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PR for text2graph extractor with test#1352

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intelsharath wants to merge 3 commits intoopea-project:mainfrom
intelsharath:adding_test1
Closed

PR for text2graph extractor with test#1352
intelsharath wants to merge 3 commits intoopea-project:mainfrom
intelsharath:adding_test1

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@intelsharath
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Description

Typical available services were using decoder only model which has limitations in identifying NODE->Relation->NODE. Also the services did not clearly support local models. Checking in a service that can use T5 style encode-decoder model that is more powerful and can handle complex relations.

Once this PR is merged, we will add support for Gaudi. (Running into issues with TGI #1331. Once it is resolved will follow up with other request)

(NOTE: PR #1316 will be closed and reopening this PR instead. )

Issues

n/a.

Type of change

List the type of change like below. Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • [x ] New feature (non-breaking change which adds new functionality)
  • Breaking change (fix or feature that would break existing design and interface)
  • Others (enhancement, documentation, validation, etc.)

Dependencies

n/a

Tests

To test the following script has been created which does native testing.
GenAIComps/tests/text2graph/native_text2graph.sh
This downloads a text file and extracts triplets required for graph construction natively on Xeon. Once this PR is merged, we will add support for Gaudi.

@intelsharath
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filed another PR closing this #1357

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