
+from neo4j_genai.experimental.components.schema import SchemaConfig
+from neo4j_genai.experimental.components.types import (
     Neo4jGraph,
     Neo4jNode,
     Neo4jRelationship,
     TextChunk,
     TextChunks,
 )
-from neo4j_genai.exceptions import LLMGenerationError
+from neo4j_genai.experimental.pipeline.component import Component
 from neo4j_genai.generation.prompts import ERExtractionTemplate, PromptTemplate
 from neo4j_genai.llm import LLMInterface
-from neo4j_genai.pipeline.component import Component
 
 logger = logging.getLogger(__name__)
 
@@ -163,9 +163,9 @@ class LLMEntityRelationExtractor(EntityRelationExtractor):
 
     .. code-block:: python
 
-        from neo4j_genai.components.entity_relation_extractor import LLMEntityRelationExtractor
+        from neo4j_genai.experimental.components.entity_relation_extractor import LLMEntityRelationExtractor
         from neo4j_genai.llm import OpenAILLM
-        from neo4j_genai.pipeline import Pipeline
+        from neo4j_genai.experimental.pipeline import Pipeline
 
         llm = OpenAILLM(model_name="gpt-4o", model_params={"temperature": 0, "response_format": {"type": "object"}})
 

src/neo4j_genai/components/kg_writer.py → src/neo4j_genai/experimental/components/kg_writer.py

@@ -21,10 +21,14 @@
 import neo4j
 from pydantic import validate_call
 
-from neo4j_genai.components.types import Neo4jGraph, Neo4jNode, Neo4jRelationship
+from neo4j_genai.experimental.components.types import (
+    Neo4jGraph,
+    Neo4jNode,
+    Neo4jRelationship,
+)
+from neo4j_genai.experimental.pipeline.component import Component, DataModel
 from neo4j_genai.indexes import upsert_vector, upsert_vector_on_relationship
 from neo4j_genai.neo4j_queries import UPSERT_NODE_QUERY, UPSERT_RELATIONSHIP_QUERY
-from neo4j_genai.pipeline.component import Component, DataModel
 
 logger = logging.getLogger(__name__)
 
@@ -66,8 +70,8 @@ class Neo4jWriter(KGWriter):
     .. code-block:: python
 
         from neo4j import GraphDatabase
-        from neo4j_genai.components.kg_writer import Neo4jWriter
-        from neo4j_genai.pipeline import Pipeline
+        from neo4j_genai.experimental.components.kg_writer import Neo4jWriter
+        from neo4j_genai.experimental.pipeline import Pipeline
 
         URI = "neo4j://localhost:7687"
         AUTH = ("neo4j", "password")

src/neo4j_genai/components/schema.py → src/neo4j_genai/experimental/components/schema.py

@@ -19,7 +19,7 @@
 from pydantic import BaseModel, ValidationError, model_validator, validate_call
 
 from neo4j_genai.exceptions import SchemaValidationError
-from neo4j_genai.pipeline import Component, DataModel
+from neo4j_genai.experimental.pipeline import Component, DataModel
 
 
 class SchemaProperty(BaseModel):
@@ -107,13 +107,13 @@ class SchemaBuilder(Component):
 
     .. code-block:: python
 
-        from neo4j_genai.components.schema import (
+        from neo4j_genai.experimental.components.schema import (
             SchemaBuilder,
             SchemaEntity,
             SchemaProperty,
             SchemaRelation,
         )
-        from neo4j_genai.pipeline import Pipeline
+        from neo4j_genai.experimental.pipeline import Pipeline
 
         entities = [
             SchemaEntity(

src/neo4j_genai/components/text_splitters/base.py → src/neo4j_genai/experimental/components/text_splitters/base.py

@@ -16,8 +16,8 @@
 
 from abc import abstractmethod
 
-from neo4j_genai.components.types import TextChunks
-from neo4j_genai.pipeline.component import Component
+from neo4j_genai.experimental.components.types import TextChunks
+from neo4j_genai.experimental.pipeline.component import Component
 
 
 class TextSplitter(Component):