microsoft--promptflow/docs/cloud/azureai/runtime-change-log.md

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:

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 'detail' parameter on 'Azure OpenAI GPT-4 Turbo with Vision" tool and "OpenAI GPT-4V" 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 "seed" 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