クエリの提案

クエリの提案を取得するには

aws kendra get-query-suggestions \
 --index-id index-id \
 --query-text "query-text" \
 --suggestion-types '["QUERY"]' \
 --max-suggestions-count 1 // If you want to limit the number of suggestions

クエリの提案を更新するには

例えば、クエリログタイムウィンドウと、クエリを検索する必要がある最小回数を変更するには、以下の操作を行います。

aws kendra update-query-suggestions-config \
 --index-id index-id \
 --query-log-look-back-window-in-days 30 \
 --minimum-query-count 100

クエリの提案を取得するには

import boto3
from botocore.exceptions import ClientError

kendra = boto3.client("kendra")

print("Get query suggestions.")

# Provide the index ID
index_id = "index-id"

# Provide the query text
query_text = "query"

# Provide the query suggestions type
query_suggestions_type = "QUERY"


# If you want to limit the number of suggestions
num_suggestions = 1
 
try:
    query_suggestions_response = kendra.get_query_suggestions(
        IndexId = index_id,
        QueryText = query_text,
        SuggestionTypes = query_suggestions_type,
        MaxSuggestionsCount = num_suggestions
    )

    # Print out the suggestions you received
    if ("Suggestions" in query_suggestions_response.keys()) {
        for (suggestion: query_suggestions_response["Suggestions"]) {
            print(suggestion["Value"]["Text"]["Text"]);
        }
    }
   
except ClientError as e:
        print("%s" % e)

print("Program ends.")

クエリの提案を更新するには

例えば、クエリログタイムウィンドウと、クエリを検索する必要がある最小回数を変更するには、以下の操作を行います。

import boto3
from botocore.exceptions import ClientError
import pprint
import time

kendra = boto3.client("kendra")

print("Updating query suggestions settings/configuration for an index.")

# Provide the index ID
index_id = "index-id"

# Configure the settings you want to update
minimum_query_count = 100
query_log_look_back_window_in_days = 30

try:
    kendra.update_query_suggestions_config(
        IndexId = index_id,
        MinimumQueryCount = minimum_query_count,
        QueryLogLookBackWindowInDays = query_log_look_back_window_in_days
    )

    print("Wait for Amazon Kendra to update the query suggestions.")

    while True:
        # Get query suggestions description of settings/configuration
        query_sugg_config_response = kendra.describe_query_suggestions_config(
            IndexId = index_id
        )
        
        # If status is not UPDATING, then quit
        status = query_sugg_config_response["Status"]
        print(" Updating query suggestions config. Status: " + status)
        if status != "UPDATING":
            break
        time.sleep(60)

except ClientError as e:
        print("%s" % e)

print("Program ends.")

クエリの提案を消去するには

aws  kendra clear-query-suggestions \
 --index-id index-id

クエリの提案を消去するには

import boto3
from botocore.exceptions import ClientError

kendra = boto3.client("kendra")

print("Clearing out query suggestions for an index.")

# Provide the index ID
index_id = "index-id"

try:
    kendra.clear_query_suggestions(
        IndexId = index_id
    )

    # Confirm last cleared date-time and that there are no suggestions
    query_sugg_config_response = kendra.describe_query_suggestions_config(
        IndexId = index_id
    )
    print("Query Suggestions last cleared at: " + str(query_sugg_config_response["LastClearTime"]));
    print("Number of suggestions available from the time of clearing: " + str(query_sugg_config_response["TotalSuggestionsCount"]));
        
except ClientError as e:
        print("%s" % e)

print("Program ends.")

インデックスレベルで設定を変更する代わりに、クエリレベルでクエリの提案を取得してドキュメントフィールドの設定をオーバーライドできます。

aws kendra get-query-suggestions \
 --index-id index-id \
 --query-text "query-text" \
 --suggestion-types '["DOCUMENT_ATTRIBUTES"]' \
 --attribute-suggestions-config '{"SuggestionAttributes":'["field/attribute key 1", "field/attribute key 2"]', "AdditionalResponseAttributes":'["response field/attribute key 1", "response field/attribute key 2"]'}' \
 --max-suggestions-count 1 // If you want to limit the number of suggestions

クエリの提案を更新するには

例えば、ドキュメントフィールドの設定をインデックスレベルで変更するには:

aws kendra update-query-suggestions-config \
 --index-id index-id \
 --attribute-suggestions-config '{"SuggestableConfigList": '[{"SuggestableConfig": "_document_title", "Suggestable": true}]', "AttributeSuggestionsMode": "ACTIVE"}'

インデックスレベルで設定を変更する代わりに、クエリレベルでクエリの提案を取得してドキュメントフィールドの設定をオーバーライドできます。

import boto3
from botocore.exceptions import ClientError

kendra = boto3.client("kendra")

print("Get query suggestions.")

# Provide the index ID
index_id = "index-id"

# Provide the query text
query_text = "query"

# Provide the query suggestions type
query_suggestions_type = "DOCUMENT_ATTRIBUTES"

# Override fields/attributes configuration at query level
configuration = {"SuggestionAttributes":
    '["field/attribute key 1", "field/attribute key 2"]', 
      "AdditionalResponseAttributes":
          '["response field/attribute key 1", "response field/attribute key 2"]'
          }

# If you want to limit the number of suggestions
num_suggestions = 1

try:
    query_suggestions_response = kendra.get_query_suggestions(
        IndexId = index_id,
        QueryText = query_text,
        SuggestionTypes = [query_suggestions_type],
        AttributeSuggestionsConfig = configuration,
        MaxSuggestionsCount = num_suggestions
    )

    # Print out the suggestions you received
    if ("Suggestions" in query_suggestions_response.keys()) {
        for (suggestion: query_suggestions_response["Suggestions"]) {
            print(suggestion["Value"]["Text"]["Text"]);
        }
    }
   
except ClientError as e:
        print("%s" % e)

print("Program ends.")

クエリの提案を更新するには

例えば、ドキュメントフィールドの設定をインデックスレベルで変更するには:

import boto3
from botocore.exceptions import ClientError
import pprint
import time

kendra = boto3.client("kendra")

print("Updating query suggestions settings/configuration for an index.")

# Provide the index ID
index_id = "index-id"

# Configure the settings you want to update at the index level
configuration = {"SuggestableConfigList": 
    '[{"SuggestableConfig": "_document_title", "Suggestable": true}]', 
       "AttributeSuggestionsMode": "ACTIVE"
       }

try:
    kendra.update_query_suggestions_config(
        IndexId = index_id,
        AttributeSuggestionsConfig = configuration
    )

    print("Wait for Amazon Kendra to update the query suggestions.")

    while True:
        # Get query suggestions description of settings/configuration
        query_sugg_config_response = kendra.describe_query_suggestions_config(
            IndexId = index_id
        )
        
        # If status is not UPDATING, then quit
        status = query_sugg_config_response["Status"]
        print(" Updating query suggestions config. Status: " + status)
        if status != "UPDATING":
            break
        time.sleep(60)

except ClientError as e:
        print("%s" % e)

print("Program ends.")

ブロックリストを作成するには

aws kendra create-query-suggestions-block-list \
 --index-id index-id \
 --name "block-list-name" \
 --description "block-list-description" \
 --source-s3-path "Bucket=bucket-name,Key=query-suggestions/block_list.txt" \
 --role-arn role-arn

ブロックリストを更新するには

aws kendra update-query-suggestions-block-list \
 --index-id index-id \
 --name "new-block-list-name" \
 --description "new-block-list-description" \
 --source-s3-path "Bucket=bucket-name,Key=query-suggestions/new_block_list.txt" \
 --role-arn role-arn

ブロックリストを削除するには

aws kendra delete-query-suggestions-block-list \
 --index-id index-id \
 --id block-list-id

ブロックリストを作成するには

import boto3
from botocore.exceptions import ClientError
import pprint
import time

kendra = boto3.client("kendra")

print("Create a query suggestions block list.")

# Provide a name for the block list
block_list_name = "block-list-name"
# Provide an optional description for the block list
block_list_description = "block-list-description"
# Provide the IAM role ARN required for query suggestions block lists
block_list_role_arn = "role-arn"

# Provide the index ID
index_id = "index-id"

s3_bucket_name = "bucket-name"
s3_key = "query-suggestions/block_list.txt"
source_s3_path = {
    'Bucket': s3_bucket_name,
    'Key': s3_key
}

try:
    block_list_response = kendra.create_query_suggestions_block_list(
        Description = block_list_description,
        Name = block_list_name,
        RoleArn = block_list_role_arn,
        IndexId = index_id,
        SourceS3Path = source_s3_path
    )

    print(block_list_response)

    block_list_id = block_list_response["Id"]

    print("Wait for Amazon Kendra to create the block list.")

    while True:
        # Get block list description
        block_list_description = kendra.describe_query_suggestions_block_list(
            Id = block_list_id,
            IndexId = index_id
        )
        # If status is not CREATING, then quit
        status = block_list_description["Status"]
        print("Creating block list. Status: " + status)
        if status != "CREATING":
            break
        time.sleep(60)
        
except ClientError as e:
        print("%s" % e)

print("Program ends.")

ブロックリストを更新するには

import boto3
from botocore.exceptions import ClientError
import pprint
import time
                        
kendra = boto3.client("kendra")
                        
print("Update a block list for query suggestions.")

# Provide the block list name you want to update
block_list_name = "new-block-list-name"
# Provide the block list description you want to update
block_list_description = "new-block-list-description"
# Provide the IAM role ARN required for query suggestions block lists
block_list_role_arn = "role-arn"

# Provide the block list ID
block_list_id = "block-list-id"
# Provide the index ID
index_id = "index-id"
                        
s3_bucket_name = "bucket-name"
s3_key = "query-suggestions/new_block_list.txt"
source_s3_path = {
'Bucket': s3_bucket_name,
'Key': s3_key
}
                        
try:
    kendra.update_query_suggestions_block_list(
        Id = block_list_id,
        IndexId = index_id,
        Description = block_list_description,
        Name = block_list_name,
        RoleArn = block_list_role_arn,
        SourceS3Path = source_s3_path
    )
                        
    print("Wait for Amazon Kendra to update the block list.")
                        
    while True:
        # Get block list description
        block_list_description = kendra.describe_query_suggestions_block_list(
            Id = block_list_id,
            IndexId = index_id
        )
        # If status is not UPDATING, then the update has finished 
        status = block_list_description["Status"]
        print("Updating block list. Status: " + status)
        if status != "UPDATING":
            break
        time.sleep(60)
                        
except ClientError as e:
print("%s" % e)
                        
print("Program ends.")

ブロックリストを削除するには

import boto3
from botocore.exceptions import ClientError

kendra = boto3.client("kendra")

print("Delete a block list for query suggestions.")

# provide the block list ID
query_suggestions_block_list_id = "query-suggestions-block-list-id"
# Provide the index ID
index_id = "index-id"

try:
    kendra.delete_query_suggestions_block_list(
        Id = query_suggestions_block_list_id,
        IndexId = index_id
    )

except ClientError as e:
        print("%s" % e)

print("Program ends.")