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d7f4c24e21
To test: cd docs && make HTML changelogs: point main readme to the correct connector html page point chroma docs to correct sample code --------- Co-authored-by: potter-potter <david.potter@gmail.com>
56 lines
1.5 KiB
Python
56 lines
1.5 KiB
Python
from unstructured.ingest.connector.chroma import (
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ChromaAccessConfig,
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ChromaWriteConfig,
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SimpleChromaConfig,
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)
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from unstructured.ingest.connector.local import SimpleLocalConfig
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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.chroma import (
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ChromaWriter,
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)
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def get_writer() -> Writer:
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return ChromaWriter(
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connector_config=SimpleChromaConfig(
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access_config=ChromaAccessConfig(),
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host="localhost",
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port=8000,
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collection_name="elements",
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tenant="default_tenant",
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database="default_database",
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),
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write_config=ChromaWriteConfig(),
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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-chroma",
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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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