Spaces:
Paused
Paused
File size: 11,764 Bytes
4efde5d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 |
from typing import Dict, List, Optional, Set
from .models import Model, ModelProvider, ModelCapability, ModelPricing
DEFAULT_FREE_MODEL = "Kimi K2"
DEFAULT_PREMIUM_MODEL = "Claude Sonnet 4"
class ModelRegistry:
def __init__(self):
self._models: Dict[str, Model] = {}
self._aliases: Dict[str, str] = {}
self._initialize_models()
def _initialize_models(self):
self.register(Model(
id="anthropic/claude-sonnet-4-20250514",
name="Claude Sonnet 4",
provider=ModelProvider.ANTHROPIC,
aliases=["claude-sonnet-4", "anthropic/claude-sonnet-4", "Claude Sonnet 4", "claude-sonnet-4-20250514"],
context_window=200_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
ModelCapability.VISION,
ModelCapability.THINKING,
],
pricing=ModelPricing(
input_cost_per_million_tokens=3.00,
output_cost_per_million_tokens=15.00
),
tier_availability=["paid"],
priority=100,
recommended=True,
enabled=True
))
self.register(Model(
id="anthropic/claude-3-7-sonnet-latest",
name="Claude 3.7 Sonnet",
provider=ModelProvider.ANTHROPIC,
aliases=["sonnet-3.7", "claude-3.7", "Claude 3.7 Sonnet", "claude-3-7-sonnet-latest"],
context_window=200_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
ModelCapability.VISION,
],
pricing=ModelPricing(
input_cost_per_million_tokens=3.00,
output_cost_per_million_tokens=15.00
),
tier_availability=["paid"],
priority=93,
enabled=True
))
self.register(Model(
id="anthropic/claude-3-5-sonnet-latest",
name="Claude 3.5 Sonnet",
provider=ModelProvider.ANTHROPIC,
aliases=["sonnet-3.5", "claude-3.5", "Claude 3.5 Sonnet", "claude-3-5-sonnet-latest"],
context_window=200_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
ModelCapability.VISION,
],
pricing=ModelPricing(
input_cost_per_million_tokens=3.00,
output_cost_per_million_tokens=15.00
),
tier_availability=["paid"],
priority=90,
enabled=True
))
self.register(Model(
id="openai/gpt-5",
name="GPT-5",
provider=ModelProvider.OPENAI,
aliases=["gpt-5", "GPT-5"],
context_window=400_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
ModelCapability.VISION,
ModelCapability.STRUCTURED_OUTPUT,
],
pricing=ModelPricing(
input_cost_per_million_tokens=1.25,
output_cost_per_million_tokens=10.00
),
tier_availability=["paid"],
priority=99,
enabled=True
))
self.register(Model(
id="openai/gpt-5-mini",
name="GPT-5 Mini",
provider=ModelProvider.OPENAI,
aliases=["gpt-5-mini", "GPT-5 Mini"],
context_window=400_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
ModelCapability.STRUCTURED_OUTPUT,
],
pricing=ModelPricing(
input_cost_per_million_tokens=0.25,
output_cost_per_million_tokens=2.00
),
tier_availability=["free", "paid"],
priority=85,
enabled=True
))
self.register(Model(
id="gemini/gemini-2.5-pro",
name="Gemini 2.5 Pro",
provider=ModelProvider.GOOGLE,
aliases=["google/gemini-2.5-pro", "gemini-2.5-pro", "Gemini 2.5 Pro"],
context_window=2_000_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
ModelCapability.VISION,
ModelCapability.STRUCTURED_OUTPUT,
],
pricing=ModelPricing(
input_cost_per_million_tokens=1.25,
output_cost_per_million_tokens=10.00
),
tier_availability=["paid"],
priority=96,
enabled=True
))
self.register(Model(
id="xai/grok-4",
name="Grok 4",
provider=ModelProvider.XAI,
aliases=["grok-4", "x-ai/grok-4", "openrouter/x-ai/grok-4", "Grok 4"],
context_window=128_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
],
pricing=ModelPricing(
input_cost_per_million_tokens=5.00,
output_cost_per_million_tokens=15.00
),
tier_availability=["paid"],
priority=94,
enabled=True
))
self.register(Model(
id="openrouter/moonshotai/kimi-k2",
name="Kimi K2",
provider=ModelProvider.MOONSHOTAI,
aliases=["moonshotai/kimi-k2", "kimi-k2", "Kimi K2"],
context_window=200_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING,
],
pricing=ModelPricing(
input_cost_per_million_tokens=1.00,
output_cost_per_million_tokens=3.00
),
tier_availability=["free", "paid"],
priority=100,
enabled=True
))
"""
# DeepSeek Models
self.register(Model(
id="openrouter/deepseek/deepseek-chat",
name="DeepSeek Chat",
provider=ModelProvider.OPENROUTER,
aliases=["deepseek", "deepseek-chat"],
context_window=128_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING
],
pricing=ModelPricing(
input_cost_per_million_tokens=0.38,
output_cost_per_million_tokens=0.89
),
tier_availability=["free", "paid"],
priority=95,
enabled=False # Currently disabled
))
# Qwen Models
self.register(Model(
id="openrouter/qwen/qwen3-235b-a22b",
name="Qwen3 235B",
provider=ModelProvider.OPENROUTER,
aliases=["qwen3", "qwen-3"],
context_window=128_000,
capabilities=[
ModelCapability.CHAT,
ModelCapability.FUNCTION_CALLING
],
pricing=ModelPricing(
input_cost_per_million_tokens=0.13,
output_cost_per_million_tokens=0.60
),
tier_availability=["free", "paid"],
priority=90,
enabled=False # Currently disabled
))
"""
def register(self, model: Model) -> None:
self._models[model.id] = model
for alias in model.aliases:
self._aliases[alias] = model.id
def get(self, model_id: str) -> Optional[Model]:
if model_id in self._models:
return self._models[model_id]
if model_id in self._aliases:
actual_id = self._aliases[model_id]
return self._models.get(actual_id)
return None
def get_all(self, enabled_only: bool = True) -> List[Model]:
models = list(self._models.values())
if enabled_only:
models = [m for m in models if m.enabled]
return models
def get_by_tier(self, tier: str, enabled_only: bool = True) -> List[Model]:
models = self.get_all(enabled_only)
return [m for m in models if tier in m.tier_availability]
def get_by_provider(self, provider: ModelProvider, enabled_only: bool = True) -> List[Model]:
models = self.get_all(enabled_only)
return [m for m in models if m.provider == provider]
def get_by_capability(self, capability: ModelCapability, enabled_only: bool = True) -> List[Model]:
models = self.get_all(enabled_only)
return [m for m in models if capability in m.capabilities]
def resolve_model_id(self, model_id: str) -> Optional[str]:
model = self.get(model_id)
return model.id if model else None
def get_aliases(self, model_id: str) -> List[str]:
model = self.get(model_id)
return model.aliases if model else []
def enable_model(self, model_id: str) -> bool:
model = self.get(model_id)
if model:
model.enabled = True
return True
return False
def disable_model(self, model_id: str) -> bool:
model = self.get(model_id)
if model:
model.enabled = False
return True
return False
def get_context_window(self, model_id: str, default: int = 31_000) -> int:
model = self.get(model_id)
return model.context_window if model else default
def get_pricing(self, model_id: str) -> Optional[ModelPricing]:
model = self.get(model_id)
return model.pricing if model else None
def to_legacy_format(self) -> Dict:
models_dict = {}
aliases_dict = {}
pricing_dict = {}
context_windows_dict = {}
for model in self.get_all(enabled_only=True):
models_dict[model.id] = {
"aliases": model.aliases,
"pricing": {
"input_cost_per_million_tokens": model.pricing.input_cost_per_million_tokens,
"output_cost_per_million_tokens": model.pricing.output_cost_per_million_tokens,
} if model.pricing else None,
"context_window": model.context_window,
"tier_availability": model.tier_availability,
}
for alias in model.aliases:
aliases_dict[alias] = model.id
if model.pricing:
pricing_dict[model.id] = {
"input_cost_per_million_tokens": model.pricing.input_cost_per_million_tokens,
"output_cost_per_million_tokens": model.pricing.output_cost_per_million_tokens,
}
context_windows_dict[model.id] = model.context_window
free_models = [m.id for m in self.get_by_tier("free")]
paid_models = [m.id for m in self.get_by_tier("paid")]
# Debug logging
from utils.logger import logger
logger.debug(f"Legacy format generation: {len(free_models)} free models, {len(paid_models)} paid models")
logger.debug(f"Free models: {free_models}")
logger.debug(f"Paid models: {paid_models}")
return {
"MODELS": models_dict,
"MODEL_NAME_ALIASES": aliases_dict,
"HARDCODED_MODEL_PRICES": pricing_dict,
"MODEL_CONTEXT_WINDOWS": context_windows_dict,
"FREE_TIER_MODELS": free_models,
"PAID_TIER_MODELS": paid_models,
}
registry = ModelRegistry() |