unstructured/test_unstructured_ingest/src/local-embed-octoai.sh
Ahmet Melek d46792214a
feat: add vertexai embeddings (#2693)
This PR:
- Adds VertexAI embeddings as an embedding provider

Testing
- Tested with pinecone destination connector on
[this](https://github.com/Unstructured-IO/unstructured/actions/runs/8429035114/job/23082700074?pr=2693)
job run.

---------

Co-authored-by: Matt Robinson <mrobinson@unstructuredai.io>
Co-authored-by: Matt Robinson <mrobinson@unstructured.io>
2024-03-28 21:15:36 +00:00

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#!/usr/bin/env bash
set -e
SRC_PATH=$(dirname "$(realpath "$0")")
SCRIPT_DIR=$(dirname "$SRC_PATH")
cd "$SCRIPT_DIR"/.. || exit 1
OUTPUT_FOLDER_NAME=embed-octoai
OUTPUT_ROOT=${OUTPUT_ROOT:-$SCRIPT_DIR}
OUTPUT_DIR=$OUTPUT_ROOT/structured-output/$OUTPUT_FOLDER_NAME
WORK_DIR=$OUTPUT_ROOT/workdir/$OUTPUT_FOLDER_NAME
max_processes=${MAX_PROCESSES:=$(python3 -c "import os; print(os.cpu_count())")}
OCTOAI_API_KEY=${OCTOAI_API_KEY:-$OCTOAI_API_KEY}
# shellcheck disable=SC1091
source "$SCRIPT_DIR"/cleanup.sh
function cleanup() {
cleanup_dir "$OUTPUT_DIR"
cleanup_dir "$WORK_DIR"
}
trap cleanup EXIT
RUN_SCRIPT=${RUN_SCRIPT:-./unstructured/ingest/main.py}
PYTHONPATH=${PYTHONPATH:-.} "$RUN_SCRIPT" \
local \
--num-processes "$max_processes" \
--metadata-exclude coordinates,filename,file_directory,metadata.data_source.date_created,metadata.data_source.date_modified,metadata.data_source.date_processed,metadata.last_modified,metadata.detection_class_prob,metadata.parent_id,metadata.category_depth \
--output-dir "$OUTPUT_DIR" \
--verbose \
--reprocess \
--input-path example-docs/book-war-and-peace-1p.txt \
--work-dir "$WORK_DIR" \
--embedding-provider "octoai" \
--embedding-api-key "$OCTOAI_API_KEY"
set +e
"$SCRIPT_DIR"/check-diff-expected-output.sh $OUTPUT_FOLDER_NAME
"$SCRIPT_DIR"/evaluation-ingest-cp.sh "$OUTPUT_DIR" "$OUTPUT_FOLDER_NAME"