[Rebase] Rebase to vllm v0.16.0 (#1357)

Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: ZJY0516 <zhu.jiangyun@foxmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

docs/api/README.md

@@ -7,9 +7,7 @@ Main entry points for vLLM-Omni inference and serving.
 - [vllm_omni.entrypoints.async_omni.AsyncOmni][]
 - [vllm_omni.entrypoints.async_omni_diffusion.AsyncOmniDiffusion][]
 - [vllm_omni.entrypoints.async_omni_llm.AsyncOmniLLM][]
-- [vllm_omni.entrypoints.chat_utils.OmniAsyncMultiModalContentParser][]
-- [vllm_omni.entrypoints.chat_utils.OmniAsyncMultiModalItemTracker][]
-- [vllm_omni.entrypoints.chat_utils.parse_chat_messages_futures][]
+- [vllm_omni.entrypoints.chat_utils.extract_audio_from_video_async][]
 - [vllm_omni.entrypoints.cli.benchmark.base.OmniBenchmarkSubcommandBase][]
 - [vllm_omni.entrypoints.cli.benchmark.main.OmniBenchmarkSubcommand][]
 - [vllm_omni.entrypoints.cli.benchmark.serve.OmniBenchmarkServingSubcommand][]
@@ -31,7 +29,6 @@ Input data structures for multi-modal inputs.
 - [vllm_omni.inputs.data.OmniTextPrompt][]
 - [vllm_omni.inputs.data.OmniTokenInputs][]
 - [vllm_omni.inputs.data.OmniTokensPrompt][]
-- [vllm_omni.inputs.parse.parse_singleton_prompt_omni][]
 - [vllm_omni.inputs.preprocess.OmniInputPreprocessor][]
 
 ## Engine