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357 lines
7.5 KiB
Markdown
357 lines
7.5 KiB
Markdown
# Change log of default runtime image
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## Runtime image
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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.
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### Pull image
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The image can be pulled by specifying a runtime version and executing the following command:
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```
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docker pull mcr.microsoft.com/azureml/promptflow/promptflow-runtime-stable:<runtime_version>
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```
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### Check image version
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You can check the runtime image version from the flow execution log:
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## Change log
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Default runtime image is continuously updated, and here we record the new features and fixed bugs of each image version.
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### 20251211.v2
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#### New features
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- NA
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#### Bugs fixed
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- Upgrade pip==25.3 go==1.24.9 mlflow>=3.6.0 to fix vulnerabilities
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### 20251014.v1
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#### New features
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- NA
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#### Bugs fixed
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- fix GNU C Library and dpkg vulnerabilities in Ubuntu Image
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### 20250831.v1
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#### New features
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- NA
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#### Bugs fixed
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- Update Ubuntu Image 22.04:latest to fix several security issues in Perl and SQLite
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### 20250806.v3
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#### New features
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- NA
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#### Bugs fixed
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- Upgrade aiohttp>=3.12.14 to fix vulnerability
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### 20250728.v1
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#### New features
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- NA
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#### Bugs fixed
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- Update Ubuntu Image 22.04 to fix several security issues in libssh and Git
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### 20250220.v2
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#### New features
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- Update promptflow-tools to 1.6.0
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#### Bugs fixed
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- Pin marshmallow to ensure compatibility with older versions of promptflow for customer use.
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### 20250131.v2
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Promptflow version 1.17.1 or higher is required due to a known issue with marshmallow.
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#### New features
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- Update promptflow-tools to 1.5.0
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- Update promptflow to 1.17.2
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#### Bugs fixed
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NA
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### 20250109.v2
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#### New features
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- Update promptflow to 1.17.0
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- PromptFlow-vectordb package update : To support langchain 0.3.x
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#### Bugs fixed
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- Update golang crypto, net to fix vulnerabilities
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- Pin aiohttp in runtime image to fix vulnerability
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### 20241214.v1
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Do not use this version due to known issues and bugs.
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#### New features
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NA
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#### Bugs fixed
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- Update langchain-community>=0.3.0 to fix vulnerability
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- Update mlflow>=2.16.0 to fix vulnerability
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### 20241126.v3
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#### New features
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- Upgrade promptflow version to 1.16.2
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#### Bugs fixed
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NA
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### 20241114.v2
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#### New features
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NA
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#### Bugs fixed
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- Update langchain-community>=0.2.19 to fix vulnerability
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### 20241031.v1
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#### New features
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- Upgrade promptflow version to 1.16.1
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#### Bugs fixed
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NA
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### 20241021.v1
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#### New features
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NA
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#### Bugs fixed
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- Upgrade langchain>=0.2.5 and langchain-community>=0.2.5,<0.3.0,!=0.2.14 to fix vulnerability
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### 20240918.v2
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#### New features
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NA
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#### Bugs fixed
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NA
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### 20240909.v2
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#### New features
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NA
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#### Bugs fixed
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NA
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### 20240829.v1
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#### New features
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NA
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#### Bugs fixed
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- Add uvicorn dependency explicitly
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### 20240814.v1
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#### New features
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NA
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#### Bugs fixed
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- Fix non serializable search results
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### 20240731.v1
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#### New features
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- Add Reranker tool with Cohere accessibility to Prompt flow
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#### Bugs fixed
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- Fix run id duplicate check
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- Upgrade langchain version in promptflow-vectordb-sdk
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### 20240709.v1
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#### New features
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- cosmos db vector db support
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- Build and publish promptflow-parallel
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#### Bugs fixed
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- Add aad auth check
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- Fix metadata parser error
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### 20240619.v2
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#### New features
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NA
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#### Bugs fixed
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- Add @blob_error_handling_decorator for cancelling_run and get_run_status in async storage
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- Use dataplane api to list embedding deployments
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- Fix KeyError when get run meet UserAuthenticationValidationError.
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### 20240529.v1
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#### New features
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- [BYOI] Implement PostgreSQL
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- [Lookup tool] Implement BYO-Weaviate Index
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#### Bugs fixed
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- The destination of _download_fileshare_directory should be str
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- Passing DefaultAzureCredential into as_langchain_vectorstore
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- Upgrade Werkzeug to 3.0.3.
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### 20240515.v1
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#### New features
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- runtime support batch run prompty
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- Support init_kwargs for multi-container c# batch run
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- Upgrade gunicorn and mlflow
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#### Bugs fixed
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- Fix and avoid FlowExecutor in PythonApiExecutorProxy
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### 20240511.v1
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#### New features
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- Add support for more huggingface models
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#### Bugs fixed
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- _download_azure_file_share should return str
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- When ingress call gunicorn met timeout, we should not return 200.
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- Pin azureml-rag version to 0.2.30.2
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- Upgrade golang.org/x/net from 0.17.0 to 0.23.0 to fix vulnerability
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### 20240429.v8
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#### New features
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- Remove preview tag from Index Lookup
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- Support init_kwargs in c# batch run in cloud
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#### Bugs fixed
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- Pass init_kwargs to executor in multi container case
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- Fix error of span.attributes.flow_log_path in multi-container.
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- Add duplicated key in SystemLogContext to avoid breaking when LogContext does not have it
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- Add clarification to migration notebook and small fixes
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- [Lookup tool] Update list pinecone index endpoint
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- Handle case where flow_logs_folder is None
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### 20240424.v1
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#### New features
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- Support download working_dir from fileshare.
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- Enable line log for batch run
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- Add prompt_tokens/completion_tokens to run properties
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- Support C# batch run in multi-container runtime
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- Implement ESIndex in common index lookup
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- Handle metadata processing better in Index Lookup
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- implement mongodb support
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#### Bugs fixed
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- Remove Promptflow-evals publish.
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- [Lookup tool] Add workspace name in get()
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- changes to utils.py were accidentally left out of previous PR.
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### 20240411.v4
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#### New features
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- Add 'detail' parameter on 'Azure OpenAI GPT-4 Turbo with Vision" tool and "OpenAI GPT-4V" tool.
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#### Bugs fixed
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- Resolve an intermittent ImportError that arose while loading the package tool.
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- Upgrade langchain>=0.1.1 and langchain-core>=0.1.30 to fix vulnerability.
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### 20240403.v2
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#### New features
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NA
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#### Bugs fixed
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NA
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### 20240326.v2
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#### New features
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- Support environment variables for C# batch run.
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#### Bugs fixed
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NA
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### 20240319.v1
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#### New features
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NA
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#### Bugs fixed
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NA
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### 20240313.v1
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#### New features
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NA
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#### Bugs fixed
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- Fix an issue where calling a flow with a flow function would result in failure.
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- Improve error handling by categorizing errors as user errors when a run is archived prior to being processed by the runtime.
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### 20240306.v5
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#### New features
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- Support "seed" parameter for built-in LLM tools and GPT-4V tools.
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#### Bugs fixed
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- Handle ClientAuthenticationError properly.
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- Fix appending blob exceeded size limit error by truncating debug info.
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### 20240228.v3
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#### New features
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- Support async flow test for long running jobs.
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#### Bugs fixed
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- Fix bug when collecting package tools.
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### 20240222.v3
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#### New features
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- Added support for executing C# batch runs in eager mode.
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- Introduced the ability to specify the number of workers for batch runs.
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- Implemented functionality to define a timeout for batch runs.
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#### Bugs fixed
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NA
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### 20240205.v2
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#### New features
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NA
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#### Bugs fixed
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- Fix the bug that deployed promptflow endpoint fails to get user assigned identity token.
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### 20240124.v3
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#### New features
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- Support downloading data from Azure Machine Learning registry for batch run.
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- Show node status when one line of a batch run times out.
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#### Bugs fixed
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- Fix the bug that exception raised during preparing data is not set in run history.
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- Fix the bug that unexpected exception is raised when executor process crushes.
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### 20240116.v1
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#### New features
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NA
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#### Bugs fixed
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- Add validation for wrong connection type for LLM tool.
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### 20240111.v2
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#### New features
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- Support error log scrubbing for heron jobs.
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#### Bugs fixed
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- Fixed the compatibility issue between runtime and promptflow package < 1.3.0
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