From 4ff6a5b78e6071bc0b4f1acb9f3f829522418f88 Mon Sep 17 00:00:00 2001 From: Roman Isecke <136338424+rbiseck3@users.noreply.github.com> Date: Thu, 21 Mar 2024 14:21:04 -0400 Subject: [PATCH] Roman/bugfix support bedrock embeddings (#2650) ### Description This PR resolved the following open issue: [bug/bedrock-encoder-not-supported-in-ingest](https://github.com/Unstructured-IO/unstructured/issues/2319). To do so, the following changes were made: * All aws configs were added as input parameters to the CLI * These were mapped to the bedrock embedder when an embedder is generated via `get_embedder` * An ingest test was added to call the aws bedrock service * Requirements for boto were bumped because the first version to introduce the bedrock runtime, which is required to hit the bedrock service, was introduced in version `1.34.63`, which was ahead of the version of boto pinned. --------- Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com> Co-authored-by: rbiseck3 --- .pre-commit-config.yaml | 4 +- CHANGELOG.md | 2 + Makefile | 4 +- requirements/constraints.in | 4 - requirements/ingest/embed-aws-bedrock.txt | 62 +- requirements/ingest/s3.txt | 27 +- .../book-war-and-peace-1p.txt.json | 20243 ++++++++++++++++ .../src/local-embed-bedrock.sh | 40 + test_unstructured_ingest/test-ingest-src.sh | 1 + unstructured/ingest/cli/interfaces.py | 18 + unstructured/ingest/interfaces.py | 13 + 11 files changed, 20363 insertions(+), 55 deletions(-) create mode 100644 test_unstructured_ingest/expected-structured-output/embed-bedrock/book-war-and-peace-1p.txt.json create mode 100755 test_unstructured_ingest/src/local-embed-bedrock.sh diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 4c7da908ca..54a1200f08 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -14,7 +14,7 @@ repos: - id: mixed-line-ending - repo: https://github.com/psf/black - rev: 22.10.0 + rev: 24.2.0 hooks: - id: black args: ["--line-length=100"] @@ -28,7 +28,7 @@ repos: ["--fix"] - repo: https://github.com/pycqa/flake8 - rev: 4.0.1 + rev: 7.0.0 hooks: - id: flake8 language_version: python3 diff --git a/CHANGELOG.md b/CHANGELOG.md index f26b6bd238..d5e7e796a9 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,6 +15,8 @@ * **Clarify IAM Role Requirement for GCS Platform Connectors**. The GCS Source Connector requires Storage Object Viewer and GCS Destination Connector requires Storage Object Creator IAM roles. * **Fix OneDrive dates with inconsistent formatting** Adds logic to conditionally support dates returned by office365 that may vary in date formatting or may be a datetime rather than a string. See previous fix for SharePoint * **Adds tracking for AstraDB** Adds tracking info so AstraDB can see what source called their api. +* **Support AWS Bedrock Embeddings in ingest CLI** The configs required to instantiate the bedrock embedding class are now exposed in the api and the version of boto being used meets the minimum requirement to introduce the bedrock runtime required to hit the service. +>>>>>>> 6a63c941c (bump changelog) ## 0.12.6 diff --git a/Makefile b/Makefile index 81fc9d4b2d..23396b9fcf 100644 --- a/Makefile +++ b/Makefile @@ -383,7 +383,7 @@ check-shfmt: .PHONY: check-black check-black: - black . --check + black . --check --line-length=100 .PHONY: check-flake8 check-flake8: @@ -429,7 +429,7 @@ tidy-shell: tidy-python: ruff . --fix-only || true autoflake --in-place . - black . + black --line-length=100 . ## version-sync: update __version__.py with most recent version from CHANGELOG.md .PHONY: version-sync diff --git a/requirements/constraints.in b/requirements/constraints.in index f618cc1a9d..083ccd37ea 100644 --- a/requirements/constraints.in +++ b/requirements/constraints.in @@ -3,10 +3,6 @@ # extras. Putting a dependency here will only affect dependency sets that contain them -- in other # words, if something does not require a constraint, it will not be installed. #################################################################################################### -# NOTE(alan): Pinning to avoid conflicts with downstream ingest-s3 -urllib3<1.27, >=1.25.4 -boto3<1.28.18 -botocore<1.31.18 # consistency with local-inference-pin protobuf<4.24 # NOTE(robinson) - Required pins for security scans diff --git a/requirements/ingest/embed-aws-bedrock.txt b/requirements/ingest/embed-aws-bedrock.txt index fc69933afc..39aa9f7bef 100644 --- a/requirements/ingest/embed-aws-bedrock.txt +++ b/requirements/ingest/embed-aws-bedrock.txt @@ -2,7 +2,7 @@ # This file is autogenerated by pip-compile with Python 3.9 # by the following command: # -# pip-compile --output-file=ingest/embed-aws-bedrock.txt ingest/embed-aws-bedrock.in +# pip-compile embed-aws-bedrock.in # aiohttp==3.9.3 # via langchain-community @@ -10,33 +10,30 @@ aiosignal==1.3.1 # via aiohttp anyio==3.7.1 # via - # -c ingest/../constraints.in + # -c ../constraints.in # langchain-core async-timeout==4.0.3 # via aiohttp attrs==23.2.0 # via aiohttp -boto3==1.28.17 +boto3==1.34.63 + # via -r embed-aws-bedrock.in +botocore==1.34.63 # via - # -c ingest/../constraints.in - # -r ingest/embed-aws-bedrock.in -botocore==1.31.17 - # via - # -c ingest/../constraints.in # boto3 # s3transfer certifi==2024.2.2 # via - # -c ingest/../base.txt - # -c ingest/../constraints.in + # -c ../base.txt + # -c ../constraints.in # requests charset-normalizer==3.3.2 # via - # -c ingest/../base.txt + # -c ../base.txt # requests dataclasses-json==0.6.4 # via - # -c ingest/../base.txt + # -c ../base.txt # langchain-community exceptiongroup==1.2.0 # via anyio @@ -46,7 +43,7 @@ frozenlist==1.4.1 # aiosignal idna==3.6 # via - # -c ingest/../base.txt + # -c ../base.txt # anyio # requests # yarl @@ -58,17 +55,17 @@ jsonpatch==1.33 # via langchain-core jsonpointer==2.4 # via jsonpatch -langchain-community==0.0.20 - # via -r ingest/embed-aws-bedrock.in -langchain-core==0.1.23 +langchain-community==0.0.28 + # via -r embed-aws-bedrock.in +langchain-core==0.1.32 # via langchain-community -langsmith==0.0.87 +langsmith==0.1.26 # via # langchain-community # langchain-core marshmallow==3.20.2 # via - # -c ingest/../base.txt + # -c ../base.txt # dataclasses-json multidict==6.0.5 # via @@ -76,25 +73,27 @@ multidict==6.0.5 # yarl mypy-extensions==1.0.0 # via - # -c ingest/../base.txt + # -c ../base.txt # typing-inspect numpy==1.26.4 # via - # -c ingest/../base.txt + # -c ../base.txt # langchain-community +orjson==3.9.15 + # via langsmith packaging==23.2 # via - # -c ingest/../base.txt + # -c ../base.txt # langchain-core # marshmallow pydantic==1.10.14 # via - # -c ingest/../constraints.in + # -c ../constraints.in # langchain-core # langsmith python-dateutil==2.8.2 # via - # -c ingest/../base.txt + # -c ../base.txt # botocore pyyaml==6.0.1 # via @@ -102,19 +101,19 @@ pyyaml==6.0.1 # langchain-core requests==2.31.0 # via - # -c ingest/../base.txt + # -c ../base.txt # langchain-community # langchain-core # langsmith -s3transfer==0.6.2 +s3transfer==0.10.1 # via boto3 six==1.16.0 # via - # -c ingest/../base.txt + # -c ../base.txt # python-dateutil -sniffio==1.3.0 +sniffio==1.3.1 # via anyio -sqlalchemy==2.0.27 +sqlalchemy==2.0.28 # via langchain-community tenacity==8.2.3 # via @@ -122,18 +121,17 @@ tenacity==8.2.3 # langchain-core typing-extensions==4.9.0 # via - # -c ingest/../base.txt + # -c ../base.txt # pydantic # sqlalchemy # typing-inspect typing-inspect==0.9.0 # via - # -c ingest/../base.txt + # -c ../base.txt # dataclasses-json urllib3==1.26.18 # via - # -c ingest/../base.txt - # -c ingest/../constraints.in + # -c ../base.txt # botocore # requests yarl==1.9.4 diff --git a/requirements/ingest/s3.txt b/requirements/ingest/s3.txt index d4a816a3cc..2b1cbf8129 100644 --- a/requirements/ingest/s3.txt +++ b/requirements/ingest/s3.txt @@ -2,9 +2,9 @@ # This file is autogenerated by pip-compile with Python 3.9 # by the following command: # -# pip-compile --output-file=ingest/s3.txt ingest/s3.in +# pip-compile s3.in # -aiobotocore==2.7.0 +aiobotocore==2.12.1 # via s3fs aiohttp==3.9.3 # via @@ -18,21 +18,19 @@ async-timeout==4.0.3 # via aiohttp attrs==23.2.0 # via aiohttp -botocore==1.31.17 - # via - # -c ingest/../constraints.in - # aiobotocore +botocore==1.34.51 + # via aiobotocore frozenlist==1.4.1 # via # aiohttp # aiosignal fsspec==2024.2.0 # via - # -r ingest/s3.in + # -r s3.in # s3fs idna==3.6 # via - # -c ingest/../base.txt + # -c ../base.txt # yarl jmespath==1.0.1 # via botocore @@ -42,26 +40,25 @@ multidict==6.0.5 # yarl python-dateutil==2.8.2 # via - # -c ingest/../base.txt + # -c ../base.txt # botocore s3fs==2024.2.0 - # via -r ingest/s3.in + # via -r s3.in six==1.16.0 # via - # -c ingest/../base.txt + # -c ../base.txt # python-dateutil typing-extensions==4.9.0 # via - # -c ingest/../base.txt + # -c ../base.txt # aioitertools urllib3==1.26.18 # via - # -c ingest/../base.txt - # -c ingest/../constraints.in + # -c ../base.txt # botocore wrapt==1.16.0 # via - # -c ingest/../base.txt + # -c ../base.txt # aiobotocore yarl==1.9.4 # via aiohttp diff --git a/test_unstructured_ingest/expected-structured-output/embed-bedrock/book-war-and-peace-1p.txt.json b/test_unstructured_ingest/expected-structured-output/embed-bedrock/book-war-and-peace-1p.txt.json new file mode 100644 index 0000000000..b05f89b738 --- /dev/null +++ b/test_unstructured_ingest/expected-structured-output/embed-bedrock/book-war-and-peace-1p.txt.json @@ -0,0 +1,20243 @@ +[ + { + "type": "Title", + "element_id": "d0e5cb42d9924bed3d7ed4f8db06ecaf", + "text": "CHAPTER I", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + 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But I warn you, if you don't tell me that this means war, if you still try to defend the infamies and horrors perpetrated by that Antichrist--I really believe he is Antichrist--I will have nothing more to do with you and you are no longer my friend, no longer my 'faithful slave,' as you call yourself! But how do you do? I see I have frightened you--sit down and tell me all the news.\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.89453125, + -0.51171875, + 0.13867188, + 0.048095703, + 0.23925781, + -0.053222656, + -0.091796875, + 0.00044822693, + 0.10498047, + 0.042236328, + -0.20117188, + -0.03564453, + -0.35351562, + 0.27539062, + -0.29101562, + 0.31445312, + -0.037353516, + -0.080078125, + 0.09423828, + -0.060302734, + 0.046875, + -0.28710938, + -0.07714844, + 0.38867188, + 0.08544922, + 0.83203125, + 0.08886719, + 0.041259766, + -0.24316406, + -0.41015625, + 0.29101562, + 0.8359375, + -0.17382812, + -1.1328125, + 0.34765625, + -0.13964844, + 0.45117188, + 0.05834961, + 0.33007812, + -0.20507812, + -0.59765625, + -0.47070312, + 0.46679688, + 0.060791016, + -0.26171875, + -0.022460938, + 0.01184082, + -0.71875, + 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With these words she greeted Prince Vasili Kuragin, a man of high rank and importance, who was the first to arrive at her reception. Anna Pavlovna had had a cough for some days. She was, as she said, suffering from la grippe; grippe being then a new word in St. Petersburg, used only by the elite.", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + 0.13964844, + 0.3828125, + -0.051513672, + 0.21386719, + -0.08203125, + 0.4921875, + -0.16015625, + 0.0005836487, + 0.33789062, + 0.22167969, + -0.25390625, + 0.041748047, + -0.6171875, + 0.57421875, + -0.14453125, + -0.0234375, + 0.08691406, + -0.4921875, + -0.033935547, + -0.100097656, + 0.16699219, + -0.44140625, + -0.3828125, + 0.21582031, + 0.057617188, + 0.15429688, + 0.26953125, + -0.45703125, + 0.42578125, + -0.53515625, + 0.27148438, + -0.12060547, + 0.35546875, + -0.453125, + -0.06933594, + 0.17578125, + 0.640625, + -0.13867188, + 0.48828125, + 0.088378906, + -0.56640625, + -0.095703125, + -0.030151367, + -0.036621094, + 0.0087890625, 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do, Count (or Prince), and if the prospect of spending an evening with a poor invalid is not too terrible, I shall be very charmed to see you tonight between 7 and 10--Annette Scherer.\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.1484375, + -0.19726562, + 0.09033203, + 0.0034484863, + -0.008605957, + -0.043701172, + -0.27539062, + 0.0004863739, + 0.004333496, + 0.111328125, + -0.20703125, + 0.49414062, + -0.390625, + 0.32617188, + 0.111328125, + 0.16015625, + -0.103027344, + 0.15136719, + -0.0059509277, + -0.080078125, + 0.067871094, + -0.515625, + -0.51171875, + 0.71875, + 0.09472656, + 0.7421875, + -0.017944336, + -0.37304688, + -0.23730469, + -0.17578125, + -0.045898438, + 0.6953125, + 0.20507812, + -0.1484375, + 0.32226562, + 0.09863281, + 0.56640625, + -0.23339844, + 0.64453125, + -0.38476562, + 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He had just entered, wearing an embroidered court uniform, knee breeches, and shoes, and had stars on his breast and a serene expression on his flat face. He spoke in that refined French in which our grandfathers not only spoke but thought, and with the gentle, patronizing intonation natural to a man of importance who had grown old in society and at court. He went up to Anna Pavlovna, kissed her hand, presenting to her his bald, scented, and shining head, and complacently seated himself on the sofa.", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.22851562, + 0.08691406, + 0.13574219, + 0.47460938, + 0.5859375, + 0.36914062, + 0.0061035156, + 0.0002193451, + 0.37304688, + -0.14746094, + -0.2734375, + 0.0003566742, + -0.62109375, + 0.62109375, + -0.31835938, + 0.32226562, + 0.045654297, + -0.515625, + -0.24902344, + -0.025024414, + 0.18261719, + -0.40820312, + -0.27929688, + 0.39648438, + -0.33203125, + 0.47070312, + 0.17675781, + -0.48828125, + 0.56640625, + -0.5, + -0.07373047, + 0.40234375, + 0.3359375, + -0.8359375, + -0.076171875, + 0.067871094, + 0.734375, + -0.203125, + 0.49609375, + 0.07373047, + -0.6171875, + -0.3984375, + -0.021240234, + -0.32617188, 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Set your friend's mind at rest,\" said he without altering his tone, beneath the politeness and affected sympathy of which indifference and even irony could be discerned.", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.49023438, + -0.30859375, + -0.10449219, + 0.578125, + -0.28125, + 0.17382812, + 0.00061798096, + 6.580353e-05, + 0.34570312, + -0.03881836, + 0.09277344, + -0.11279297, + -0.29882812, + 0.080566406, + 0.056884766, + -0.023925781, + 0.01586914, + -0.34375, + -0.42382812, + -0.0859375, + -0.47460938, + -0.47265625, + -0.25, + 0.98046875, + 0.032714844, + 0.15234375, + 0.39257812, + -1.25, + 0.08300781, + -0.37109375, + 0.35351562, + 0.41992188, + 0.90234375, + -0.45507812, + 0.23046875, + -0.053222656, + 0.73046875, + -0.9140625, + 0.41601562, + -0.30273438, + -0.2734375, + -0.546875, + 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Can one be calm in times like these if one has any feeling?\" said Anna Pavlovna. \"You are staying the whole evening, I hope?\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + 0.5859375, + -0.0007209778, + -0.16210938, + 0.35742188, + 0.040527344, + 0.1796875, + 0.11767578, + 0.00038146973, + 0.05029297, + -0.06738281, + 0.24609375, + 0.07714844, + -0.31640625, + 0.73828125, + 0.12158203, + 0.25585938, + 0.047607422, + -0.57421875, + -0.40820312, + -0.21679688, + -0.21875, + -0.46679688, + -0.41601562, + 0.734375, + 0.12792969, + 0.5234375, + 0.60546875, + -0.44726562, + 0.42382812, + -0.19726562, + 0.36523438, + -0.27929688, + 0.80859375, + -0.32617188, + 0.15527344, + 0.27148438, + 0.63671875, + -0.20019531, + 0.7265625, + -0.34570312, + -0.515625, + -0.29882812, + -0.03149414, + 0.13964844, + 0.12695312, + 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Today is Wednesday. I must put in an appearance there,\" said the prince. \"My daughter is coming for me to take me there.\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.5390625, + -0.27929688, + 0.0050354004, + 0.21386719, + 0.734375, + -0.203125, + 0.234375, + 0.0001745224, + 0.013671875, + -0.13769531, + 0.29296875, + -0.13769531, + -0.21777344, + 0.15234375, + 0.0107421875, + 0.2109375, + 0.05810547, + 0.14453125, + 0.111328125, + 0.23632812, + 0.024658203, + -0.5859375, + -0.4296875, + 0.091308594, + -0.052490234, + 0.984375, + 0.07324219, + -0.45703125, + 0.53125, + -0.10839844, + -0.27148438, + 0.1796875, + 0.37109375, + -0.6953125, + -0.07861328, + -0.515625, + 0.45898438, + 0.296875, + 0.23144531, + 0.40820312, + -0.06982422, + -0.53125, + 0.12695312, + -0.09765625, + 0.04638672, + 0.49804688, + -0.16699219, + 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I confess all these festivities and fireworks are becoming wearisome.\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.45703125, + -0.44921875, + -0.110839844, + -0.41796875, + -0.36914062, + -0.16503906, + -0.20703125, + 0.0005683899, + 0.016601562, + -0.05810547, + 0.21582031, + 0.484375, + -0.23632812, + 0.17578125, + -0.44921875, + 0.075683594, + -0.3515625, + -0.73828125, + -0.29296875, + -0.20019531, + -0.039794922, + -0.7734375, + -0.29882812, + 0.48632812, + 0.0154418945, + 0.25390625, + 0.16308594, + -0.6953125, + 0.39453125, + 0.12207031, + 0.15625, + 0.17382812, + -0.07470703, + -0.06640625, + 0.34765625, + -0.12597656, + 0.4375, + -0.32617188, + -0.37695312, + -0.17480469, + 0.38671875, + -0.46484375, + 0.15039062, + 0.58984375, + 0.19238281, + 0.36328125, + -0.31835938, + -0.3125, + 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Well, and what has been decided about Novosiltsev's dispatch? You know everything.\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -0.5390625, + -0.3515625, + -0.080078125, + 0.25390625, + -0.0071105957, + 0.095703125, + -0.1328125, + 0.000289917, + -0.053222656, + -0.02368164, + -0.100097656, + -0.03930664, + -0.13867188, + 0.54296875, + -0.045410156, + 0.33007812, + 0.064941406, + -0.40429688, + -0.33789062, + -0.15039062, + -0.44335938, + -0.55859375, + -0.375, + 0.3984375, + -0.008117676, + 0.55859375, + -0.068847656, + -0.89453125, + -0.03125, + -0.58203125, + 0.32617188, + 0.40234375, + -0.18066406, + -0.96484375, + 0.17089844, + 0.35351562, + 0.47265625, + -0.140625, + 0.56640625, + -0.014831543, + 0.27734375, + -0.55859375, + -0.10449219, + -0.81640625, + 0.56640625, + 0.62109375, + -0.057373047, + -0.73828125, + 0.27929688, + -0.030761719, + -0.41210938, + 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They have decided that Buonaparte has burnt his boats, and I believe that we are ready to burn ours.\"", + "metadata": { + "data_source": { + "url": "example-docs/book-war-and-peace-1p.txt", + "permissions_data": [ + { + "mode": 33188 + } + ] + }, + "filetype": "text/plain", + "languages": [ + "eng" + ] + }, + "embeddings": [ + -1.125, + -0.33984375, + 0.1484375, + 0.14453125, + 0.48242188, + 0.059814453, + -0.040771484, + 0.00022888184, + 0.31445312, + 0.021606445, + -0.44726562, + -0.14746094, + -0.41015625, + 0.265625, + -0.34960938, + 0.3359375, + 0.05517578, + -0.38085938, + -0.30078125, + -0.06347656, + 0.05053711, + -0.59375, + 0.17382812, + 0.29882812, + -0.14746094, + 0.87109375, + -0.024047852, + -0.53125, + 0.19042969, + -0.19628906, + 0.41796875, + 0.1015625, + 0.26171875, + -0.37695312, + 0.12060547, + -0.6875, + 0.36914062, + 0.15527344, + 0.26171875, + 0.16699219, + 0.12890625, + -0.62890625, + -0.20800781, + 0.049560547, + -0.6796875, + -0.13378906, + 0.02758789, + 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"import os; print(os.cpu_count())")} + +# 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 "$WORK_DIR" \ + --embedding-provider "langchain-aws-bedrock" \ + --embedding-aws-access-key-id "$AWS_ACCESS_KEY_ID" \ + --embedding-aws-secret-access-key "$AWS_SECRET_ACCESS_KEY" + +set +e + +"$SCRIPT_DIR"/check-diff-expected-output.sh $OUTPUT_FOLDER_NAME + +"$SCRIPT_DIR"/evaluation-ingest-cp.sh "$OUTPUT_DIR" "$OUTPUT_FOLDER_NAME" diff --git a/test_unstructured_ingest/test-ingest-src.sh b/test_unstructured_ingest/test-ingest-src.sh index de553300a4..ee4d660bed 100755 --- a/test_unstructured_ingest/test-ingest-src.sh +++ b/test_unstructured_ingest/test-ingest-src.sh @@ -55,6 +55,7 @@ all_tests=( 'sharepoint-with-permissions.sh' 'hubspot.sh' 'local-embed.sh' + 'local-embed-bedrock.sh' 'sftp.sh' 'mongodb.sh' 'opensearch.sh' diff --git a/unstructured/ingest/cli/interfaces.py b/unstructured/ingest/cli/interfaces.py index d7d90249e1..04223fd3ea 100644 --- a/unstructured/ingest/cli/interfaces.py +++ b/unstructured/ingest/cli/interfaces.py @@ -434,6 +434,24 @@ def get_cli_options() -> t.List[click.Option]: type=str, default=None, ), + click.Option( + ["--embedding-aws-access-key-id"], + help="AWS access key used for AWS-based embedders, such as bedrock", + type=str, + default=None, + ), + click.Option( + ["--embedding-aws-secret-access-key"], + help="AWS secret key used for AWS-based embedders, such as bedrock", + type=str, + default=None, + ), + click.Option( + ["--embedding-aws-region"], + help="AWS region used for AWS-based embedders, such as bedrock", + type=str, + default="us-west-2", + ), ] return options diff --git a/unstructured/ingest/interfaces.py b/unstructured/ingest/interfaces.py index f81d2a0386..3f1d9f369a 100644 --- a/unstructured/ingest/interfaces.py +++ b/unstructured/ingest/interfaces.py @@ -186,6 +186,9 @@ class EmbeddingConfig(BaseConfig): provider: str api_key: t.Optional[str] = enhanced_field(default=None, sensitive=True) model_name: t.Optional[str] = None + aws_access_key_id: t.Optional[str] = None + aws_secret_access_key: t.Optional[str] = None + aws_region: t.Optional[str] = None def get_embedder(self) -> BaseEmbeddingEncoder: kwargs = {} @@ -209,6 +212,16 @@ def get_embedder(self) -> BaseEmbeddingEncoder: from unstructured.embed.octoai import OctoAiEmbeddingConfig, OctoAIEmbeddingEncoder return OctoAIEmbeddingEncoder(config=OctoAiEmbeddingConfig(**kwargs)) + elif self.provider == "langchain-aws-bedrock": + from unstructured.embed.bedrock import BedrockEmbeddingConfig, BedrockEmbeddingEncoder + + return BedrockEmbeddingEncoder( + config=BedrockEmbeddingConfig( + aws_access_key_id=self.aws_access_key_id, + aws_secret_access_key=self.aws_secret_access_key, + region_name=self.aws_region, + ) + ) else: raise ValueError(f"{self.provider} not a recognized encoder")