[pf-evals] post release changelog update (#3639)

# Description

Please add an informative description that covers that changes made by
the pull request and link all relevant issues.

# All Promptflow Contribution checklist:
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- [ ] **CHANGELOG is updated for new features, bug fixes or other
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## General Guidelines and Best Practices
- [ ] Title of the pull request is clear and informative.
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### Testing Guidelines
- [ ] Pull request includes test coverage for the included changes.

src/promptflow-evals/CHANGELOG.md

@@ -1,24 +1,25 @@
 # Release History
 
-## v0.3.2 (Upcoming)
+## v0.3.3 (Upcoming)
+### Bugs Fixed
+- Fixed evaluators to accept (non-Azure) Open AI Configs.
 
+## v0.3.2 (2024-08-13)
 ### Features Added
 - Introduced `JailbreakAdversarialSimulator` for customers who need to do run jailbreak and non jailbreak adversarial simulations at the same time. More info in the README.md in `/promptflow/evals/synthetic/README.md#jailbreak-simulator`
 - Exposed batch evaluation run timeout via `PF_BATCH_TIMEOUT_SEC` environment variable. This variable can be used to set the timeout for the batch evaluation for each evaluator and target separately only, not the entire API call.
 
 ### Bugs Fixed
 - Large simulation was causing a jinja exception, this has been fixed.
 - Fixed the issue where the relative data path was not working with the evaluate API when using multiple evaluators.
-- Fixed evaluators to accept (non-Azure) Open AI Configs.
 
 ### Improvements
 - Converted built-in evaluators to async-based implementation, leveraging async batch run for performance improvement. Introduced `PF_EVALS_BATCH_USE_ASYNC` environment variable to enable/disable async batch run, with the default set to False.
 - Parity between evals and Simulator on signature, passing credentials.
 - The `AdversarialSimulator` responds with `category` of harm in the response.
 - Reduced chances of NaNs in GPT based evaluators.
 
-
-## v0.3.1 (2022-07-09)
+## v0.3.1 (2024-07-09)
 - This release contains minor bug fixes and improvements.
 
 ## v0.3.0 (2024-05-17)