Skip to content
Kward Search API index

Module: Kward::ModelInfo

Defined in:
lib/kward/model/model_info.rb

Overview

Static and configured model metadata helpers.

Constant Summary collapse

DEFAULT_OPENAI_MODEL = 
"gpt-5.6-sol"
DEFAULT_COPILOT_MODEL = 
"gpt-5-mini"
DEFAULT_ANTHROPIC_MODEL = 
"claude-sonnet-5"
DEFAULT_REASONING_EFFORT = 
"medium"
OPENAI_MODEL_CHOICES = 
%w[gpt-5.6-sol gpt-5.6-terra gpt-5.6-luna gpt-5.5 gpt-5.4 gpt-5.4-mini gpt-5.3-codex-spark].freeze
ANTHROPIC_MODEL_CHOICES = 
%w[
  claude-fable-5
  claude-opus-4-8
  claude-sonnet-5
  claude-sonnet-4-6
  claude-haiku-4-5
  claude-opus-4-7
  claude-opus-4-6
  claude-opus-4-5
  claude-sonnet-4-5
].freeze
COPILOT_MODEL_CHOICES = 
%w[
  gpt-5-mini
  gpt-5.3-codex
  gpt-5.4
  gpt-5.4-mini
  gpt-5.5
  claude-haiku-4.5
  claude-opus-4.5
  claude-opus-4.7
  claude-opus-4.8
  claude-sonnet-4.5
  claude-sonnet-4.6
  gemini-2.5-pro
  gemini-3-flash-preview
  gemini-3.1-pro-preview
  gemini-3.5-flash
  oswe-vscode-prime
].freeze
REASONING_EFFORT_CHOICES = 
[
  ["low", "Low"],
  ["medium", "Medium"],
  ["high", "High"],
  ["xhigh", "Extra High"]
].freeze
OPENAI_REASONING_EFFORT_CHOICES = 
[
  ["none", "None"],
  *REASONING_EFFORT_CHOICES
].freeze
OPENAI_MAX_REASONING_EFFORT_CHOICES = 
[
  *OPENAI_REASONING_EFFORT_CHOICES,
  ["max", "Max"]
].freeze
ANTHROPIC_HIGH_REASONING_EFFORT_CHOICES = 
[
  ["low", "Low"],
  ["medium", "Medium"],
  ["high", "High"],
  ["xhigh", "Extra High"],
  ["max", "Max"]
].freeze
ANTHROPIC_STANDARD_REASONING_EFFORT_CHOICES = 
[
  ["low", "Low"],
  ["medium", "Medium"],
  ["high", "High"],
  ["max", "Max"]
].freeze
ANTHROPIC_OPUS_4_5_REASONING_EFFORT_CHOICES = 
[
  ["low", "Low"],
  ["medium", "Medium"],
  ["high", "High"]
].freeze
IMAGE_UNSUPPORTED_MODELS = 
[
  /(?:\A|\/)gpt-5\.3-codex-spark\z/
].freeze
CODEX_CONTEXT_WINDOWS = 
[
  [/\Agpt-5\.6/, 1_050_000],
  [/\Agpt-5\.5/, 400_000],
  [/\Agpt-5\.4-mini/, 400_000],
  [/\Agpt-5\.4/, 1_050_000],
  [/\Agpt-5-mini/, 400_000],
  [/\Agpt-5-codex/, 400_000],
  [/\Agpt-5\.3-codex-spark/, 128_000],
  [/\Agpt-5\.3-codex/, 400_000],
  [/\Agpt-5\.2-codex/, 400_000],
  [/\Agpt-5/, 400_000],
  [/\Agpt-4\.1/, 1_047_576],
  [/\Agpt-4o/, 128_000],
  [/\Ao3/, 200_000],
  [/\Ao4/, 200_000],
  [/\Agpt-4/, 128_000],
  [/\Agpt-3\.5-turbo/, 16_385]
].freeze
OPENAI_CONTEXT_WINDOWS = 
[
  [/\Agpt-5\.6/, 1_050_000],
  [/\Agpt-5\.5/, 1_050_000],
  [/\Agpt-5\.4-mini/, 400_000],
  [/\Agpt-5\.4/, 1_050_000],
  [/\Agpt-5-mini/, 400_000],
  [/\Agpt-5-codex/, 400_000],
  [/\Agpt-5\.3-codex-spark/, 128_000],
  [/\Agpt-5\.3-codex/, 400_000],
  [/\Agpt-5\.2-codex/, 400_000],
  [/\Agpt-5/, 400_000],
  [/\Agpt-4\.1/, 1_047_576],
  [/\Agpt-4o/, 128_000],
  [/\Ao3/, 200_000],
  [/\Ao4/, 200_000],
  [/\Agpt-4/, 128_000],
  [/\Agpt-3\.5-turbo/, 16_385]
].freeze
ANTHROPIC_CONTEXT_WINDOWS = 
[
  [/\Aclaude-(?:fable|mythos|sonnet)-5(?:\z|-)/, 1_000_000],
  [/\Aclaude-opus-4-(?:6|7|8)(?:\z|-)/, 1_000_000],
  [/\Aclaude-sonnet-4-6(?:\z|-)/, 1_000_000],
  [/\Aclaude-(?:haiku|opus|sonnet)-4-5(?:\z|-)/, 200_000],
  [/\Aclaude-(?:haiku|opus|sonnet)-4(?:\z|-)/, 200_000]
].freeze
GEMINI_CONTEXT_WINDOWS = 
[
  [/\Agemini-(?:2\.5-pro|3(?:\.1)?-pro|3(?:\.5)?-flash)/, 1_048_576]
].freeze

Class Method Summary collapse

Class Method Details

.anthropic_context_window(id) ⇒ Object 



411
412
413
 
# File 'lib/kward/model/model_info.rb', line 411

def anthropic_context_window(id)
  pattern_context_window(ANTHROPIC_CONTEXT_WINDOWS, normalize_anthropic_model(id))
end

.anthropic_reasoning_effort_choices(id) ⇒ Object 



455
456
457
458
459
460
461
462
 
# File 'lib/kward/model/model_info.rb', line 455

def anthropic_reasoning_effort_choices(id)
  text = normalize_anthropic_model(id)
  return ANTHROPIC_HIGH_REASONING_EFFORT_CHOICES if text.match?(/\Aclaude-(?:fable|mythos|sonnet)-5(?:\z|-)|\Aclaude-opus-4-(?:7|8)(?:\z|-)/)
  return ANTHROPIC_STANDARD_REASONING_EFFORT_CHOICES if text.match?(/\Aclaude-(?:opus-4-6|sonnet-4-6)(?:\z|-)/)
  return ANTHROPIC_OPUS_4_5_REASONING_EFFORT_CHOICES if text.match?(/\Aclaude-opus-4-5(?:\z|-)/)

  []
end

.boolean_value(value, default: false) ⇒ Object 



507
508
509
510
511
512
 
# File 'lib/kward/model/model_info.rb', line 507

def boolean_value(value, default: false)
  return default if value.nil?
  return value if value == true || value == false

  value.to_s == "true"
end

.config_key_for_provider(provider) ⇒ Object 



241
242
243
244
245
246
247
248
249
250
251
252
253
254
 
# File 'lib/kward/model/model_info.rb', line 241

def config_key_for_provider(provider)
  return ProviderCatalog.runtime("openai").model_config_key if provider_label(provider) == "OpenAI"

  catalog_provider = ProviderCatalog.find(provider.to_s.downcase) || ProviderCatalog.find_by_name(provider)
  return ProviderCatalog.runtime(catalog_provider.id).model_config_key if catalog_provider && catalog_provider.id != "openai"

  case provider.to_s.downcase
  when "openrouter" then "openrouter_model"
  when "copilot" then "copilot_model"
  when "anthropic", "claude" then "anthropic_model"
  when "local" then "local_model"
  else "openai_model"
  end
end

.config_provider_for_provider(provider) ⇒ Object 



271
272
273
 
# File 'lib/kward/model/model_info.rb', line 271

def config_provider_for_provider(provider)
  provider_config_value(provider)
end

.config_values_for_selection(provider, model) ⇒ Object 



275
276
277
278
279
280
 
# File 'lib/kward/model/model_info.rb', line 275

def config_values_for_selection(provider, model)
  {
    config_key_for_provider(provider) => model,
    "provider" => config_provider_for_provider(provider)
  }
end

.conservative_anthropic_context_window(id) ⇒ Object 



382
383
384
 
# File 'lib/kward/model/model_info.rb', line 382

def conservative_anthropic_context_window(id)
  id.to_s.strip.empty? ? nil : 200_000
end

.conservative_context_window(id) ⇒ Object 



375
376
377
378
379
380
 
# File 'lib/kward/model/model_info.rb', line 375

def conservative_context_window(id)
  text = id.to_s
  return 128_000 if text.match?(/\A(?:gpt-|o\d)/)
  return 200_000 if text.start_with?("claude-")
  return 128_000 if text.start_with?("gemini-")
end

.conservative_openrouter_context_window(id) ⇒ Object 



397
398
399
400
401
402
 
# File 'lib/kward/model/model_info.rb', line 397

def conservative_openrouter_context_window(id)
  text = id.to_s
  return conservative_context_window(text.delete_prefix("openai/")) if text.start_with?("openai/")
  return conservative_context_window(normalize_anthropic_model(text.delete_prefix("anthropic/"))) if text.start_with?("anthropic/")
  return conservative_context_window(text.delete_prefix("google/")) if text.start_with?("google/")
end

.conservative_unknown_context_window(id) ⇒ Object 



386
387
388
 
# File 'lib/kward/model/model_info.rb', line 386

def conservative_unknown_context_window(id)
  id.to_s.strip.empty? ? nil : 128_000
end

.context_window(provider, id, openrouter_models: nil) ⇒ Object 



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
 
# File 'lib/kward/model/model_info.rb', line 282

def context_window(provider, id, openrouter_models: nil)
  case provider
  when "Azure OpenAI"
    pattern_context_window(OPENAI_CONTEXT_WINDOWS, id) ||
      conservative_unknown_context_window(id)
  when "Google Gemini"
    pattern_context_window(GEMINI_CONTEXT_WINDOWS, id.to_s.delete_prefix("models/")) ||
      conservative_unknown_context_window(id)
  when "OpenAI"
    pattern_context_window(OPENAI_CONTEXT_WINDOWS, id) ||
      conservative_context_window(id) ||
      conservative_unknown_context_window(id)
  when "Codex"
    pattern_context_window(CODEX_CONTEXT_WINDOWS, id) ||
      openrouter_inferred_context_window(provider, id, openrouter_models: openrouter_models) ||
      conservative_context_window(id)
  when "OpenRouter"
    openrouter_cached_context_window(openrouter_models, id) ||
      openrouter_context_window(id) ||
      conservative_openrouter_context_window(id) ||
      conservative_unknown_context_window(id)
  when "Copilot"
    copilot_context_window(id) ||
      openrouter_inferred_context_window(provider, id, openrouter_models: openrouter_models) ||
      conservative_context_window(id) ||
      conservative_unknown_context_window(id)
  when "Anthropic"
    anthropic_context_window(id) ||
      openrouter_inferred_context_window(provider, id, openrouter_models: openrouter_models) ||
      conservative_context_window(normalize_anthropic_model(id)) ||
      conservative_anthropic_context_window(id)
  end
end

.copilot_context_window(id) ⇒ Object 



404
405
406
407
408
409
 
# File 'lib/kward/model/model_info.rb', line 404

def copilot_context_window(id)
  text = id.to_s
  pattern_context_window(OPENAI_CONTEXT_WINDOWS, text) ||
    anthropic_context_window(normalize_anthropic_model(text)) ||
    pattern_context_window(GEMINI_CONTEXT_WINDOWS, text)
end

.copilot_openrouter_equivalent_ids(id) ⇒ Object 



355
356
357
358
359
360
361
362
363
364
365
366
 
# File 'lib/kward/model/model_info.rb', line 355

def copilot_openrouter_equivalent_ids(id)
  return ["openai/#{id.delete_prefix("openai/")}"] if id.start_with?("openai/") || id.match?(/\A(?:gpt-|o\d)/)
  return ["google/#{id.delete_prefix("google/")}"] if id.start_with?("google/") || id.start_with?("gemini-")

  if id.start_with?("anthropic/") || id.start_with?("claude-")
    raw = id.delete_prefix("anthropic/")
    normalized = normalize_anthropic_model(raw)
    return ["anthropic/#{raw}", "anthropic/#{normalized}"].uniq
  end

  []
end

.current_payload(provider:, model:, reasoning_effort: nil, context_window: nil) ⇒ Object 



494
495
496
497
498
499
500
501
502
503
504
505
 
# File 'lib/kward/model/model_info.rb', line 494

def current_payload(provider:, model:, reasoning_effort: nil, context_window: nil)
  normalize(
    {
      provider: provider,
      id: model,
      model: model,
      reasoningEffort: reasoning_effort,
      contextWindow: context_window,
      current: true
    }
  )
end

.model_for(provider, config:, override_model: nil, env: ENV) ⇒ Object 



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
 
# File 'lib/kward/model/model_info.rb', line 128

def model_for(provider, config:, override_model: nil, env: ENV)
  return override_model if override_model

  if provider_label(provider) == "OpenAI"
    runtime = ProviderCatalog.runtime("openai")
    return env["OPENAI_API_MODEL"] || ConfigFiles.config_value(config, runtime.model_config_key) || DEFAULT_OPENAI_MODEL
  end

  catalog_provider = ProviderCatalog.find_by_name(provider) || ProviderCatalog.find(provider.to_s.downcase)
  if catalog_provider && !["anthropic", "openrouter", "copilot"].include?(catalog_provider.id)
    runtime = ProviderCatalog.runtime(catalog_provider.id)
    return env["#{catalog_provider.id.upcase}_MODEL"] || ConfigFiles.config_value(config, runtime.model_config_key, "model")
  end

  case provider
  when "Local"
    env["KWARD_LOCAL_MODEL"] || ConfigFiles.config_value(config, "local_model")
  when "OpenRouter"
    env["OPENROUTER_MODEL"] || ConfigFiles.config_value(config, "openrouter_model", "model")
  when "Copilot"
    normalize_copilot_model(env["COPILOT_MODEL"] || ConfigFiles.config_value(config, "copilot_model", "model") || DEFAULT_COPILOT_MODEL)
  when "Anthropic"
    normalize_anthropic_model(env["ANTHROPIC_MODEL"] || ConfigFiles.config_value(config, "anthropic_model", "model") || DEFAULT_ANTHROPIC_MODEL)
  else
    env["OPENAI_MODEL"] || ConfigFiles.config_value(config, "openai_model", "model") || DEFAULT_OPENAI_MODEL
  end
end

.normalize(model, current_provider: nil, current_model: nil, current_reasoning_effort: nil) ⇒ Object 



464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
 
# File 'lib/kward/model/model_info.rb', line 464

def normalize(model, current_provider: nil, current_model: nil, current_reasoning_effort: nil)
  model = stringify_keys(model || {})
  provider = model["provider"]
  id = model["id"] || model["model"]
  reasoning = boolean_value(model["reasoning"], default: reasoning_supported?(provider, id))
  reasoning_effort = model["reasoningEffort"] || model["reasoning_effort"] || (current_reasoning_effort if reasoning)
  {
    provider: provider,
    id: id,
    name: model["name"] || id,
    reasoning: reasoning,
    reasoningEffort: reasoning_effort,
    contextWindow: model["contextWindow"] || model["context_window"] || context_window(provider, id),
    supportedParameters: model["supportedParameters"] || model["supported_parameters"],
    source: model["source"],
    current: boolean_value(model["current"], default: provider == current_provider && id == current_model)
  }.compact
end

.normalize_anthropic_model(id) ⇒ Object 



156
157
158
159
160
161
162
163
164
165
166
167
168
169
 
# File 'lib/kward/model/model_info.rb', line 156

def normalize_anthropic_model(id)
  text = id.to_s.strip
  return DEFAULT_ANTHROPIC_MODEL if text.empty?
  text = text.delete_prefix("anthropic/").delete_prefix("claude/")
  {
    "claude-sonnet-4.6" => "claude-sonnet-4-6",
    "claude-sonnet-4.5" => "claude-sonnet-4-5",
    "claude-opus-4.8" => "claude-opus-4-8",
    "claude-opus-4.7" => "claude-opus-4-7",
    "claude-opus-4.6" => "claude-opus-4-6",
    "claude-opus-4.5" => "claude-opus-4-5",
    "claude-haiku-4.5" => "claude-haiku-4-5"
  }.fetch(text, text)
end

.normalize_available(models, current_provider:, current_model:, current_reasoning_effort: nil) ⇒ Object 



483
484
485
486
487
488
489
490
491
492
 
# File 'lib/kward/model/model_info.rb', line 483

def normalize_available(models, current_provider:, current_model:, current_reasoning_effort: nil)
  Array(models).map do |model|
    normalize(
      model,
      current_provider: current_provider,
      current_model: current_model,
      current_reasoning_effort: current_reasoning_effort
    )
  end
end

.normalize_copilot_model(id) ⇒ Object 



171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
 
# File 'lib/kward/model/model_info.rb', line 171

def normalize_copilot_model(id)
  text = id.to_s.strip
  return DEFAULT_COPILOT_MODEL if text.empty?
  text = text.delete_prefix("copilot/")

  {
    "claude-haiku-4-5" => "claude-haiku-4.5",
    "claude-opus-4-5" => "claude-opus-4.5",
    "claude-opus-4-6" => "claude-opus-4.6",
    "claude-opus-4-6-fast" => "claude-opus-4.6-fast",
    "claude-opus-4-7" => "claude-opus-4.7",
    "claude-opus-4-8" => "claude-opus-4.8",
    "claude-sonnet-4-5" => "claude-sonnet-4.5",
    "claude-sonnet-4-6" => "claude-sonnet-4.6",
    "gemini-3.1-pro" => "gemini-3.1-pro-preview",
    "gemini-3-flash" => "gemini-3-flash-preview"
  }.fetch(text, text)
end

.openai_reasoning_effort_choices(id) ⇒ Object 



447
448
449
450
451
452
453
 
# File 'lib/kward/model/model_info.rb', line 447

def openai_reasoning_effort_choices(id)
  text = id.to_s.delete_prefix("openai/")
  return REASONING_EFFORT_CHOICES if text.match?(/\Agpt-5\.[23]-codex/)
  return OPENAI_MAX_REASONING_EFFORT_CHOICES if text.match?(/\Agpt-5\.6(?:\z|-)/)

  OPENAI_REASONING_EFFORT_CHOICES
end

.openrouter_cached_context_window(models, id) ⇒ Object 



321
322
323
324
325
326
327
328
329
 
# File 'lib/kward/model/model_info.rb', line 321

def openrouter_cached_context_window(models, id)
  model = Array(models).find do |entry|
    next false unless entry.respond_to?(:key?)

    entry["id"].to_s == id.to_s || entry[:id].to_s == id.to_s
  end
  value = model && (model["contextWindow"] || model[:contextWindow] || model["context_window"] || model[:context_window])
  positive_integer(value)
end

.openrouter_context_window(id) ⇒ Object 



390
391
392
393
394
395
 
# File 'lib/kward/model/model_info.rb', line 390

def openrouter_context_window(id)
  text = id.to_s
  return pattern_context_window(OPENAI_CONTEXT_WINDOWS, text.delete_prefix("openai/")) if text.start_with?("openai/")
  return anthropic_context_window(text.delete_prefix("anthropic/")) if text.start_with?("anthropic/")
  return pattern_context_window(GEMINI_CONTEXT_WINDOWS, text.delete_prefix("google/")) if text.start_with?("google/")
end

.openrouter_equivalent_ids(provider, id) ⇒ Object 



337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
 
# File 'lib/kward/model/model_info.rb', line 337

def openrouter_equivalent_ids(provider, id)
  text = id.to_s.strip
  return [] if text.empty?

  case provider
  when "Codex"
    ["openai/#{text.delete_prefix("openai/")}"]
  when "Anthropic"
    raw = text.delete_prefix("anthropic/")
    normalized = normalize_anthropic_model(raw)
    ["anthropic/#{raw}", "anthropic/#{normalized}"].uniq
  when "Copilot"
    copilot_openrouter_equivalent_ids(text)
  else
    []
  end
end

.openrouter_inferred_context_window(provider, id, openrouter_models: nil) ⇒ Object 



331
332
333
334
335
 
# File 'lib/kward/model/model_info.rb', line 331

def openrouter_inferred_context_window(provider, id, openrouter_models: nil)
  openrouter_equivalent_ids(provider, id).filter_map do |candidate|
    openrouter_cached_context_window(openrouter_models, candidate)
  end.min
end

.pattern_context_window(patterns, id) ⇒ Object 



316
317
318
319
 
# File 'lib/kward/model/model_info.rb', line 316

def pattern_context_window(patterns, id)
  match = patterns.find { |pattern, _window| id.to_s.match?(pattern) }
  match&.last
end

.positive_integer(value) ⇒ Object 



368
369
370
371
372
373
 
# File 'lib/kward/model/model_info.rb', line 368

def positive_integer(value)
  integer = Integer(value)
  integer.positive? ? integer : nil
rescue ArgumentError, TypeError
  nil
end

.provider_config_value(provider) ⇒ Object 



226
227
228
229
230
231
232
233
234
235
236
237
238
239
 
# File 'lib/kward/model/model_info.rb', line 226

def provider_config_value(provider)
  return ProviderCatalog.runtime("openai").id if provider_label(provider) == "OpenAI"

  catalog_provider = ProviderCatalog.find(provider.to_s.downcase) || ProviderCatalog.find_by_name(provider)
  return ProviderCatalog.runtime(catalog_provider.id).id if catalog_provider && catalog_provider.id != "openai"

  case provider.to_s.downcase
  when "openrouter" then "openrouter"
  when "copilot" then "copilot"
  when "anthropic", "claude" then "anthropic"
  when "local" then "local"
  else "codex"
  end
end

.provider_label(provider) ⇒ Object 



210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
 
# File 'lib/kward/model/model_info.rb', line 210

def provider_label(provider)
  return "OpenAI" if provider.to_s == "OpenAI" || provider.to_s.downcase == "openai_api"

  catalog_provider = ProviderCatalog.find(provider.to_s.downcase) || ProviderCatalog.find_by_name(provider)
  return catalog_provider.name if catalog_provider && !["openai", "copilot"].include?(catalog_provider.id)

  case provider.to_s.downcase
  when "openrouter" then "OpenRouter"
  when "copilot" then "Copilot"
  when "anthropic", "claude" then "Anthropic"
  when "local" then "Local"
  when "codex", "openai" then "Codex"
  else provider.to_s
  end
end

.reasoning_config_key_for_provider(provider) ⇒ Object 



256
257
258
259
260
261
262
263
264
265
266
267
268
269
 
# File 'lib/kward/model/model_info.rb', line 256

def reasoning_config_key_for_provider(provider)
  return ProviderCatalog.runtime("openai").reasoning_config_key if provider_label(provider) == "OpenAI"

  catalog_provider = ProviderCatalog.find(provider.to_s.downcase) || ProviderCatalog.find_by_name(provider)
  return ProviderCatalog.runtime(catalog_provider.id).reasoning_config_key if catalog_provider && catalog_provider.id != "openai"

  case provider.to_s.downcase
  when "openrouter" then "openrouter_reasoning_effort"
  when "copilot" then "copilot_reasoning_effort"
  when "anthropic", "claude" then "anthropic_reasoning_effort"
  when "local" then "local_reasoning_effort"
  else "openai_reasoning_effort"
  end
end

.reasoning_effort(config:, env: ENV, provider: nil) ⇒ Object 



190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
 
# File 'lib/kward/model/model_info.rb', line 190

def reasoning_effort(config:, env: ENV, provider: nil)
  if provider_label(provider) == "OpenAI"
    runtime = ProviderCatalog.runtime("openai")
    return env["OPENAI_API_REASONING_EFFORT"] || ConfigFiles.config_value(config, runtime.reasoning_config_key) || DEFAULT_REASONING_EFFORT
  end

  case provider.to_s
  when "Local"
    nil
  when "OpenRouter"
    env["OPENROUTER_REASONING_EFFORT"] || ConfigFiles.config_value(config, "openrouter_reasoning_effort", "reasoning_effort", "thinking_level") || DEFAULT_REASONING_EFFORT
  when "Copilot"
    env["COPILOT_REASONING_EFFORT"] || ConfigFiles.config_value(config, "copilot_reasoning_effort", "reasoning_effort", "thinking_level") || DEFAULT_REASONING_EFFORT
  when "Anthropic"
    env["ANTHROPIC_REASONING_EFFORT"] || ConfigFiles.config_value(config, "anthropic_reasoning_effort", "reasoning_effort", "thinking_level") || DEFAULT_REASONING_EFFORT
  else
    env["OPENAI_REASONING_EFFORT"] || ConfigFiles.config_value(config, "openai_reasoning_effort", "reasoning_effort", "thinking_level") || DEFAULT_REASONING_EFFORT
  end
end

.reasoning_effort_choices(provider, id) ⇒ Object 



434
435
436
437
438
439
440
441
442
443
444
445
 
# File 'lib/kward/model/model_info.rb', line 434

def reasoning_effort_choices(provider, id)
  case provider
  when "Codex", "OpenRouter"
    openai_reasoning_effort_choices(id)
  when "Anthropic"
    anthropic_reasoning_effort_choices(id)
  when "Copilot"
    id.to_s.match?(/\Agpt-5(?:\.|-|\z)/) ? openai_reasoning_effort_choices(id) : []
  else
    []
  end
end

.reasoning_supported?(provider, id) ⇒ Boolean

Returns:

  • (Boolean) 


421
422
423
424
425
426
427
428
429
430
431
432
 
# File 'lib/kward/model/model_info.rb', line 421

def reasoning_supported?(provider, id)
  case provider
  when "Codex", "OpenRouter"
    true
  when "Anthropic"
    !reasoning_effort_choices(provider, id).empty?
  when "Copilot"
    id.to_s.match?(/\Agpt-5(?:\.|-|\z)/)
  else
    false
  end
end

.stringify_keys(value) ⇒ Object 



514
515
516
 
# File 'lib/kward/model/model_info.rb', line 514

def stringify_keys(value)
  value.each_with_object({}) { |(key, item), result| result[key.to_s] = item }
end

.supports_images?(provider, id) ⇒ Boolean

Returns:

  • (Boolean) 


415
416
417
418
419
 
# File 'lib/kward/model/model_info.rb', line 415

def supports_images?(provider, id)
  return false if provider == "Local"

  IMAGE_UNSUPPORTED_MODELS.none? { |pattern| id.to_s.match?(pattern) }
end