Creates the Kendra plugin section in Compare Search Results #2060
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Signed-off-by: Fanit Kolchina <[email protected]>
kolchfa-aws
added
the
6 - Done but waiting to merge
macohen
approved these changes
Jan 9, 2023
kolchfa-aws
added
4 - Doc review
Naarcha-AWS
approved these changes
Jan 9, 2023
carolxob
approved these changes
Jan 9, 2023
natebower
reviewed
Jan 9, 2023
There was a problem hiding this comment.
@kolchfa-aws Please see my comments and changes and let me know if you have any questions. Thanks!
| ## Comparing OpenSearch search results with re-ranked results | ||
|
|
||
| One use case of Compare Search Results is to compare raw OpenSearch results with the same results processed by a re-ranking application. An example of such a re-ranker is **Kendra Intelligent Ranking for OpenSearch**, contributed by the Amazon Kendra team. This plugin takes search results from OpenSearch and applies Kendra’s semantic relevance rankings calculated using vector embeddings and other semantic search techniques. For many applications, this gives better result rankings. |
There was a problem hiding this comment.
Suggested change
| One use case of Compare Search Results is to compare raw OpenSearch results with the same results processed by a re-ranking application. An example of such a re-ranker is **Kendra Intelligent Ranking for OpenSearch**, contributed by the Amazon Kendra team. This plugin takes search results from OpenSearch and applies Kendra’s semantic relevance rankings calculated using vector embeddings and other semantic search techniques. For many applications, this gives better result rankings. | |
| One use case for Compare Search Results is to compare raw OpenSearch results with the same results processed by a re-ranking application. An example of such a re-ranker is **Kendra Intelligent Ranking**, contributed by the Amazon Kendra team. This plugin takes search results from OpenSearch and applies Amazon Kendra’s semantic relevance rankings calculated using vector embeddings and other semantic search techniques. For many applications, this provides better result rankings. |
| To try Kendra Intelligent Ranking, you must first set up the Amazon Kendra service. To get started, see [Amazon Kendra](https://aws.amazon.com/kendra/). For detailed information, including plugin setup instructions, see [Intelligently ranking OpenSearch (self managed) results using Amazon Kendra](https://docs.aws.amazon.com/kendra/latest/dg/opensearch-rerank.html). | ||
|
|
||
| Once you've set up Kendra Intelligent Ranking, enter a query in **Query 1** and the same query using the Kendra Intelligent Ranking service for re-ranking in **Query 2**. Then compare search results from OpenSearch and Amazon Kendra. |
There was a problem hiding this comment.
Suggested change
| Once you've set up Kendra Intelligent Ranking, enter a query in **Query 1** and the same query using the Kendra Intelligent Ranking service for re-ranking in **Query 2**. Then compare search results from OpenSearch and Amazon Kendra. | |
| Once you've set up Kendra Intelligent Ranking, enter a query in **Query 1** and enter the same query using the Kendra Intelligent Ranking service for re-ranking in **Query 2**. Then compare the search results from OpenSearch and Amazon Kendra. |
There was a problem hiding this comment.
Can this read "...and enter the same query using Kendra Intelligent Ranking in Query 2."?
| ### Example | ||
|
|
||
| The following example searches for the text "snacking nuts" in the `abo` index. The documents in the index hold snack descriptions in the `bullet_point` array. |
There was a problem hiding this comment.
Suggested change
| The following example searches for the text "snacking nuts" in the `abo` index. The documents in the index hold snack descriptions in the `bullet_point` array. | |
| The following example searches for the text "snacking nuts" in the `abo` index. The documents in the index contain snack descriptions in the `bullet_point` array. |
| ``` | ||
|
|
||
| In the preceding query, `body_field` refers to the body field of the documents in the index, on which Kendra Intelligent Ranking ranks the results. The `body_field` is required, while the `title_field` is optional. |
There was a problem hiding this comment.
Can this read "...the documents in the index, which Kendra Intelligent Ranking uses to rank the results."?
Signed-off-by: Fanit Kolchina <[email protected]>
kolchfa-aws
added
backport 2.4
opensearch-trigger-bot bot
pushed a commit
that referenced
this pull request
Jan 9, 2023
* Creates the Kendra plugin section in Compare Search Results Signed-off-by: Fanit Kolchina <[email protected]> * Implemented editorial comments Signed-off-by: Fanit Kolchina <[email protected]> Signed-off-by: Fanit Kolchina <[email protected]> (cherry picked from commit f353f86)
kolchfa-aws
added a commit
that referenced
this pull request
Jan 9, 2023
…2356) * Creates the Kendra plugin section in Compare Search Results Signed-off-by: Fanit Kolchina <[email protected]> * Implemented editorial comments Signed-off-by: Fanit Kolchina <[email protected]> Signed-off-by: Fanit Kolchina <[email protected]> (cherry picked from commit f353f86) Co-authored-by: kolchfa-aws <[email protected]>
vagimeli
pushed a commit
that referenced
this pull request
Jan 10, 2023
* Creates the Kendra plugin section in Compare Search Results Signed-off-by: Fanit Kolchina <[email protected]> * Implemented editorial comments Signed-off-by: Fanit Kolchina <[email protected]> Signed-off-by: Fanit Kolchina <[email protected]>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Creates the Kendra plugin section in Compare Search Results.
This is targeted to be released when the Kendra plugin is released (currently, scheduled for 1/9/23. The previous PR was #2012 and has been already reviewed.
Fixes #2206
Checklist
For more information on following Developer Certificate of Origin and signing off your commits, please check here.