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refactor: remove legacy OpenAI API client - #4993

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lvhan028:remove-openai-api-client
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lvhan028:remove-openai-api-client

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Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily receiving feedbacks. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

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Modification

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If so, please describe how it breaks the compatibility and how the downstream projects should modify their code to keep compatibility with this PR.

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  2. The modification is covered by complete unit tests. If not, please add more unit tests to ensure the correctness.
  3. If the modification has a dependency on downstream projects of a newer version, this PR should be tested with all supported versions of downstream projects.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

Copilot AI lite review requested due to automatic review settings September 20, 2026 03:19

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Copilot review overview

🟡 Changes recommended

Handle invalid or unexpected model-discovery response payloads in /nodes/add without propagating parsing exceptions.

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Review effort: Lite
Findings: 1 Medium severity

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What changed in this PR

Removes the legacy OpenAI API client and updates proxy discovery, migration guidance, and documentation to use the official OpenAI SDK or direct HTTP requests.

Changes:

  • Replaces proxy model discovery with direct /v1/models requests.
  • Removes the deprecated API client.
  • Updates API guidance and documentation examples.
File Summary
lmdeploy/​serve/​proxy/​proxy.py Uses direct HTTP model discovery.
lmdeploy/​serve/​openai/​api_client.py Removes the legacy client.
lmdeploy/​api.py Updates migration guidance.
docs/​zh_cn/​quantization/​w8a8.md Updates usage guidance.
docs/​zh_cn/​quantization/​w4a16.md Updates usage guidance.
docs/​zh_cn/​multi_modal/​api_server_vl.md Removes legacy examples.
docs/​zh_cn/​llm/​api_server.md Removes legacy examples.
docs/​en/​quantization/​w8a8.md Updates usage guidance.
docs/​en/​quantization/​w4a16.md Updates usage guidance.
docs/​en/​multi_modal/​api_server_vl.md Removes legacy examples.
docs/​en/​llm/​api_server.md Removes legacy examples.

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response.raise_for_status()
status.models = [model['id'] for model in response.json()['data']]
self.nodes[node_url] = status
except requests.exceptions.RequestException as e: # noqa
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