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53 lines
1.5 KiB
Python
53 lines
1.5 KiB
Python
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from unstructured.ingest.connector.local import SimpleLocalConfig
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from unstructured.ingest.connector.weaviate import (
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SimpleWeaviateConfig,
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WeaviateAccessConfig,
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WeaviateWriteConfig,
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)
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from unstructured.ingest.interfaces import (
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ChunkingConfig,
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EmbeddingConfig,
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PartitionConfig,
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ProcessorConfig,
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ReadConfig,
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)
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from unstructured.ingest.runner import LocalRunner
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from unstructured.ingest.runner.writers.base_writer import Writer
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from unstructured.ingest.runner.writers.weaviate import (
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WeaviateWriter,
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)
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def get_writer() -> Writer:
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return WeaviateWriter(
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connector_config=SimpleWeaviateConfig(
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access_config=WeaviateAccessConfig(),
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host_url="http://localhost:8080",
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class_name="elements",
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),
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write_config=WeaviateWriteConfig(),
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)
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if __name__ == "__main__":
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writer = get_writer()
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runner = LocalRunner(
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processor_config=ProcessorConfig(
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verbose=True,
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output_dir="local-output-to-weaviate",
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num_processes=2,
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),
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connector_config=SimpleLocalConfig(
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input_path="example-docs/book-war-and-peace-1225p.txt",
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),
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read_config=ReadConfig(),
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partition_config=PartitionConfig(),
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chunking_config=ChunkingConfig(chunk_elements=True),
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embedding_config=EmbeddingConfig(
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provider="langchain-huggingface",
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),
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writer=writer,
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writer_kwargs={},
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)
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runner.run()
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