Change log of default runtime image#

Runtime image#

In Azure Machine Learning prompt flow, runtime provides the environment to execute flows. The default runtime includes a pre-built Docker image, which contains all necessary dependent packages.

Pull image#

The image can be pulled by specifying a runtime version and executing the following command:

docker pull mcr.microsoft.com/azureml/promptflow/promptflow-runtime-stable:<runtime_version>

Check image version#

You can check the runtime image version from the flow execution log: img

Change log#

Default runtime image is continuously updated, and here we record the new features and fixed bugs of each image version.

20251211.v2#

New features#

  • NA

Bugs fixed#

  • Upgrade pip==25.3 go==1.24.9 mlflow>=3.6.0 to fix vulnerabilities

20251014.v1#

New features#

  • NA

Bugs fixed#

  • fix GNU C Library and dpkg vulnerabilities in Ubuntu Image

20250831.v1#

New features#

  • NA

Bugs fixed#

  • Update Ubuntu Image 22.04:latest to fix several security issues in Perl and SQLite

20250806.v3#

New features#

  • NA

Bugs fixed#

  • Upgrade aiohttp>=3.12.14 to fix vulnerability

20250728.v1#

New features#

  • NA

Bugs fixed#

  • Update Ubuntu Image 22.04 to fix several security issues in libssh and Git

20250220.v2#

New features#

  • Update promptflow-tools to 1.6.0

Bugs fixed#

  • Pin marshmallow to ensure compatibility with older versions of promptflow for customer use.

20250131.v2#

Promptflow version 1.17.1 or higher is required due to a known issue with marshmallow.

New features#

  • Update promptflow-tools to 1.5.0

  • Update promptflow to 1.17.2

Bugs fixed#

NA

20250109.v2#

New features#

  • Update promptflow to 1.17.0

  • PromptFlow-vectordb package update : To support langchain 0.3.x

Bugs fixed#

  • Update golang crypto, net to fix vulnerabilities

  • Pin aiohttp in runtime image to fix vulnerability

20241214.v1#

Do not use this version due to known issues and bugs.

New features#

NA

Bugs fixed#

  • Update langchain-community>=0.3.0 to fix vulnerability

  • Update mlflow>=2.16.0 to fix vulnerability

20241126.v3#

New features#

  • Upgrade promptflow version to 1.16.2

Bugs fixed#

NA

20241114.v2#

New features#

NA

Bugs fixed#

  • Update langchain-community>=0.2.19 to fix vulnerability

20241031.v1#

New features#

  • Upgrade promptflow version to 1.16.1

Bugs fixed#

NA

20241021.v1#

New features#

NA

Bugs fixed#

  • Upgrade langchain>=0.2.5 and langchain-community>=0.2.5,<0.3.0,!=0.2.14 to fix vulnerability

20240918.v2#

New features#

NA

Bugs fixed#

NA

20240909.v2#

New features#

NA

Bugs fixed#

NA

20240829.v1#

New features#

NA

Bugs fixed#

  • Add uvicorn dependency explicitly

20240814.v1#

New features#

NA

Bugs fixed#

  • Fix non serializable search results

20240731.v1#

New features#

  • Add Reranker tool with Cohere accessibility to Prompt flow

Bugs fixed#

  • Fix run id duplicate check

  • Upgrade langchain version in promptflow-vectordb-sdk

20240709.v1#

New features#

  • cosmos db vector db support

  • Build and publish promptflow-parallel

Bugs fixed#

  • Add aad auth check

  • Fix metadata parser error

20240619.v2#

New features#

NA

Bugs fixed#

  • Add @blob_error_handling_decorator for cancelling_run and get_run_status in async storage

  • Use dataplane api to list embedding deployments

  • Fix KeyError when get run meet UserAuthenticationValidationError.

20240529.v1#

New features#

  • [BYOI] Implement PostgreSQL

  • [Lookup tool] Implement BYO-Weaviate Index

Bugs fixed#

  • The destination of _download_fileshare_directory should be str

  • Passing DefaultAzureCredential into as_langchain_vectorstore

  • Upgrade Werkzeug to 3.0.3.

20240515.v1#

New features#

  • runtime support batch run prompty

  • Support init_kwargs for multi-container c# batch run

  • Upgrade gunicorn and mlflow

Bugs fixed#

  • Fix and avoid FlowExecutor in PythonApiExecutorProxy

20240511.v1#

New features#

  • Add support for more huggingface models

Bugs fixed#

  • _download_azure_file_share should return str

  • When ingress call gunicorn met timeout, we should not return 200.

  • Pin azureml-rag version to 0.2.30.2

  • Upgrade golang.org/x/net from 0.17.0 to 0.23.0 to fix vulnerability

20240429.v8#

New features#

  • Remove preview tag from Index Lookup

  • Support init_kwargs in c# batch run in cloud

Bugs fixed#

  • Pass init_kwargs to executor in multi container case

  • Fix error of span.attributes.flow_log_path in multi-container.

  • Add duplicated key in SystemLogContext to avoid breaking when LogContext does not have it

  • Add clarification to migration notebook and small fixes

  • [Lookup tool] Update list pinecone index endpoint

  • Handle case where flow_logs_folder is None

20240424.v1#

New features#

  • Support download working_dir from fileshare.

  • Enable line log for batch run

  • Add prompt_tokens/completion_tokens to run properties

  • Support C# batch run in multi-container runtime

  • Implement ESIndex in common index lookup

  • Handle metadata processing better in Index Lookup

  • implement mongodb support

Bugs fixed#

  • Remove Promptflow-evals publish.

  • [Lookup tool] Add workspace name in get()

  • changes to utils.py were accidentally left out of previous PR.

20240411.v4#

New features#

  • Add ā€˜detailā€™ parameter on ā€˜Azure OpenAI GPT-4 Turbo with Visionā€ tool and ā€œOpenAI GPT-4Vā€ tool.

Bugs fixed#

  • Resolve an intermittent ImportError that arose while loading the package tool.

  • Upgrade langchain>=0.1.1 and langchain-core>=0.1.30 to fix vulnerability.

20240403.v2#

New features#

NA

Bugs fixed#

NA

20240326.v2#

New features#

  • Support environment variables for C# batch run.

Bugs fixed#

NA

20240319.v1#

New features#

NA

Bugs fixed#

NA

20240313.v1#

New features#

NA

Bugs fixed#

  • Fix an issue where calling a flow with a flow function would result in failure.

  • Improve error handling by categorizing errors as user errors when a run is archived prior to being processed by the runtime.

20240306.v5#

New features#

  • Support ā€œseedā€ parameter for built-in LLM tools and GPT-4V tools.

Bugs fixed#

  • Handle ClientAuthenticationError properly.

  • Fix appending blob exceeded size limit error by truncating debug info.

20240228.v3#

New features#

  • Support async flow test for long running jobs.

Bugs fixed#

  • Fix bug when collecting package tools.

20240222.v3#

New features#

  • Added support for executing C# batch runs in eager mode.

  • Introduced the ability to specify the number of workers for batch runs.

  • Implemented functionality to define a timeout for batch runs.

Bugs fixed#

NA

20240205.v2#

New features#

NA

Bugs fixed#

  • Fix the bug that deployed promptflow endpoint fails to get user assigned identity token.

20240124.v3#

New features#

  • Support downloading data from Azure Machine Learning registry for batch run.

  • Show node status when one line of a batch run times out.

Bugs fixed#

  • Fix the bug that exception raised during preparing data is not set in run history.

  • Fix the bug that unexpected exception is raised when executor process crushes.

20240116.v1#

New features#

NA

Bugs fixed#

  • Add validation for wrong connection type for LLM tool.

20240111.v2#

New features#

  • Support error log scrubbing for heron jobs.

Bugs fixed#

  • Fixed the compatibility issue between runtime and promptflow package < 1.3.0