fix(azure): sanitize messages and handle temperature
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@@ -180,7 +180,7 @@ class LiteLLMProvider(LLMProvider):
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def _sanitize_messages(messages: list[dict[str, Any]], extra_keys: frozenset[str] = frozenset()) -> list[dict[str, Any]]:
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"""Strip non-standard keys and ensure assistant messages have a content key."""
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allowed = _ALLOWED_MSG_KEYS | extra_keys
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sanitized = []
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sanitized = LLMProvider._sanitize_request_messages(messages, allowed)
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id_map: dict[str, str] = {}
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def map_id(value: Any) -> Any:
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@@ -188,12 +188,7 @@ class LiteLLMProvider(LLMProvider):
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return value
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return id_map.setdefault(value, LiteLLMProvider._normalize_tool_call_id(value))
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for msg in messages:
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clean = {k: v for k, v in msg.items() if k in allowed}
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# Strict providers require "content" even when assistant only has tool_calls
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if clean.get("role") == "assistant" and "content" not in clean:
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clean["content"] = None
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for clean in sanitized:
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# Keep assistant tool_calls[].id and tool tool_call_id in sync after
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# shortening, otherwise strict providers reject the broken linkage.
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if isinstance(clean.get("tool_calls"), list):
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@@ -209,7 +204,6 @@ class LiteLLMProvider(LLMProvider):
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if "tool_call_id" in clean and clean["tool_call_id"]:
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clean["tool_call_id"] = map_id(clean["tool_call_id"])
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sanitized.append(clean)
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return sanitized
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async def chat(
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