promptflow-azure-ai-language

v0.1.14

Collection of Azure AI Language Prompt flow tools. For more information about how to use this package see README

Latest version published 22 days ago

License: MIT

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Readme

Azure AI Language

Azure AI Language enables users with task-oriented and optimized pre-trained or custom language models to effectively understand and analyze documents and conversations. This Prompt flow tool is a wrapper for various Azure AI Language APIs. The current list of supported capabilities is as follows:

Name	Description	Supported API Version
Abstractive Summarization	Generate abstractive summaries from documents.	2023-11-15-preview
Extractive Summarization	Extract summaries from documents.	2023-11-15-preview
Conversation Summarization	Summarize conversations.	2023-11-15-preview
Entity Recognition	Recognize and categorize entities in documents.	2023-11-15-preview
Key Phrase Extraction	Extract key phrases from documents.	2023-11-15-preview
Language Detection	Detect the language of documents.	2023-11-15-preview
PII Entity Recognition	Recognize and redact PII entities in documents.	2023-11-15-preview
Conversational PII	Recognize and redact PII entities in conversations.	2024-05-01
Sentiment Analysis	Analyze the sentiment of documents.	2023-11-15-preview
Conversational Language Understanding	Predict intents and entities from user's utterances.	2023-04-15-preview
Translator	Translate documents.	3.0

Requirements

PyPI package: promptflow-azure-ai-language.

For AzureML users: follow this wiki, starting from Prepare runtime.
For local users:
```
pip install promptflow-azure-ai-language
```
You may also want to install the Prompt flow for VS Code extension.

Prerequisites

The tool calls APIs from Azure AI Language. To use it, you must create a connection to an Azure AI Language resource. Create a Language Resource first, if necessary.

In Prompt flow, add a new CustomConnection.
- Under the secrets field, specify the resource's API key: api_key:
- Under the configs field, specify the resource's endpoint: endpoint:

To use the Translator tool, you must set up an additional connection to an Azure AI Translator resource. Create a Translator resource first, if necessary.

In Prompt flow, add a new CustomConnection.
- Under the secrets field, specify the resource's API key: api_key:
- Under the configs field, specify the resource's endpoint: endpoint:
- If your Translator Resource is regional and non-global, specify its region under configs as well: region:

In either case, you may use an Azure AI Services resource instead. Create an Azure AI Services connection type, and provide the resource's API key and endpoint. If using the Translator tool, pass in the translator region as a tool parameter.

Inputs

When a tool parameter is of type Document, it requires a dict object of this specification.

Example:

my_document = {
    "id": "1",
    "text": "This is some document text!",
    "language": "en"
}

When a tool parameter is of type Conversation, it requires a dict object of this or this specification.

Example:

my_conversation = {
    "id": "meeting_1",
    "language": "en",
    "modality": "text",
    "domain": "generic",
    "conversationItems": [
        {
            "participantId": "person1",
            "role": "generic",
            "id": "1",
            "text": "Hello!"
        },
        {
            "participantId": "person2",
            "role": "generic",
            "id": "2",
            "text": "How are you?"
        }
    ]
}

All skills have the following (optional) inputs:

Name	Type	Description	Required
max_retries	int	The maximum number of HTTP request retries. Default value is `5`.	No
max_wait	int	The maximum wait time (in seconds) in-between HTTP requests. Default value is `60`.	No
parse_response	bool	Should the full API JSON output be parsed to extract the single task result. Default value is `False`.	No

HTTP request logic utilizes exponential backoff. See skill specific inputs below:

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
document	`Document`	The input document.	Yes
query	string	The query used to structure summarization.	Yes
summary_length	string (enum)	The desired summary length. Enum values are `short`, `medium`, and `long`.	No

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
document	`Document`	The input document.	Yes
query	string	The query used to structure summarization.	Yes
sentence_count	int	The desired number of output summary sentences. Default value is `3`.	No
sort_by	string (enum)	The sorting criteria for extractive summarization results. Enum values are `Offset` to sort results in order of appearance in the text and `Rank` to sort results in order of importance (i.e. rank score) according to model. Default value is `Offset`.	No

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
conversation	`Conversation`	The input conversation.	Yes
summary_aspect	string (enum)	The desired summary "aspect" to obtain. Enum values are `chapterTitle` to obtain the chapter title of any conversation, `issue` to obtain the summary of issues in transcripts of web chats and service calls between customer-service agents and customers, `narrative` to obtain the generic summary of any conversation, `resolution` to obtain the summary of resolutions in transcripts of web chats and service calls between customer-service agents and customers, `recap` to obtain a general summary, and `follow-up tasks` to obtain a summary of follow-up or action items.	Yes

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
document	`Document`	The input document.	Yes
inclusion_list	list[string]	List of desired entity types to return.	No

Key Phrase Extraction	Name	Type	Description	Required
	connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
	document	`Document`	The input document.	Yes

Language Detection	Name	Type	Description	Required
	connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
	text	string	The input text.	Yes

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
document	`Document`	The input document.	Yes
domain	string (enum)	The PII domain used for PII Entity Recognition. Enum values are `none` for no domain, or `phi` to indicate that entities in the Personal Health domain should be redacted. Default value is `none`.	No
pii_categories	list[string]	Describes the PII categories to return.	No

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
conversation	`Conversation`	The input conversation.	Yes
pii_categories	list[string]	Describes the PII categories to return for detection. Default value is `['Default']`.	No
redact_audio_timing	bool	Should audio stream offset and duration for any detected entities be redacted. Default value is `False`.	No
redaction source	string (enum)	For transcript conversations, this parameter provides information regarding which content type should be used for entity detection. The details of the entities detected - such as the offset, length, and the text itself - will correspond to the text type selected here. Enum values are `lexical`, `itn`, `maskedItn`, and `text`. Default value is `lexical`.	No
exclude_pii_categories	list[string]	Describes the PII categories to exclude for detection. Default value is `[]`.	No

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
document	`Document`	The input document.	Yes
opinion_mining	bool	Should opinion mining be enabled. Default value is `False`.	No

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Language resource.	Yes
language	string	The ISO 639-1 code for the language of the input.	Yes
utterances	string	A single user utterance or a json array of user utterances.	Yes
project_name	string	The Conversational Language Understanding project to be called.	Yes
deployment_name	string	The Conversational Language Understanding project deployment to be called.	Yes

Name	Type	Description	Required
connection	CustomConnection	The created connection to an Azure AI Translator resource.	Yes
text	string	The input text.	Yes
to	list[string]	The languages to translate the input text to.	Yes
source_language	string	The language of the input text.	No
category	string	The category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Default value is `general`.	No
text_type	string (enum)	The type of the text being translated. Possible values are `plain` (default) or `html`.	No
region	string	The region of the Azure AI Translator resource being used. This is only required when using an Azure AI Services connection.	No

Outputs

When the input parameter parse_response is set to False (default value), the full API JSON response will be returned (as a dict object).
When the input parameter parse_response is set to True, the full API JSON response will be parsed to extract the single task result associated with the tool's given skill. Output will depend on the skill (but will still be a dict object).
Note: for Conversational Language Understanding (CLU), output will be a list of responses (either full or parsed), one for each detected user utterance in the input.

Refer to Azure AI Language's REST API reference for details on API response format, specific task result formats, etc.

Sample Flows

Find example flows using the promptflow-azure-ai-language package here.

Contact

Please reach out to Azure AI Language () with any issues.

NOTICES AND INFORMATION Do Not Translate or Localize

This software incorporates material from third parties. Microsoft makes certain open source code available at https://3rdpartysource.microsoft.com, or you may send a check or money order for US $5.00, including the product name, the open source component name, platform, and version number, to:

Source Code Compliance Team Microsoft Corporation One Microsoft Way Redmond, WA 98052 USA

Notwithstanding any other terms, you may reverse engineer this software to the extent required to debug changes to any libraries licensed under the GNU Lesser General Public License.

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"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:

(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.

You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

Licensed under the Apache License, Version 2.0 (the "License");

you may not use this file except in compliance with the License.

You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software

distributed under the License is distributed on an "AS IS" BASIS,

WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and

limitations under the License.

python-dateutil 2.8.2 - Apache-2.0

copyright 2019, dateutil Copyright 2017- dateutil contributors Copyright (c) 2015- - dateutil contributors Copyright 2017- Paul Ganssle Copyright (c) 2015- - Paul Ganssle Copyright (c) 2014-2016 - Yaron de Leeuw Copyright (c) 2003-2011 - Gustavo Niemeyer Copyright (c) 2012-2014 - Tomi Pievilainen

Apache License

Version 2.0, January 2004

http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

Definitions.

"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.

"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.

"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.

"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.

"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.

"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.

"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:

(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.

You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

Licensed under the Apache License, Version 2.0 (the "License");

you may not use this file except in compliance with the License.

You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software

distributed under the License is distributed on an "AS IS" BASIS,

WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and

limitations under the License.

requests 2.31.0 - Apache-2.0

Apache License

Version 2.0, January 2004

http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

Definitions.

"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.

"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.

"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.

"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.

"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.

"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.

"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:

(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.

You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

Licensed under the Apache License, Version 2.0 (the "License");

you may not use this file except in compliance with the License.

You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software

distributed under the License is distributed on an "AS IS" BASIS,

WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and

limitations under the License.

rsa 4.9 - Apache-2.0

Apache License

Version 2.0, January 2004

http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

Definitions.

"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.

"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.

"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.

"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.

"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.

"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.

"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:

(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.

You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

Licensed under the Apache License, Version 2.0 (the "License");

you may not use this file except in compliance with the License.

You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software

distributed under the License is distributed on an "AS IS" BASIS,

WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and

limitations under the License.

docutils 0.20.1 - BSD-2-Clause

Item (c) (c) Item C. (c) David Goodger (c) 2003 John Gruber copyright by Mark Pilgrim (c) 2004, 2007 Chad Miller Copyright (c) Gunter Milde (c) 2010, 2021 Gunter Milde Copyright 2020 Gunter Milde Copyright 2021 Gunter Milde Copyright (c) 2001 Mark Pilgrim Copyright (c) 2010 Gunter Milde Copyright (c) 2011 Gunter Milde Copyright (c) 2015 Gunter Milde Copyright (c) 2020 Gunter Milde Copyright (c) 2021 Gunter Milde Copyright (c) 2022 Gunter Milde Copyright (c) 2003, BogusMegaCorp Copyright 2004 by Enthought, Inc. Copyright 2001-2004 by David Goodger Copyright (c) 2011, 2017 Gunter Milde Copyright (c) 2015, 2021 Gunter Milde Copyright (c) 2020, 2022 Gunter Milde Copyright copy 2003 by John Q. Public Copyright copy 2003, BogusMegaCorp (TM) Copyright (c) 2005 Jens Jorgen Mortensen Copyright copy 2003, BogusMegaCorp trade Copyright (c) 2005, 2009, 2015 Gunter Milde Copyright (c) 2011, 2017, 2022 Gunter Milde copyright by Free Software Foundation, Inc. Copyright (c) 2001 Python Software Foundation Copyright (c) 2016 David Goodger, Gunter Milde Copyright (c) Jens Jorgen Mortensen, Gunter Milde Copyright (c) 2003-2017 Free Software Foundation, Inc. Copyright (c) 2010-2012 Free Software Foundation, Inc. Copyright (c) 2009,2010 Alex Fernandez 2021 Gunter Milde Copyright (c) 2009-2011 Alex Fernandez, 2021 Gunter Milde Copyright (c) 2003 John Gruber (http://daringfireball.net/) Copyright 2004 by Enthought, Inc. Copyright (c) 2007 Free Software Foundation, Inc. Copyright (c) 1995-2001 Corporation for National Research Initiatives Copyright (c) 1991 - 1995, Stichting Mathematisch Centrum Amsterdam, The Netherlands

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Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

mock 5.1.0 - BSD-2-Clause

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

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pyasn1-modules 0.3.0 - BSD-2-Clause

Copyright (c) 2018, Vigil Security, LLC Copyright (c) 2019, Vigil Security, LLC Copyright (c) 2020, Vigil Security, LLC Copyright (c) 2018, 2019 Vigil Security, LLC Copyright (c) 2018-2019, Vigil Security, LLC Copyright (c) 2005-2020, Ilya Etingof Copyright (c) 2017, Danielle Madeley Copyright (c) 2005-2020, Ilya Etingof (mailto:etingof@gmail.com)

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
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secretstorage 3.3.3 - BSD-2-Clause

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.

cached-property 1.5.2 - BSD-2-Clause AND BSD-3-Clause

BSD-2-Clause AND BSD-3-Clause

colorama 0.4.6 - BSD-2-Clause AND BSD-3-Clause

BSD-2-Clause AND BSD-3-Clause

itsdangerous 2.1.2 - BSD-2-Clause AND BSD-3-Clause

BSD-2-Clause AND BSD-3-Clause

pycparser 2.21 - BSD-2-Clause AND BSD-3-Clause

BSD-2-Clause AND BSD-3-Clause

pywin32-ctypes 0.2.2 - BSD-3-Clause

copyright u'2015, Enthought Ltd Copyright (c) 2014, Enthought, Inc. Copyright (c) 2015, Enthought, Inc. (c) Copyright 2014 Enthought, Inc., Austin, TX (c) Copyright 2015 Enthought, Inc., Austin, TX (c) Copyright 2017 Enthought, Inc., Austin, TX (c) Copyright 2018 Enthought, Inc., Austin, TX (c) Copyright 2023 Enthought, Inc., Austin, TX (c) Copyright 2014-18 Enthought, Inc., Austin, TX (c) Copyright 2015-18 Enthought, Inc., Austin, TX (c) Copyright 2014-2023 Enthought, Inc., Austin, TX

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

jaraco.classes 3.3.0 - MIT

MIT License

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

jeepney 0.8.0 - MIT

MIT License

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

six 1.16.0 - MIT

MIT License

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

strictyaml 1.7.3 - MIT

MIT License

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

tabulate 0.9.0 - MIT

MIT License

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

waitress 2.1.2 - ZPL-2.1

Copyright 1996 by Sam Rushing Copyright (c) 2002 Zope Foundation and Contributors Copyright (c) 2004 Zope Foundation and Contributors Copyright (c) 2005 Zope Foundation and Contributors Copyright (c) 2013 Zope Foundation and Contributors Copyright (c) 2001-2004 Zope Foundation and Contributors Copyright (c) 2001-2005 Zope Foundation and Contributors Copyright (c) 2001, 2002 Zope Foundation and Contributors copyright 2012- s, Agendaless Consulting

Zope Public License (ZPL) Version 2.1 A copyright notice accompanies this license document that identifies the copyright holders.

This license has been certified as open source. It has also been designated as GPL compatible by the Free Software Foundation (FSF).

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

Redistributions in source code must retain the accompanying copyright notice, this list of conditions, and the following disclaimer.
Redistributions in binary form must reproduce the accompanying copyright notice, this list of conditions, and the following disclaimer in the documentation and/or other materials provided with the distribution.
Names of the copyright holders must not be used to endorse or promote products derived from this software without prior written permission from the copyright holders.
The right to distribute this software or to use it for any purpose does not give you the right to use Servicemarks (sm) or Trademarks (tm) of the copyright holders. Use of them is covered by separate agreement with the copyright holders.
If any files are modified, you must cause the modified files to carry prominent notices stating that you changed the files and the date of any change.

Disclaimer

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDERS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

promptflow-azure-ai-language dependencies

requests

FAQs

What is promptflow-azure-ai-language?

Collection of Azure AI Language Prompt flow tools. Visit Snyk Advisor to see a full health score report for promptflow-azure-ai-language, including popularity, security, maintenance & community analysis.

Is promptflow-azure-ai-language popular?

The python package promptflow-azure-ai-language receives a total of 1,887 weekly downloads. As such, promptflow-azure-ai-language popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is promptflow-azure-ai-language well maintained?

We found that promptflow-azure-ai-language demonstrated a healthy version release cadence and project activity. It has a community of 100 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is promptflow-azure-ai-language safe to use?

The python package promptflow-azure-ai-language was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 18 September-2024, at 18:53 (UTC).

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promptflow-azure-ai-language dependencies

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