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Python: Introducing Realtime Clients for OpenAI and Azure OpenAI #10127

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merged 51 commits into from
Mar 4, 2025

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@eavanvalkenburg eavanvalkenburg commented Jan 8, 2025

Motivation and Context

Implements the OpenAI Realtime API with Semantic Kernel

Description

Adds a RealtimeClientBase
Adds RealtimeEvents
Adds OpenAI and Azure Realtime clients

Closes: #10108

Contribution Checklist

@eavanvalkenburg eavanvalkenburg requested a review from a team as a code owner January 8, 2025 16:04
@eavanvalkenburg eavanvalkenburg marked this pull request as draft January 8, 2025 16:04
@markwallace-microsoft markwallace-microsoft added the python Pull requests for the Python Semantic Kernel label Jan 8, 2025
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markwallace-microsoft commented Jan 9, 2025

Python Test Coverage

Python Test Coverage Report •
FileStmtsMissCoverMissing
semantic_kernel
   kernel.py2024777%143, 154, 158, 308–311, 428, 442–485
semantic_kernel/connectors/ai
   chat_completion_client_base.py124298%398, 408
   function_calling_utils.py48296%163, 168
   realtime_client_base.py33197%114
semantic_kernel/connectors/ai/anthropic/services
   anthropic_chat_completion.py162895%159, 165, 178, 184, 188, 245–247, 380
semantic_kernel/connectors/ai/azure_ai_inference/services
   azure_ai_inference_chat_completion.py110695%120–123, 132, 156, 182
semantic_kernel/connectors/ai/bedrock/services
   bedrock_chat_completion.py1351490%115, 137, 162, 166–169, 227, 245–264, 323
semantic_kernel/connectors/ai/google/google_ai/services
   google_ai_chat_completion.py122695%126, 131, 155, 160, 183, 185
semantic_kernel/connectors/ai/google/vertex_ai/services
   vertex_ai_chat_completion.py117497%123, 150, 176, 178
semantic_kernel/connectors/ai/ollama/services
   ollama_chat_completion.py1373475%116, 141, 145–146, 156, 169, 186, 206–207, 211, 224–234, 245–247, 258–267, 279, 289–290, 312, 323–324, 350, 359–367
semantic_kernel/connectors/ai/open_ai/services
   azure_config_base.py56296%95, 97
   azure_realtime.py29872%83–98, 116
   open_ai_realtime.py44113071%342–344, 507–508, 511–512, 515–519, 522, 530–533, 540, 542, 545–546, 596–599, 608–611, 623–624, 663, 669–677, 687–732, 738–739, 742–743, 747–777, 785–794, 798–817, 874–875, 877, 911, 914, 917–927, 930–936, 949, 1010–1011, 1013
semantic_kernel/connectors/ai/open_ai/settings
   azure_open_ai_settings.py26485%119–122
semantic_kernel/contents
   audio_content.py21195%88
   binary_content.py1171389%99, 120, 128, 134, 147, 152–153, 194–199
   function_call_content.py107397%194, 222–223
TOTAL19586255187% 

Python Unit Test Overview

Tests Skipped Failures Errors Time
3207 5 💤 0 ❌ 0 🔥 1m 42s ⏱️

@eavanvalkenburg eavanvalkenburg mentioned this pull request Jan 31, 2025
5 tasks
@eavanvalkenburg eavanvalkenburg marked this pull request as ready for review February 17, 2025 16:01
@eavanvalkenburg eavanvalkenburg changed the title Python: draft initial implementation of Realtime API Python: Introducing Realtime Clients for OpenAI and Azure OpenAI Feb 17, 2025
@eavanvalkenburg eavanvalkenburg force-pushed the realtime branch 2 times, most recently from 4142f8e to bbb89d5 Compare February 21, 2025 10:17
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Copilot reviewed 37 out of 37 changed files in this pull request and generated 1 comment.

@eavanvalkenburg eavanvalkenburg force-pushed the realtime branch 3 times, most recently from f6620ae to fe2204b Compare February 28, 2025 08:13
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Is it possible to add some integration tests?

@moonbox3 moonbox3 added this pull request to the merge queue Mar 4, 2025
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Mar 4, 2025
@moonbox3 moonbox3 added this pull request to the merge queue Mar 4, 2025
Merged via the queue into microsoft:main with commit de54193 Mar 4, 2025
28 checks passed
rracanicci pushed a commit to rracanicci/semantic-kernel that referenced this pull request Mar 5, 2025
…rosoft#10127)

### Motivation and Context

<!-- Thank you for your contribution to the semantic-kernel repo!
Please help reviewers and future users, providing the following
information:
  1. Why is this change required?
  2. What problem does it solve?
  3. What scenario does it contribute to?
  4. If it fixes an open issue, please link to the issue here.
-->
Implements the OpenAI Realtime API with Semantic Kernel

### Description

<!-- Describe your changes, the overall approach, the underlying design.
These notes will help understanding how your code works. Thanks! -->

Adds a RealtimeClientBase
Adds RealtimeEvents
Adds OpenAI and Azure Realtime clients

Closes: microsoft#10108

### Contribution Checklist

<!-- Before submitting this PR, please make sure: -->

- [x] The code builds clean without any errors or warnings
- [x] The PR follows the [SK Contribution
Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md)
and the [pre-submission formatting
script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts)
raises no violations
- [x] All unit tests pass, and I have added new tests where possible
- [x] I didn't break anyone 😄

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
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Python: add support for OpenAI realtime audio
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