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Closes #1781. - Adds a Weaviate destination connector - The connector receives a host for the weaviate instance and a weaviate class name. - Defines a weaviate schema for json elements. - Defines the pre-processing to conform unstructured's schema to the proposed weaviate schema.
27 lines
879 B
Bash
27 lines
879 B
Bash
#!/usr/bin/env bash
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# Uploads the structured output of the files within the given S3 path to a Weaviate index.
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# Structured outputs are stored in s3-small-batch-output-to-weaviate/
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SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )
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cd "$SCRIPT_DIR"/../../.. || exit 1
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PYTHONPATH=. ./unstructured/ingest/main.py \
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local \
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--num-processes 2 \
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--output-dir weaviate-output \
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--strategy fast \
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--verbose \
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--reprocess \
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--input-path example-docs/book-war-and-peace-1225p.txt \
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--work-dir weaviate-work-dir \
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--chunk-elements \
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--chunk-new-after-n-chars 2500\
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--chunk-multipage-sections \
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--embedding-provider "langchain-huggingface" \
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weaviate \
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--host-url http://localhost:8080 \
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--class-name elements \
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--batch-size 100
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