Index

_

__getitem__() (ooai_llm.model_suites.ModelSuite method) __iter__() (ooai_llm.catalog_insights.ModelCostComparison method) (ooai_llm.model_suites.ModelSuite method)

__len__() (ooai_llm.catalog_insights.ModelCostComparison method) (ooai_llm.model_suites.ModelSuite method) __str__() (ooai_llm.types.ModelString method)

A

abatch() (ooai_llm.profiles.LLM method) accepted (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult property) accepted_count (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionsResult property) aclear() (ooai_llm.cache.NamespacedCache method) action (ooai_llm.tui.commands.TUICommandSpec attribute) active_bg (ooai_llm.tui.themes.TUITheme attribute) active_count (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSnapshot property) active_fg (ooai_llm.tui.themes.TUITheme attribute) add_catalog_filter_args() (in module ooai_llm.cli.help) add_compare_args() (in module ooai_llm.cli.help) add_provider_args() (in module ooai_llm.cli.help) ainvoke() (ooai_llm.profiles.LLM method) alias (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) aliases (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.settings.LLMSettings attribute) ALL_MODEL_SUITE_PRESETS (in module ooai_llm.model_suites) allowed (ooai_llm.tui.data.TUIRefreshDecision attribute) alookup() (ooai_llm.cache.NamespacedCache method)

ANTHROPIC (ooai_llm.providers.Provider attribute) anthropic (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelsByProvider attribute) anthropic_api_key (ooai_llm.settings.ProviderCredentials attribute) api_version (ooai_llm.settings.CatalogProviderSettings attribute) app_dir (ooai_llm.settings.AppSettings property) app_dir_name (ooai_llm.settings.AppSettings attribute) app_name (ooai_llm.settings.AppSettings attribute) app_root (ooai_llm.settings.AppSettings attribute) AppSettings (class in ooai_llm.settings) as_langchain() (ooai_llm.types.ModelString method) as_langchain_model_string() (ooai_llm.types.ModelString method) as_litellm() (ooai_llm.types.ModelString method) astream() (ooai_llm.profiles.LLM method) aupdate() (ooai_llm.cache.NamespacedCache method) auto_refresh_model_defaults() (in module ooai_llm.model_defaults) auto_refresh_models (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.settings.LLMSettings attribute)

B

backend (ooai_llm.profiles.CacheKeyPolicy attribute) (ooai_llm.settings.LLMCacheSettings attribute) balanced (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) base_url (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient attribute) (ooai_llm.settings.CatalogProviderSettings attribute) BaseCache (in module ooai_llm.cache) BaseCacheType (in module ooai_llm.cache) baseline_call_cost_usd (ooai_llm.catalog_insights.ModelCallEquivalent attribute) baseline_model (ooai_llm.catalog_insights.ModelCallEquivalent attribute) batch() (ooai_llm.profiles.LLM method) benchmarks (ooai_llm.tui.data.TUISnapshot attribute) BENCHMARKS_EXAMPLES (in module ooai_llm.cli.help) billing_model_name (ooai_llm.metadata.ModelInfo property) (ooai_llm.metadata.PriceEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) budget (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.profiles.LLM attribute) budget_tokens (ooai_llm.reasoning.ReasoningConfig attribute) budget_usd (ooai_llm.catalog_insights.ModelCostComparison attribute) (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.tui.data.TUIConfig attribute) BudgetExceededError

BudgetPolicy (class in ooai_llm.callbacks) build_capability_profile() (in module ooai_llm.metadata) build_dspy_usage_event() (in module ooai_llm.dspy) build_langchain_usage_event() (in module ooai_llm.callbacks) build_list_models_options() (ooai_llm.settings.CatalogSettings method) build_llm_cache() (in module ooai_llm.cache) build_memory_cache() (in module ooai_llm.cache) build_model_default_overrides() (in module ooai_llm.model_defaults) build_model_profile (in module ooai_llm.metadata) build_namespaced_cache() (in module ooai_llm.cache) build_reasoning_resolution() (in module ooai_llm.reasoning) build_redis_cache() (in module ooai_llm.cache) build_sqlalchemy_cache() (in module ooai_llm.cache) build_sqlite_cache() (in module ooai_llm.cache) build_transport_kwargs() (ooai_llm.settings.CatalogSettings method) build_tui_snapshot() (in module ooai_llm.tui.data) build_upstash_redis_cache() (in module ooai_llm.cache) build_usage_snapshot() (in module ooai_llm.metadata) bundle (ooai_llm.profiles.LLM property) by_model (ooai_llm.callbacks.UsageSummary attribute) by_provider (ooai_llm.callbacks.UsageSummary attribute) by_provider() (ooai_llm.catalog_insights.ModelCostComparison method) (ooai_llm.model_suites.ModelSuite method) by_run (ooai_llm.callbacks.UsageSummary attribute)

C

cache (ooai_llm.cache.NamespacedCache attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.settings.LLMSettings attribute) cache_key (ooai_llm.profiles.ChatModelProfileResolution attribute) cache_key() (ooai_llm.profiles.ChatModelProfile method) cache_namespace (ooai_llm.profiles.ChatModelProfileResolution attribute) cache_seconds (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) CacheBackendName (in module ooai_llm.profiles) CacheKeyPolicy (class in ooai_llm.profiles) calc_rating (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProRatingEvent attribute) calculate_cost() (in module ooai_llm.metadata) call_cost (ooai_llm.tui.data.TUIComparisonRow attribute) call_cost_usd (ooai_llm.catalog_insights.ModelCostEstimate attribute) callbacks (ooai_llm.dspy.DSPyLMConfig attribute) calls_per_budget (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) calls_per_usd (ooai_llm.catalog_insights.ModelCostEstimate attribute) candidates (ooai_llm.model_defaults.ModelPresetRecommendation attribute) canonical() (ooai_llm.types.ModelString method) capabilities (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.metadata.ModelInfo attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) (ooai_llm.tui.data.TUISuiteRow attribute) capability_labels (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) CapabilityProfile (class in ooai_llm.metadata) card_bg (ooai_llm.tui.themes.TUITheme attribute) card_border (ooai_llm.tui.themes.TUITheme attribute) catalog (ooai_llm.settings.AppSettings attribute) (ooai_llm.tui.data.TUISnapshot attribute) catalog_scope (ooai_llm.tui.data.TUIConfig attribute) CatalogModelStyle (in module ooai_llm.catalog_insights) CatalogProviderSettings (class in ooai_llm.settings) CatalogSettings (class in ooai_llm.settings) ChatModelProfile (class in ooai_llm.profiles) ChatModelProfileResolution (class in ooai_llm.profiles) cheap (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) cheapest (ooai_llm.tui.data.TUISnapshot attribute) cheapest_per_provider() (ooai_llm.catalog_insights.ModelCostComparison method) check() (ooai_llm.callbacks.BudgetPolicy method) clear() (ooai_llm.cache.NamespacedCache method) CLIRecipe (class in ooai_llm.cli.recipes) code (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) coding (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) (ooai_llm.tui.data.TUISnapshot attribute) commands (ooai_llm.cli.recipes.CLIRecipe attribute) compare_model_candidates() (in module ooai_llm.catalog_insights) compare_model_catalog() (in module ooai_llm.catalog_insights)

compared_call_cost_usd (ooai_llm.catalog_insights.ModelCallEquivalent attribute) compared_calls_per_baseline_call (ooai_llm.catalog_insights.ModelCallEquivalent attribute) compared_model (ooai_llm.catalog_insights.ModelCallEquivalent attribute) COMPARISON_MODEL_SUITE_PRESETS (in module ooai_llm.model_suites) config (ooai_llm.dspy.CreatedDSPyLMBundle attribute) (ooai_llm.reasoning.ReasoningResolution attribute) (ooai_llm.tui.data.TUISnapshot attribute) config_prefix (ooai_llm.profiles.ChatModelProfile attribute) configurable_fields (ooai_llm.profiles.ChatModelProfile attribute) configure_dspy_lm() (in module ooai_llm.dspy) configure_global_llm_cache() (in module ooai_llm.cache) configure_logging() (in module ooai_llm.logging) constructor_kwargs (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.reasoning.ReasoningResolution attribute) contest_id (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProRatingEvent attribute) contest_link (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProContestResult attribute) contest_start_time (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProContestResult attribute) contest_title (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProContestResult attribute) contests (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionsResult attribute) context_window (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) cooldown_seconds (ooai_llm.tui.data.TUIRefreshGate attribute) cost_labels (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) cost_usd (ooai_llm.callbacks.UsageEvent attribute) count_source (ooai_llm.callbacks.UsageEvent attribute) CountSource (in module ooai_llm.callbacks) create_bundle() (ooai_llm.profiles.ChatModelProfile method) create_dirs (ooai_llm.settings.LLMCacheSettings attribute) create_dspy_lm() (in module ooai_llm.dspy) (ooai_llm.profiles.ChatModelProfile method) (ooai_llm.profiles.LLM method) create_dspy_lm_bundle() (in module ooai_llm.dspy) create_llm() (in module ooai_llm.factory) (ooai_llm.model_suites.ModelSuiteEntry method) (ooai_llm.profiles.ChatModelProfile method) create_llm_bundle() (in module ooai_llm.factory) create_llms() (ooai_llm.model_suites.ModelSuite method) create_runtime() (ooai_llm.model_suites.ModelSuiteEntry method) (ooai_llm.profiles.ChatModelProfile method) create_runtimes() (ooai_llm.model_suites.ModelSuite method) create_tui_app() (in module ooai_llm.tui.app) created (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) created_at (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) CreatedDSPyLMBundle (class in ooai_llm.dspy) CreatedLLMBundle (class in ooai_llm.metadata) credentials (ooai_llm.settings.AppSettings attribute)

D

DEEPSEEK (ooai_llm.providers.Provider attribute) deepseek (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelsByProvider attribute) deepseek_api_key (ooai_llm.settings.ProviderCredentials attribute) default (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) DEFAULT_ANTHROPIC_API_VERSION (in module ooai_llm.catalog) DEFAULT_DEEPSEEK_BASE_URL (in module ooai_llm.catalog) DEFAULT_LIVECODEBENCH_PRO_BASE_URL (in module ooai_llm.benchmarks.livecodebench_pro) default_llm_cache_path (ooai_llm.settings.AppSettings property) default_model (ooai_llm.settings.LLMSettings attribute) default_model_string (ooai_llm.settings.AppSettings property) DEFAULT_MODEL_SUITE_PRESETS (in module ooai_llm.model_suites) DEFAULT_PROVIDER_PREFIXES (in module ooai_llm.metadata) default_tui_command_specs() (in module ooai_llm.tui.commands) DEFAULT_XAI_BASE_URL (in module ooai_llm.catalog) DefaultModelAliases (class in ooai_llm.settings) DefaultModelsByProvider (class in ooai_llm.settings)

defaults_by_provider (ooai_llm.settings.LLMSettings attribute) description (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.model_suites.ModelSuite attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.tui.data.TUIBenchmarkRow attribute) detail_bg (ooai_llm.tui.themes.TUITheme attribute) detail_border (ooai_llm.tui.themes.TUITheme attribute) difficulties (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSnapshot attribute) difficulty (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyResult attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionsResult attribute) discover (ooai_llm.tui.commands.TUICommandSpec attribute) display_name (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) DSPyDependencyError DSPyLMConfig (class in ooai_llm.dspy) DSPyModelType (in module ooai_llm.dspy) dynamic_budget (ooai_llm.reasoning.ReasoningConfig attribute)

E

effort (ooai_llm.reasoning.ReasoningConfig attribute) enabled (ooai_llm.profiles.CacheKeyPolicy attribute) (ooai_llm.reasoning.ReasoningConfig property) (ooai_llm.settings.LiteLLMSettings attribute) (ooai_llm.settings.LLMCacheSettings attribute) (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) endpoints (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSnapshot attribute) enrich_metadata (ooai_llm.settings.LiteLLMSettings attribute) ensure_provider() (ooai_llm.types.ModelString method) entries (ooai_llm.model_suites.ModelSuite attribute) entry_dict() (ooai_llm.model_suites.ModelSuite method) equivalents() (ooai_llm.catalog_insights.ModelCostComparison method)

error_cost_usd (ooai_llm.callbacks.BudgetPolicy attribute) error_total_tokens (ooai_llm.callbacks.BudgetPolicy attribute) estimate_and_record_langchain_usage() (in module ooai_llm.callbacks) estimate_model_call_cost() (in module ooai_llm.catalog_insights) estimated_input_tokens (ooai_llm.messages.MessageEstimate attribute) estimates (ooai_llm.catalog_insights.ModelCostComparison attribute) event_count (ooai_llm.callbacks.UsageSummary attribute) events (ooai_llm.callbacks.UsageRecorder attribute) extra_name (ooai_llm.catalog.ProviderClientInfo attribute) extract_dspy_usage() (in module ooai_llm.dspy) extract_response_model_name() (in module ooai_llm.callbacks) extract_usage_metadata() (in module ooai_llm.callbacks)

F

failure_callbacks (ooai_llm.settings.LiteLLMSettings attribute) fast (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) field_sources (ooai_llm.metadata.CapabilityProfile attribute) filename (ooai_llm.settings.LLMCacheSettings attribute) filter() (ooai_llm.model_suites.ModelSuite method) filter_tui_rows() (in module ooai_llm.tui.data) find_model() (ooai_llm.catalog_insights.ModelCostComparison method) finetuning_model (ooai_llm.dspy.DSPyLMConfig attribute) fits_context_window (ooai_llm.messages.MessageEstimate attribute) focus (ooai_llm.tui.themes.TUITheme attribute) footer_bg (ooai_llm.tui.themes.TUITheme attribute) footer_fg (ooai_llm.tui.themes.TUITheme attribute)

force_model_refresh (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) format_count() (in module ooai_llm.tui.data) format_money() (in module ooai_llm.tui.data) frequency_penalty (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) from_environment() (ooai_llm.settings.ProviderCredentials class method) from_json() (ooai_llm.profiles.ChatModelProfile class method) from_litellm() (ooai_llm.types.ModelString class method) from_model() (ooai_llm.metadata.ResolvedModelIdentity class method) from_parts() (ooai_llm.types.ModelString class method) from_preset() (ooai_llm.reasoning.ReasoningConfig class method) from_profile() (ooai_llm.dspy.DSPyLMConfig class method) from_runtime() (ooai_llm.dspy.DSPyLMConfig class method)

G

get() (ooai_llm.settings.CatalogSettings method) (ooai_llm.settings.DefaultModelAliases method) (ooai_llm.settings.DefaultModelsByProvider method) (ooai_llm.settings.ProviderModelPresets method) get_api_key() (ooai_llm.settings.ProviderCredentials method) get_cheapest_models() (in module ooai_llm.catalog_insights) get_coding_model_comparison() (in module ooai_llm.catalog_insights) get_difficulty() (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient method) get_litellm_provider_prefix() (in module ooai_llm.providers) get_livecodebench_pro_difficulty() (in module ooai_llm.benchmarks.livecodebench_pro) get_livecodebench_pro_snapshot() (in module ooai_llm.benchmarks.livecodebench_pro) get_livecodebench_pro_submission() (in module ooai_llm.benchmarks.livecodebench_pro) get_livecodebench_pro_submissions() (in module ooai_llm.benchmarks.livecodebench_pro)

get_logger() (in module ooai_llm.logging) get_model_info() (in module ooai_llm.metadata) get_model_suite() (in module ooai_llm.model_suites) get_provider_client_info() (in module ooai_llm.catalog) get_submission() (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient method) get_submissions() (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient method) google_api_key (ooai_llm.settings.ProviderCredentials attribute) google_cloud_location (ooai_llm.settings.ProviderCredentials attribute) google_cloud_project (ooai_llm.settings.ProviderCredentials attribute) GOOGLE_GENAI (ooai_llm.providers.Provider attribute) google_genai (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelsByProvider attribute) google_use_vertexai (ooai_llm.settings.ProviderCredentials attribute)

H

header_bg (ooai_llm.tui.themes.TUITheme attribute)

header_fg (ooai_llm.tui.themes.TUITheme attribute) help (ooai_llm.tui.commands.TUICommandSpec attribute)

I

id (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.profiles.LLM attribute) identity (ooai_llm.metadata.ModelInfo attribute) include_non_chat (ooai_llm.tui.data.TUIConfig attribute) include_thoughts (ooai_llm.reasoning.ReasoningConfig attribute) infer() (ooai_llm.types.ModelString class method) infer_provider_from_model_name() (in module ooai_llm.providers) input_cost_per_1m_tokens (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) input_cost_per_token (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.metadata.PriceEntry attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) input_token_limit (ooai_llm.catalog.ProviderModelInfo attribute)

input_tokens (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.callbacks.UsageRecorder property) (ooai_llm.callbacks.UsageSummary attribute) (ooai_llm.catalog_insights.ModelCallShape attribute) (ooai_llm.metadata.UsageSnapshot attribute) (ooai_llm.tui.data.TUIConfig attribute) invalidate() (ooai_llm.profiles.LLM method) invoke() (ooai_llm.profiles.LLM method) invoke_kwargs (ooai_llm.reasoning.ReasoningResolution attribute) is_active (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel property) is_bare (ooai_llm.types.ModelString property) is_langchain_style (ooai_llm.types.ModelString property) is_litellm_style (ooai_llm.types.ModelString property) is_prefixed (ooai_llm.types.ModelString property)

J

JsonTransport (in module ooai_llm.benchmarks.livecodebench_pro)

K

key (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.CacheKeyPolicy attribute) (ooai_llm.tui.data.TUISuiteRow attribute)

L

label (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel property) (ooai_llm.model_suites.ModelSuiteEntry attribute) langchain_messages (ooai_llm.messages.NormalizedMessages attribute) langchain_model (ooai_llm.metadata.ResolvedModelIdentity attribute) langchain_package (ooai_llm.catalog.ProviderClientInfo attribute) LangChainUsageCallbackHandler (class in ooai_llm.callbacks) last_refresh_at (ooai_llm.tui.data.TUIRefreshGate attribute) latency_ms (ooai_llm.callbacks.UsageEvent attribute) latest (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) launch_kwargs (ooai_llm.dspy.DSPyLMConfig attribute) LCB_PRO_DIFFICULTY_CHOICES (in module ooai_llm.cli.help) LCB_PRO_SORT_CHOICES (in module ooai_llm.cli.help) limit (ooai_llm.catalog.ListModelsConfig attribute) (ooai_llm.settings.CatalogProviderSettings attribute) (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.tui.data.TUIConfig attribute) list_available_models() (in module ooai_llm.catalog) list_litellm_registry() (in module ooai_llm.litellm_registry) list_livecodebench_pro_models() (in module ooai_llm.benchmarks.livecodebench_pro) list_model_catalog() (in module ooai_llm.model_defaults) list_model_ids() (in module ooai_llm.catalog) list_model_suite_names() (in module ooai_llm.model_suites) list_models (in module ooai_llm) list_models() (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient method) ListModelsConfig (class in ooai_llm.catalog) litellm (ooai_llm.settings.AppSettings attribute) litellm_model (ooai_llm.metadata.ResolvedModelIdentity attribute) litellm_provider_prefix (ooai_llm.types.ModelString property) LiteLLMRegistryModel (class in ooai_llm.litellm_registry) LiteLLMRegistryResult (class in ooai_llm.litellm_registry) LiteLLMSettings (class in ooai_llm.settings) livecodebench_pro_endpoints() (in module ooai_llm.benchmarks.livecodebench_pro)

LiveCodeBenchProClient (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProContestResult (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProDifficulty (in module ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProDifficultyResult (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProDifficultyRow (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProEndpoint (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProError LiveCodeBenchProModel (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProProblemResult (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProRatingEvent (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProSnapshot (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProSort (in module ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProSubmissionDetail (class in ooai_llm.benchmarks.livecodebench_pro) LiveCodeBenchProSubmissionsResult (class in ooai_llm.benchmarks.livecodebench_pro) LLM (class in ooai_llm.profiles) llm (ooai_llm.metadata.CreatedLLMBundle attribute) (ooai_llm.settings.AppSettings attribute) LLMCacheSettings (class in ooai_llm.settings) llms (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyResult attribute) LLMSettings (class in ooai_llm.settings) lm (ooai_llm.dspy.CreatedDSPyLMBundle attribute) lm_kwargs (ooai_llm.dspy.DSPyLMConfig attribute) load_views (ooai_llm.tui.data.TUIConfig attribute) log_event() (in module ooai_llm.logging) logger (in module ooai_llm.cache) (in module ooai_llm.callbacks) (in module ooai_llm.cli.app) (in module ooai_llm.factory) (in module ooai_llm.profiles) logging_context() (in module ooai_llm.logging) LoggingMode (in module ooai_llm.logging) LoggingPreset (in module ooai_llm.logging) lookup() (ooai_llm.cache.NamespacedCache method)

M

main() (in module ooai_llm.cli.app) make_litellm_cost_callback() (in module ooai_llm.callbacks) max_input_tokens (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.metadata.CapabilityProfile attribute) (ooai_llm.metadata.ModelInfo property) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) max_output_tokens (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.metadata.CapabilityProfile attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) max_retries (ooai_llm.profiles.ChatModelProfile attribute) max_tokens (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.metadata.PriceEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) message (ooai_llm.tui.data.TUIRefreshDecision attribute) message_count (ooai_llm.messages.MessageEstimate attribute) (ooai_llm.messages.NormalizedMessages property) message_estimate (ooai_llm.metadata.ModelInfo attribute) MessageEstimate (class in ooai_llm.messages) MessageLike (in module ooai_llm.messages) MessageMapping (in module ooai_llm.messages) MessagesLike (in module ooai_llm.messages) metadata (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.dspy.CreatedDSPyLMBundle attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.metadata.CreatedLLMBundle attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.profiles.ChatModelProfileResolution attribute) (ooai_llm.profiles.LLM property) method (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.tui.data.TUIBenchmarkRow attribute) MISTRAL (ooai_llm.providers.Provider attribute) mistral (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelsByProvider attribute) mistral_api_key (ooai_llm.settings.ProviderCredentials attribute) mode (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) model (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.dspy.CreatedDSPyLMBundle attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.metadata.CreatedLLMBundle attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.profiles.ChatModelProfileResolution attribute) (ooai_llm.profiles.LLM property) (ooai_llm.reasoning.ReasoningResolution attribute) (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) (ooai_llm.tui.data.TUISuiteRow attribute) MODEL_CAPABILITY_CHOICES (in module ooai_llm.cli.help) MODEL_CATALOG_SORT_CHOICES (in module ooai_llm.cli.help) MODEL_CHEAPEST_EXAMPLES (in module ooai_llm.cli.help) MODEL_CODING_EXAMPLES (in module ooai_llm.cli.help) MODEL_COMPARE_EXAMPLES (in module ooai_llm.cli.help) MODEL_COMPARE_SORT_CHOICES (in module ooai_llm.cli.help) model_config (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProContestResult attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyResult attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProRatingEvent attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSnapshot attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionsResult attribute) (ooai_llm.callbacks.BudgetPolicy attribute) (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.callbacks.UsageRecorder attribute) (ooai_llm.callbacks.UsageSummary attribute) (ooai_llm.catalog.ListModelsConfig attribute) (ooai_llm.catalog.ModelListResult attribute) (ooai_llm.catalog.ProviderClientInfo attribute) (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.catalog_insights.ModelCallEquivalent attribute) (ooai_llm.catalog_insights.ModelCallShape attribute) (ooai_llm.catalog_insights.ModelCostComparison attribute) (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.litellm_registry.LiteLLMRegistryResult attribute) (ooai_llm.messages.MessageEstimate attribute) (ooai_llm.messages.NormalizedMessages attribute) (ooai_llm.metadata.CapabilityProfile attribute) (ooai_llm.metadata.ModelInfo attribute) (ooai_llm.metadata.PriceEntry attribute) (ooai_llm.metadata.ResolvedModelIdentity attribute) (ooai_llm.metadata.UsageSnapshot attribute) (ooai_llm.model_defaults.ModelCatalogResult attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) (ooai_llm.model_defaults.ModelDefaultsRefreshResult attribute) (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) (ooai_llm.model_defaults.ModelPresetRecommendation attribute) (ooai_llm.model_suites.ModelSuite attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.CacheKeyPolicy attribute) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.profiles.ChatModelProfileResolution attribute) (ooai_llm.reasoning.ReasoningConfig attribute) (ooai_llm.reasoning.ReasoningResolution attribute) (ooai_llm.settings.AppSettings attribute) (ooai_llm.settings.CatalogProviderSettings attribute) (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.DefaultModelsByProvider attribute) (ooai_llm.settings.LiteLLMSettings attribute) (ooai_llm.settings.LLMCacheSettings attribute) (ooai_llm.settings.LLMSettings attribute) (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) (ooai_llm.settings.ProviderCredentials attribute) (ooai_llm.settings.ProviderModelPresets attribute) (ooai_llm.types.ModelString attribute)

model_copy_with_root() (ooai_llm.settings.AppSettings method) model_default_overrides_to_env() (in module ooai_llm.model_defaults) model_default_overrides_to_json() (in module ooai_llm.model_defaults) model_dict() (ooai_llm.catalog_insights.ModelCostComparison method) (ooai_llm.model_suites.ModelSuite method) model_id (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) model_key (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) model_kwargs (ooai_llm.profiles.ChatModelProfile attribute) model_license (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) model_list() (ooai_llm.catalog_insights.ModelCostComparison method) (ooai_llm.model_suites.ModelSuite method) MODEL_LIST_EXAMPLES (in module ooai_llm.cli.help) model_name (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) (ooai_llm.metadata.ModelInfo property) (ooai_llm.metadata.ResolvedModelIdentity attribute) (ooai_llm.types.ModelString property) model_name() (ooai_llm.catalog_insights.ModelCostEstimate method) (ooai_llm.model_suites.ModelSuiteEntry method) model_provider (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) model_string (ooai_llm.catalog.ProviderModelInfo property) (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) MODEL_SUITE_EXAMPLES (in module ooai_llm.cli.help) model_suite_from_catalog() (in module ooai_llm.model_suites) model_suite_from_presets() (in module ooai_llm.model_suites) model_type (ooai_llm.dspy.DSPyLMConfig attribute) ModelAliasName (in module ooai_llm.settings) ModelCallEquivalent (class in ooai_llm.catalog_insights) ModelCallShape (class in ooai_llm.catalog_insights) ModelCapabilityName (in module ooai_llm.model_defaults) ModelCatalogResult (class in ooai_llm.model_defaults) ModelCatalogSortName (in module ooai_llm.model_defaults) ModelComparisonSortName (in module ooai_llm.catalog_insights) ModelCostComparison (class in ooai_llm.catalog_insights) ModelCostEstimate (class in ooai_llm.catalog_insights) ModelDefaultCandidate (class in ooai_llm.model_defaults) ModelDefaultsAutoRefreshSettings (class in ooai_llm.settings) ModelDefaultsExportFormat (in module ooai_llm.model_defaults) ModelDefaultSource (in module ooai_llm.model_defaults) ModelDefaultsRefreshResult (class in ooai_llm.model_defaults) ModelDefaultsUpdateResult (class in ooai_llm.model_defaults) ModelInfo (class in ooai_llm.metadata) ModelListResult (class in ooai_llm.catalog) ModelPresetName (in module ooai_llm.settings) ModelPresetRecommendation (class in ooai_llm.model_defaults) models (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSnapshot attribute) (ooai_llm.catalog.ModelListResult attribute) (ooai_llm.litellm_registry.LiteLLMRegistryResult attribute) (ooai_llm.model_defaults.ModelCatalogResult attribute) MODELS_EXAMPLES (in module ooai_llm.cli.help) ModelString (class in ooai_llm.types) ModelSuite (class in ooai_llm.model_suites) ModelSuiteEntry (class in ooai_llm.model_suites) ModelSuiteName (in module ooai_llm.model_suites) ModelSuiteRoleName (in module ooai_llm.model_suites) ModelSuiteStyle (in module ooai_llm.model_suites) module ooai_llm ooai_llm.benchmarks ooai_llm.benchmarks.livecodebench_pro ooai_llm.cache ooai_llm.callbacks ooai_llm.catalog ooai_llm.catalog_insights ooai_llm.cli ooai_llm.cli.app ooai_llm.cli.help ooai_llm.cli.recipes ooai_llm.cli_help ooai_llm.cli_recipes ooai_llm.dspy ooai_llm.factory ooai_llm.litellm_registry ooai_llm.logging ooai_llm.messages ooai_llm.metadata ooai_llm.model_defaults ooai_llm.model_suites ooai_llm.profiles ooai_llm.providers ooai_llm.reasoning ooai_llm.settings ooai_llm.tui ooai_llm.tui.app ooai_llm.tui.commands ooai_llm.tui.data ooai_llm.tui.themes ooai_llm.tui_data ooai_llm.types

N

name (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProRatingEvent attribute) (ooai_llm.model_suites.ModelSuite attribute) (ooai_llm.tui.data.TUIBenchmarkRow attribute) namespace (ooai_llm.cache.NamespacedCache attribute) (ooai_llm.profiles.CacheKeyPolicy attribute) namespaced_llm_string() (ooai_llm.cache.NamespacedCache method) NamespacedCache (class in ooai_llm.cache) native_environment_overrides() (in module ooai_llm.factory) native_sdk_package (ooai_llm.catalog.ProviderClientInfo attribute) next_page_token (ooai_llm.catalog.ModelListResult attribute) normalize() (ooai_llm.reasoning.ReasoningConfig class method) normalize_cache_argument() (in module ooai_llm.cache) normalize_langchain_model_name() (in module ooai_llm.metadata) normalize_messages() (in module ooai_llm.messages) normalize_model_name (in module ooai_llm.metadata)

normalize_provider_name() (in module ooai_llm.providers) normalize_tui_load_views() (in module ooai_llm.tui.data) NormalizedMessages (class in ooai_llm.messages) notes (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSnapshot attribute) (ooai_llm.catalog.ModelListResult attribute) (ooai_llm.catalog_insights.ModelCostComparison attribute) (ooai_llm.litellm_registry.LiteLLMRegistryResult attribute) (ooai_llm.metadata.CapabilityProfile attribute) (ooai_llm.model_defaults.ModelCatalogResult attribute) (ooai_llm.model_defaults.ModelDefaultsRefreshResult attribute) (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) (ooai_llm.model_defaults.ModelPresetRecommendation attribute) (ooai_llm.model_suites.ModelSuite attribute) (ooai_llm.reasoning.ReasoningResolution attribute) (ooai_llm.tui.data.TUIConfig attribute) (ooai_llm.tui.data.TUISnapshot attribute) (ooai_llm.tui.themes.TUITheme attribute) num_retries (ooai_llm.dspy.DSPyLMConfig attribute)

O

on_llm_end() (ooai_llm.callbacks.LangChainUsageCallbackHandler method) ooai_llm module ooai_llm.benchmarks module ooai_llm.benchmarks.livecodebench_pro module ooai_llm.cache module ooai_llm.callbacks module ooai_llm.catalog module ooai_llm.catalog_insights module ooai_llm.cli module ooai_llm.cli.app module ooai_llm.cli.help module ooai_llm.cli.recipes module ooai_llm.cli_help module ooai_llm.cli_recipes module ooai_llm.dspy module ooai_llm.factory module ooai_llm.litellm_registry module ooai_llm.logging module ooai_llm.messages module ooai_llm.metadata module ooai_llm.model_defaults module ooai_llm.model_suites module ooai_llm.profiles module

ooai_llm.providers module ooai_llm.reasoning module ooai_llm.settings module ooai_llm.tui module ooai_llm.tui.app module ooai_llm.tui.commands module ooai_llm.tui.data module ooai_llm.tui.themes module ooai_llm.tui_data module ooai_llm.types module OPENAI (ooai_llm.providers.Provider attribute) openai (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelsByProvider attribute) openai_api_key (ooai_llm.settings.ProviderCredentials attribute) openai_messages (ooai_llm.messages.NormalizedMessages attribute) organization (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) output_cost_per_1m_tokens (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) output_cost_per_token (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.metadata.PriceEntry attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) output_format (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) output_path (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) output_text (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) output_token_limit (ooai_llm.catalog.ProviderModelInfo attribute) output_tokens (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.callbacks.UsageRecorder property) (ooai_llm.callbacks.UsageSummary attribute) (ooai_llm.catalog_insights.ModelCallShape attribute) (ooai_llm.metadata.UsageSnapshot attribute) (ooai_llm.tui.data.TUIConfig attribute) overrides (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) owned_by (ooai_llm.catalog.ProviderModelInfo attribute)

P

package_version() (in module ooai_llm.cli.help) page_size (ooai_llm.catalog.ListModelsConfig attribute) (ooai_llm.settings.CatalogProviderSettings attribute) (ooai_llm.settings.CatalogSettings attribute) parallel_tool_calls (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.metadata.CapabilityProfile attribute) (ooai_llm.profiles.ChatModelProfile attribute) parse() (ooai_llm.types.ModelString class method) passrate (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyRow attribute) passrate_percent (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyRow property) path (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.settings.LLMCacheSettings attribute) (ooai_llm.tui.data.TUIBenchmarkRow attribute) platform (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) prefer_sdk (ooai_llm.catalog.ListModelsConfig attribute) (ooai_llm.settings.CatalogProviderSettings attribute) (ooai_llm.settings.CatalogSettings attribute) presence_penalty (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) preset (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) presets (ooai_llm.model_defaults.ModelPresetRecommendation attribute) price_per_1m (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) PriceEntry (class in ooai_llm.metadata) pricing (ooai_llm.metadata.ModelInfo attribute) primary_alias_provider (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) problem_count (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionsResult property) problem_extra (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) problem_id (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) problem_index (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) problem_link (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) problem_name (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) problems (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProContestResult attribute) profile (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.profiles.LLM attribute) profile_id (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfileResolution attribute)

profile_key (ooai_llm.cache.NamespacedCache attribute) profile_kwargs (ooai_llm.model_suites.ModelSuiteEntry attribute) profile_resolution_mode (ooai_llm.settings.LiteLLMSettings attribute) PROFILES_EXAMPLES (in module ooai_llm.cli.help) Provider (class in ooai_llm.providers) provider (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) (ooai_llm.catalog.ModelListResult attribute) (ooai_llm.catalog.ProviderClientInfo attribute) (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.metadata.ModelInfo property) (ooai_llm.metadata.ResolvedModelIdentity attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) (ooai_llm.model_defaults.ModelPresetRecommendation attribute) (ooai_llm.model_suites.ModelSuiteEntry property) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.reasoning.ReasoningResolution attribute) (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) (ooai_llm.tui.data.TUISuiteRow attribute) (ooai_llm.types.ModelString property) PROVIDER_ALIASES (in module ooai_llm.providers) PROVIDER_API_KEY_ENV_VARS (in module ooai_llm.providers) PROVIDER_EXTRAS (in module ooai_llm.providers) PROVIDER_LANGCHAIN_PACKAGES (in module ooai_llm.providers) PROVIDER_LITELLM_PREFIXES (in module ooai_llm.providers) PROVIDER_NATIVE_SDK_PACKAGES (in module ooai_llm.providers) provider_prefix (ooai_llm.types.ModelString property) provider_prefixes (ooai_llm.settings.LiteLLMSettings attribute) ProviderClientInfo (class in ooai_llm.catalog) ProviderCredentials (class in ooai_llm.settings) ProviderModelInfo (class in ooai_llm.catalog) ProviderModelPresets (class in ooai_llm.settings) providers (ooai_llm.model_suites.ModelSuite property) (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) (ooai_llm.tui.data.TUIConfig attribute) python (ooai_llm.cli.recipes.CLIRecipe attribute)

Q

query (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.tui.data.TUIBenchmarkRow attribute) (ooai_llm.tui.data.TUIConfig attribute)

query_base (ooai_llm.catalog.ListModelsConfig attribute) (ooai_llm.settings.CatalogProviderSettings attribute) (ooai_llm.settings.CatalogSettings attribute)

R

rating (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProRatingEvent attribute) rating_events (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) raw (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) raw_info (ooai_llm.metadata.PriceEntry attribute) raw_profile (ooai_llm.metadata.CapabilityProfile attribute) raw_usage (ooai_llm.metadata.UsageSnapshot attribute) reasoning (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.metadata.CreatedLLMBundle attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) (ooai_llm.profiles.ChatModelProfileResolution attribute) (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) reasoning_output (ooai_llm.metadata.CapabilityProfile attribute) ReasoningConfig (class in ooai_llm.reasoning) ReasoningEffortName (in module ooai_llm.reasoning) ReasoningInput (in module ooai_llm.reasoning) ReasoningPresetName (in module ooai_llm.reasoning) ReasoningResolution (class in ooai_llm.reasoning) ReasoningSummaryName (in module ooai_llm.reasoning) recipe_sections() (in module ooai_llm.cli.recipes) RECIPE_TOPICS (in module ooai_llm.cli.recipes) RecipeFormat (in module ooai_llm.cli.recipes) RecipeTopic (in module ooai_llm.cli.recipes) recommend_provider_model_presets() (in module ooai_llm.model_defaults) recommendations (ooai_llm.model_defaults.ModelDefaultsRefreshResult attribute) (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) record() (ooai_llm.callbacks.UsageRecorder method) record_dspy_usage() (in module ooai_llm.dspy) record_langchain_response_usage() (in module ooai_llm.callbacks) recorder (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.profiles.LLM attribute) redis_connection_kwargs (ooai_llm.settings.LLMCacheSettings attribute) redis_db (ooai_llm.settings.LLMCacheSettings attribute) redis_host (ooai_llm.settings.LLMCacheSettings attribute) redis_password (ooai_llm.settings.LLMCacheSettings attribute) redis_port (ooai_llm.settings.LLMCacheSettings attribute) redis_ssl (ooai_llm.settings.LLMCacheSettings attribute) redis_url (ooai_llm.settings.LLMCacheSettings attribute)

redis_username (ooai_llm.settings.LLMCacheSettings attribute) refresh() (ooai_llm.profiles.LLM method) refresh_cooldown_seconds (ooai_llm.tui.data.TUIConfig attribute) refresh_model_defaults() (in module ooai_llm.model_defaults) release (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) release_date (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) remaining_seconds (ooai_llm.tui.data.TUIRefreshDecision attribute) render_model_default_overrides() (in module ooai_llm.model_defaults) render_recipes() (in module ooai_llm.cli.recipes) render_recipes_text() (in module ooai_llm.cli.recipes) request() (ooai_llm.tui.data.TUIRefreshGate method) require_api_key() (ooai_llm.settings.ProviderCredentials method) resolve() (ooai_llm.profiles.ChatModelProfile method) resolve_dspy_model_name() (in module ooai_llm.dspy) resolve_factory_settings() (in module ooai_llm.factory) resolve_litellm_model_name() (in module ooai_llm.metadata) resolve_litellm_price_entry() (in module ooai_llm.metadata) resolve_llm_cache_path() (in module ooai_llm.cache) resolve_model() (ooai_llm.settings.AppSettings method) resolve_model_meta() (in module ooai_llm.metadata) resolve_model_meta_from_langchain_model() (in module ooai_llm.metadata) resolve_model_name() (ooai_llm.dspy.DSPyLMConfig method) resolve_model_string() (in module ooai_llm.factory) (ooai_llm.dspy.DSPyLMConfig method) (ooai_llm.settings.AppSettings method) resolved_load_views() (ooai_llm.tui.data.TUIConfig method) resolved_total_tokens (ooai_llm.metadata.UsageSnapshot property) ResolvedModelIdentity (class in ooai_llm.metadata) ResolvedModelMeta (in module ooai_llm.metadata) role (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.tui.data.TUISuiteRow attribute) ROOT_EXAMPLES (in module ooai_llm.cli.help) ROOT_HELP (in module ooai_llm.cli.help) rows_for_view() (in module ooai_llm.tui.data) run_name (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.profiles.ChatModelProfile attribute) run_tui() (in module ooai_llm.tui.app) runnable (ooai_llm.profiles.LLM property) runtime_id (ooai_llm.dspy.DSPyLMConfig attribute) runtime_uuid (ooai_llm.dspy.DSPyLMConfig attribute)

S

screen_bg (ooai_llm.tui.themes.TUITheme attribute) screen_fg (ooai_llm.tui.themes.TUITheme attribute) seed (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) selected_recipe_sections() (in module ooai_llm.cli.recipes) set_profile() (ooai_llm.profiles.LLM method) settings (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.model_defaults.ModelDefaultsRefreshResult attribute) (ooai_llm.model_defaults.ModelDefaultsUpdateResult attribute) (ooai_llm.profiles.LLM attribute) shape (ooai_llm.catalog_insights.ModelCostComparison attribute) should_load_view() (ooai_llm.tui.data.TUIConfig method) show_benchmarks (ooai_llm.tui.data.TUIConfig attribute) snapshot() (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient method) snapshot_metrics() (in module ooai_llm.tui.data) snapshot_providers() (in module ooai_llm.tui.data) source (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.catalog_insights.ModelCostEstimate attribute) (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.metadata.PriceEntry attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) (ooai_llm.model_defaults.ModelPresetRecommendation attribute) (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) (ooai_llm.tui.data.TUIConfig attribute) split() (ooai_llm.types.ModelString method) split_model_string() (in module ooai_llm.providers) sqlalchemy_url (ooai_llm.settings.LLMCacheSettings attribute) stability (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProEndpoint attribute) (ooai_llm.tui.data.TUIBenchmarkRow attribute) status (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProModel attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute) (ooai_llm.tui.themes.TUITheme attribute)

stop (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) stream() (ooai_llm.profiles.LLM method) streaming (ooai_llm.profiles.ChatModelProfile attribute) strict (ooai_llm.reasoning.ReasoningConfig attribute) (ooai_llm.settings.ModelDefaultsAutoRefreshSettings attribute) structured_output (ooai_llm.metadata.CapabilityProfile attribute) submission_id (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) success_callbacks (ooai_llm.settings.LiteLLMSettings attribute) suites (ooai_llm.tui.data.TUISnapshot attribute) summary (ooai_llm.cli.recipes.CLIRecipe attribute) (ooai_llm.reasoning.ReasoningConfig attribute) (ooai_llm.tui.themes.TUITheme attribute) summary() (ooai_llm.callbacks.UsageRecorder method) supported_actions (ooai_llm.catalog.ProviderModelInfo attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) supports_chat (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) supports_coding (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) supports_function_calling (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) supports_parallel_tool_calls (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) supports_reasoning (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) supports_structured_output (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) supports_tool_calling (ooai_llm.litellm_registry.LiteLLMRegistryModel property) (ooai_llm.model_defaults.ModelDefaultCandidate property) supports_tool_choice (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute) supports_vision (ooai_llm.litellm_registry.LiteLLMRegistryModel attribute) (ooai_llm.model_defaults.ModelDefaultCandidate attribute)

T

table_bg (ooai_llm.tui.themes.TUITheme attribute) table_border (ooai_llm.tui.themes.TUITheme attribute) tags (ooai_llm.callbacks.LangChainUsageCallbackHandler attribute) (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.model_suites.ModelSuiteEntry attribute) (ooai_llm.profiles.ChatModelProfile attribute) temperature (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) testing (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute) TESTING_MODEL_SUITE_PRESETS (in module ooai_llm.model_suites) theme (ooai_llm.tui.data.TUIConfig attribute) time (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProRatingEvent attribute) timeout (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProClient attribute) (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) title (ooai_llm.cli.recipes.CLIRecipe attribute) (ooai_llm.tui.commands.TUICommandSpec attribute) to_json() (ooai_llm.profiles.ChatModelProfile method) to_lm_kwargs() (ooai_llm.dspy.DSPyLMConfig method) to_native_environment() (ooai_llm.settings.ProviderCredentials method) to_profile() (ooai_llm.model_suites.ModelSuiteEntry method) to_profiles() (ooai_llm.model_suites.ModelSuite method) tokens (ooai_llm.tui.data.TUICatalogRow attribute) (ooai_llm.tui.data.TUIComparisonRow attribute) tool_calling (ooai_llm.metadata.CapabilityProfile attribute) tool_choice (ooai_llm.metadata.CapabilityProfile attribute) top_p (ooai_llm.dspy.DSPyLMConfig attribute) (ooai_llm.profiles.ChatModelProfile attribute) total_cost_usd (ooai_llm.callbacks.UsageRecorder property) (ooai_llm.callbacks.UsageSummary attribute) (ooai_llm.profiles.LLM property)

total_tokens (ooai_llm.callbacks.UsageEvent attribute) (ooai_llm.callbacks.UsageRecorder property) (ooai_llm.callbacks.UsageSummary attribute) (ooai_llm.catalog_insights.ModelCallShape property) (ooai_llm.metadata.UsageSnapshot attribute) (ooai_llm.profiles.LLM property) trace_metadata (ooai_llm.dspy.CreatedDSPyLMBundle attribute) trace_metadata() (ooai_llm.dspy.DSPyLMConfig method) train_kwargs (ooai_llm.dspy.DSPyLMConfig attribute) ttl (ooai_llm.settings.LLMCacheSettings attribute) TUI_LOAD_VIEW_CHOICES (in module ooai_llm.tui.data) tui_row_search_text() (in module ooai_llm.tui.data) TUI_THEME_CHOICES (in module ooai_llm.tui.themes) tui_theme_css() (in module ooai_llm.tui.themes) TUI_THEMES (in module ooai_llm.tui.themes) TUIBenchmarkRow (class in ooai_llm.tui.data) TUICatalogRow (class in ooai_llm.tui.data) TUICatalogScope (in module ooai_llm.tui.data) TUICommandAction (in module ooai_llm.tui.commands) TUICommandSpec (class in ooai_llm.tui.commands) TUIComparisonRow (class in ooai_llm.tui.data) TUIConfig (class in ooai_llm.tui.data) TUIRefreshDecision (class in ooai_llm.tui.data) TUIRefreshGate (class in ooai_llm.tui.data) TUIRow (in module ooai_llm.tui.data) TUISnapshot (class in ooai_llm.tui.data) TUISuiteRow (class in ooai_llm.tui.data) TUITheme (class in ooai_llm.tui.themes) TUIThemeName (in module ooai_llm.tui.themes) TUIViewName (in module ooai_llm.tui.data) type (ooai_llm.catalog.ProviderModelInfo attribute)

U

update() (ooai_llm.cache.NamespacedCache method) update_model_defaults() (in module ooai_llm.model_defaults) upstash_token (ooai_llm.settings.LLMCacheSettings attribute) upstash_url (ooai_llm.settings.LLMCacheSettings attribute) usage_events (ooai_llm.profiles.LLM property) usage_summary (ooai_llm.profiles.LLM property)

UsageEvent (class in ooai_llm.callbacks) UsageRecorder (class in ooai_llm.callbacks) UsageSnapshot (class in ooai_llm.metadata) UsageSummary (class in ooai_llm.callbacks) use_developer_role (ooai_llm.dspy.DSPyLMConfig attribute) used_sdk (ooai_llm.catalog.ModelListResult attribute) uuid (ooai_llm.profiles.LLM attribute)

V

validrate (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyRow attribute) validrate_percent (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProDifficultyRow property) verdict (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProProblemResult attribute) (ooai_llm.benchmarks.livecodebench_pro.LiveCodeBenchProSubmissionDetail attribute)

vision (ooai_llm.settings.DefaultModelAliases attribute) (ooai_llm.settings.ProviderModelPresets attribute)

W

warn_cost_usd (ooai_llm.callbacks.BudgetPolicy attribute) warn_total_tokens (ooai_llm.callbacks.BudgetPolicy attribute) warning (ooai_llm.messages.MessageEstimate attribute)

warnings (ooai_llm.callbacks.UsageRecorder attribute) with_provider() (ooai_llm.types.ModelString method) without_provider() (ooai_llm.types.ModelString method)

X

XAI (ooai_llm.providers.Provider attribute) xai (ooai_llm.settings.CatalogSettings attribute) (ooai_llm.settings.DefaultModelsByProvider attribute)

xai_api_key (ooai_llm.settings.ProviderCredentials attribute)