SEZ9 opened a new pull request, #9120:
URL: https://github.com/apache/seatunnel/pull/9120
<!--
Thank you for contributing to SeaTunnel! Please make sure that your code
changes
are covered with tests. And in case of new features or big changes
remember to adjust the documentation.
Feel free to ping committers for the review!
## Contribution Checklist
- Make sure that the pull request corresponds to a [GITHUB
issue](https://github.com/apache/seatunnel/issues).
- Name the pull request in the form "[Feature] [component] Title of the
pull request", where *Feature* can be replaced by `Hotfix`, `Bug`, etc.
- Minor fixes should be named following this pattern: `[hotfix] [docs] Fix
typo in README.md doc`.
-->
### Purpose of this pull request
<!-- Describe the purpose of this pull request. For example: This pull
request adds checkstyle plugin.-->
### Does this PR introduce _any_ user-facing change?
Description
Add support for Amazon Titan model in the embedding model_provider
configuration;
Implement batch inference support in the embedding process, and send data to
the model API in batches at one time;
Support successful detection of batch sending and perform fault tolerance.
Usage Scenario
In large-scale text vectorization and storage in vector databases, users
need to vectorize text data efficiently and at low cost and store it in vector
databases. For example:
User's reviews analysis scenario, it is necessary to transfer millions or
tens of millions of rows of data at one time for vectorization.
Image search scenario, users often have hundreds of thousands or millions of
images vectorized into the database for subsequent vector approximation
retrieval
<!--
Note that it means *any* user-facing change including all aspects such as
the documentation fix.
If yes, please clarify the previous behavior and the change this PR proposes
- provide the console output, description and/or an example to show the
behavior difference if possible.
If possible, please also clarify if this is a user-facing change compared to
the released SeaTunnel versions or within the unreleased branches such as dev.
If no, write 'No'.
If you are adding/modifying connector documents, please follow our new
specifications: https://github.com/apache/seatunnel/issues/4544.
-->
### How was this patch tested?
<!--
If tests were added, say they were added here. Please make sure to add some
test cases that check the changes thoroughly including negative and positive
cases if possible.
If it was tested in a way different from regular unit tests, please clarify
how you tested step by step, ideally copy and paste-able, so that other
reviewers can test and check, and descendants can verify in the future.
If tests were not added, please describe why they were not added and/or why
it was difficult to add.
If you are adding E2E test cases, maybe refer to
https://github.com/apache/seatunnel/blob/dev/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-cdc-mysql-e2e/src/test/resources/mysqlcdc_to_mysql.conf,
here is a good example.
-->
### Check list
* [ ] If any new Jar binary package adding in your PR, please add License
Notice according
[New License
Guide](https://github.com/apache/seatunnel/blob/dev/docs/en/contribution/new-license.md)
* [ ] If necessary, please update the documentation to describe the new
feature. https://github.com/apache/seatunnel/tree/dev/docs
* [ ] If you are contributing the connector code, please check that the
following files are updated:
1. Update
[plugin-mapping.properties](https://github.com/apache/seatunnel/blob/dev/plugin-mapping.properties)
and add new connector information in it
2. Update the pom file of
[seatunnel-dist](https://github.com/apache/seatunnel/blob/dev/seatunnel-dist/pom.xml)
3. Add ci label in
[label-scope-conf](https://github.com/apache/seatunnel/blob/dev/.github/workflows/labeler/label-scope-conf.yml)
4. Add e2e testcase in
[seatunnel-e2e](https://github.com/apache/seatunnel/tree/dev/seatunnel-e2e/seatunnel-connector-v2-e2e/)
5. Update connector
[plugin_config](https://github.com/apache/seatunnel/blob/dev/config/plugin_config)
* [ ] Update the
[`release-note`](https://github.com/apache/seatunnel/blob/dev/release-note.md).
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: commits-unsubscr...@seatunnel.apache.org
For queries about this service, please contact Infrastructure at:
us...@infra.apache.org
