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feat(llm): Add retry mechanism for LLM API calls (#400)
* feat(llm): Add retry mechanism for LLM API calls * feat: configure max_retries for LLM calls via conf.yaml --------- Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
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@@ -10,6 +10,7 @@ BASIC_MODEL:
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base_url: https://ark.cn-beijing.volces.com/api/v3
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base_url: https://ark.cn-beijing.volces.com/api/v3
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model: "doubao-1-5-pro-32k-250115"
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model: "doubao-1-5-pro-32k-250115"
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api_key: xxxx
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api_key: xxxx
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# max_retries: 3 # Maximum number of retries for LLM calls
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# verify_ssl: false # Uncomment this line to disable SSL certificate verification for self-signed certificates
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# verify_ssl: false # Uncomment this line to disable SSL certificate verification for self-signed certificates
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# Reasoning model is optional.
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# Reasoning model is optional.
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@@ -20,6 +21,8 @@ BASIC_MODEL:
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# base_url: https://ark-cn-beijing.bytedance.net/api/v3
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# base_url: https://ark-cn-beijing.bytedance.net/api/v3
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# model: "doubao-1-5-thinking-pro-m-250428"
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# model: "doubao-1-5-thinking-pro-m-250428"
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# api_key: xxxx
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# api_key: xxxx
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# max_retries: 3 # Maximum number of retries for LLM calls
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# OTHER SETTINGS:
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# OTHER SETTINGS:
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# Search engine configuration (Only supports Tavily currently)
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# Search engine configuration (Only supports Tavily currently)
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@@ -70,6 +70,10 @@ def _create_llm_use_conf(
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if not merged_conf:
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if not merged_conf:
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raise ValueError(f"No configuration found for LLM type: {llm_type}")
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raise ValueError(f"No configuration found for LLM type: {llm_type}")
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# Add max_retries to handle rate limit errors
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if "max_retries" not in merged_conf:
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merged_conf["max_retries"] = 3
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if llm_type == "reasoning":
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if llm_type == "reasoning":
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merged_conf["api_base"] = merged_conf.pop("base_url", None)
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merged_conf["api_base"] = merged_conf.pop("base_url", None)
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