我换成azure_openai为什么报如下错误

[young6man]

/[Mirix.AgentWrapper.mirix] INFO: Setting timezone to: UTC (UTC+00:00)
[Mirix.AgentWrapper.mirix] INFO: (UTC+00:00)
🔄 Initializing model: gpt-4o
/vepfs-cnbj3fa964354bf4/memory/111memory/MIRIX-main/mirix/llm_api/helpers.py:271: UserWarning: Unpacking inner thoughts from more than one tool call (2) is not supported
warnings.warn(f"Unpacking inner thoughts from more than one tool call ({len(message.tool_calls)}) is not supported")
[Mirix.Agent.meta_memory_agent] INFO: Processing 2 tool call(s)
[Mirix.Agent.meta_memory_agent] INFO: Processing tool call 1/2: trigger_memory_update with tool_call_id: call_QMtt6H84BfeQOrScUsE4j9gR
0%| | 0/1 [00:00<?, ?it/s][Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: semantic_memory_insert with tool_call_id: call_zMHYkQoT64meFhM3Qbe17hAD
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function semantic_memory_insert: ValueError: Missing key inputs argument! To use the Google AI API,provide (api_key) arguments. To use the Google Cloud API, provide (vertexai, project & location) arguments.",
"time": "2025-08-15 09:11:31 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_jHNS3eOjf9uAKyOF5LmQAkaO
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:33 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_4tWi9jJo49obiwztYkbCpb54
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:36 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_rjwCPJhyW88jKmhGbwzdqIYd
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:38 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_AmbRILh0C2VnduXfj2l0pHOy
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:41 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_fJXJx8xV7YbicrmVjdJugB46
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:44 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_pJCia6UdwTXSkRD2s9J3X8rW
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:47 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_PaUj5qk1gr0zklYyFYCTPPLi
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:49 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_MFZap1UtLv4nsaeIRa3WJmpq
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:52 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_SG7qnrq5LsX7gdFmwar4wJ6l
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:54 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_x9Lqgfe7maZgM0gSJrqlWZTE
[Mirix.Agent.semantic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function finish_memory_update: TypeError: finish_memory_update() got an unexpected keyword argument '} 1'",
"time": "2025-08-15 09:11:57 AM CST+0800"
}
[Mirix.Agent.semantic_memory_agent] INFO: Hit max chaining steps, stopping after 11 steps
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:31<00:00, 31.81s/it]
[Mirix.Agent.meta_memory_agent] INFO: Processing tool call 2/2: trigger_memory_update with tool_call_id: call_6ntP1EHMYvE8dHytubwEn8NO
0%| | 0/1 [00:00<?, ?it/s][Mirix.Agent.episodic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.episodic_memory_agent] INFO: Processing tool call 1/1: episodic_memory_insert with tool_call_id: call_bSP8UNOZEaaCXTaFDMOjm3RM
[Mirix.Agent.episodic_memory_agent] INFO: Function failed with error: {
"status": "Failed",
"message": "Error executing function episodic_memory_insert: ValueError: Missing key inputs argument! To use the Google AI API,provide (api_key) arguments. To use the Google Cloud API, provide (vertexai, project & location) arguments.",
"time": "2025-08-15 09:12:00 AM CST+0800"
}
[Mirix.Agent.episodic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.episodic_memory_agent] INFO: Processing tool call 1/1: finish_memory_update with tool_call_id: call_SgqRqm7M3bXqRkBEqWfd0rKK
[Mirix.Agent.episodic_memory_agent] INFO: No chaining, stopping after one step
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:05<00:00, 5.11s/it]
[Mirix.Agent.meta_memory_agent] INFO: No chaining, stopping after one step
[Mirix.TemporaryMessageAccumulator.gpt-4o] INFO: Time taken to send to memory agents: 42.660245180130005 seconds
[Mirix.AgentWrapper.mirix] INFO: Time taken to absorb content into memory: 42.66032314300537 seconds

[young6man]

为什么还是会调用google的api

[wangyu-ustc]

您是怎么配置的呀，可以给我看一下您的代码嘛，我来复现一下这个error

[young6man]

您是怎么配置的呀，可以给我看一下您的代码嘛，我来复现一下这个error

麻烦你看下，api key我配置了

[young6man]

另一个问题就是微信群满了，能否再建一个

[wangyu-ustc]

微信群已经建啦 明天我来复现一下这个bug

[young6man]

微信群已经建啦 明天我来复现一下这个bug

好的，感谢

[wangyu-ustc]

噢我知道bug了，因为我们还是用的GEMINI作为embedding model，所以还是需要用到 gemini api key，您可以把 mirix/constants.py 里面的 BUILD_EMBEDDINGS_FOR_MEMORY 改成False，它就不会再用embedding model了

[young6man]

噢我知道bug了，因为我们还是用的GEMINI作为embedding model，所以还是需要用到 gemini api key，您可以把 mirix/constants.py 里面的 BUILD_EMBEDDINGS_FOR_MEMORY 改成False，它就不会再用embedding model了

感谢

[young6man]

噢我知道bug了，因为我们还是用的GEMINI作为embedding model，所以还是需要用到 gemini api key，您可以把 mirix/constants.py 里面的 BUILD_EMBEDDINGS_FOR_MEMORY 改成False，它就不会再用embedding model了

看样子没问题了

(mirix)bf4# python /MIRIX-main/111.py
[Mirix.AgentWrapper.mirix] INFO: Setting timezone to: UTC (UTC+00:00)
[Mirix.AgentWrapper.mirix] INFO: (UTC+00:00)
🔄 Initializing model: gpt-4o
/vepfs-cnbj3fa964354bf4/memory/111memory/MIRIX-main/mirix/llm_api/helpers.py:271: UserWarning: Unpacking inner thoughts from more than one tool call (2) is not supported
warnings.warn(f"Unpacking inner thoughts from more than one tool call ({len(message.tool_calls)}) is not supported")
[Mirix.Agent.meta_memory_agent] INFO: Processing 2 tool call(s)
[Mirix.Agent.meta_memory_agent] INFO: Processing tool call 1/2: trigger_memory_update with tool_call_id: call_z9EmSs9BZRfU2hckQpsGlKhF
0%| | 0/2 [00:00<?, ?it/s][Mirix.Agent.episodic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.episodic_memory_agent] INFO: Processing tool call 1/1: episodic_memory_insert with tool_call_id: call_CC7wPNh8zEE2jTJa0XSRcKuU
[Mirix.Agent.episodic_memory_agent] INFO: No chaining, stopping after one step
50%|█████████████████████████████████████████▌ | 1/2 [00:05<00:05, 5.77s/it][Mirix.Agent.semantic_memory_agent] INFO: Processing 1 tool call(s)
[Mirix.Agent.semantic_memory_agent] INFO: Processing tool call 1/1: semantic_memory_insert with tool_call_id: call_IiVph3GTbUtlVXTrKO16ENAo
[Mirix.Agent.semantic_memory_agent] INFO: No chaining, stopping after one step
100%|███████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00, 3.45s/it]
[Mirix.Agent.meta_memory_agent] INFO: Processing tool call 2/2: finish_memory_update with tool_call_id: call_wwD8vZeKpRrLRIMwmxnm8ojX
[Mirix.Agent.meta_memory_agent] INFO: No chaining, stopping after one step
[Mirix.TemporaryMessageAccumulator.gpt-4o] INFO: Time taken to send to memory agents: 15.616918802261353 seconds
[Mirix.AgentWrapper.mirix] INFO: Time taken to absorb content into memory: 15.617005586624146 seconds

[young6man]

噢我知道bug了，因为我们还是用的GEMINI作为embedding model，所以还是需要用到 gemini api key，您可以把 mirix/constants.py 里面的 BUILD_EMBEDDINGS_FOR_MEMORY 改成False，它就不会再用embedding model了

如果我想换成其他的api，那除了改配置文件，还需要改其他地方吗

[onestardao]

@young6man

看了一下这串日志，核心不像「换成 azure 就报错」这么简单。
栈里同时出现了 VertexAI 与 Gemini 相关报错，以及 finish_memory_update() 收到不支持的参数，说明提供商切换后仍在走旧的记忆与嵌入分支，函数签名与密钥组没有同步。这对上我们清单里的 Problem Map No 16 Pre-deploy Collapse，常见伴随 No 14 Bootstrap Ordering，也就是先放开了代理与并发，后面才改配置和索引，结果一进场就崩。

建议做一次干净的语义侧修复，不用改基础设施：

1. 清环境变量与缓存
   关掉进程，清掉与 Google 相关的密钥和配置项，然后只保留 Azure OpenAI 所需的几项。重启后确认加载到的 provider 只有 Azure。

2. 统一嵌入提供商
   现在日志显示记忆模块仍在请求 Gemini。要么改成用 Azure 的 embedding，要么把 BUILD_EMBEDDINGS_FOR_MEMORY 关掉，确保记忆与检索不会再调用旧的 embedding。

3. 重建记忆索引
   旧索引是按旧的 embedding 训练的，直接复用会错配。删掉并用新的 embedding 模型重建一遍，先用小样本验证。

4. 最小复现自检
   只启一个 agent，跑一次 memory 工具链，确认第一步函数调用的 provider、模型名、endpoint 都是 Azure 的，没有混入 VertexAI 或 Gemini。再把并发与批量慢慢打开。

5. 链路保护
   仍然出现 “max chaining steps” 或循环卡住时，套用我们的语义防火墙清单里的 No 14 顺序校验与退避节律表，先限流后放大并发，避免重试还没起作用就把请求堆满。

如果需要，我可以把 No 16 与 No 14 的检查清单发你，按表逐项核对，通常一轮就能根治。你要清单吗？

[wangyu-ustc]

换成其他的api暂时可能还没支持，需要改这一行代码https://github.com/Mirix-AI/MIRIX/blob/evals/mirix/agent/agent_wrapper.py#L121，我们最近在修各种东西，下一个版本可以让你传embedding config