Parse and validate configuration parameters.
(request_config: Dict[str, Any])
| 115 | return final_response, total_tokens |
| 116 | |
| 117 | def _parse_config(request_config: Dict[str, Any]) -> Dict[str, Any]: |
| 118 | """Parse and validate configuration parameters.""" |
| 119 | |
| 120 | default_config = { |
| 121 | "deepthink_samples": 3, |
| 122 | "confidence_threshold": 0.7, |
| 123 | "max_tokens": 16382, |
| 124 | "temperature": 0.7, |
| 125 | "top_p": 0.95, |
| 126 | "enable_self_discover": True, |
| 127 | "reasoning_modules_limit": 7 |
| 128 | } |
| 129 | |
| 130 | # Override with request config values |
| 131 | for key, value in request_config.items(): |
| 132 | if key in default_config: |
| 133 | default_config[key] = value |
| 134 | |
| 135 | # Handle max_completion_tokens (preferred) or max_tokens (deprecated) |
| 136 | if 'max_completion_tokens' in request_config: |
| 137 | default_config['max_tokens'] = request_config['max_completion_tokens'] |
| 138 | elif 'max_tokens' in request_config: |
| 139 | default_config['max_tokens'] = request_config['max_tokens'] |
| 140 | |
| 141 | # Validate ranges |
| 142 | default_config["deepthink_samples"] = max(1, min(10, default_config["deepthink_samples"])) |
| 143 | default_config["confidence_threshold"] = max(0.0, min(1.0, default_config["confidence_threshold"])) |
| 144 | default_config["temperature"] = max(0.0, min(2.0, default_config["temperature"])) |
| 145 | default_config["top_p"] = max(0.0, min(1.0, default_config["top_p"])) |
| 146 | default_config["reasoning_modules_limit"] = max(3, min(15, default_config["reasoning_modules_limit"])) |
| 147 | |
| 148 | return default_config |
| 149 | |
| 150 | def _extract_task_description(initial_query: str, system_prompt: str) -> str: |
| 151 | """Extract a task description for SELF-DISCOVER from the query and system prompt.""" |