From f17642fc6228caa1de8a3b58bd19118d0352995b Mon Sep 17 00:00:00 2001 From: Ryan Ward Date: Sat, 22 Aug 2026 12:51:31 -0500 Subject: [PATCH] Integrate Bedrock model catalog metadata --- Cargo.lock | 9 + Cargo.toml | 1 + app/Cargo.toml | 1 + app/src/ai/agent/api.rs | 6 +- app/src/ai/bedrock/discovery.rs | 16 +- .../agent_view/agent_input_footer/mod.rs | 2 +- app/src/ai/execution_profiles/mod.rs | 54 +- app/src/ai/llms.rs | 25 +- app/src/ai/runtime/rig.rs | 49 +- .../galaxy_bedrock_model_catalog/Cargo.toml | 10 + crates/galaxy_bedrock_model_catalog/README.md | 20 + .../galaxy_bedrock_model_catalog/UPSTREAM.md | 14 + .../data/UPSTREAM_COMMIT | 1 + .../data/api.json | 10 + .../data/beta_models.json | 12 + .../data/mantle_models.json | 739 + .../data/model_cards.json | 3595 ++++ .../data/models.json | 7721 ++++++++ .../data/profiles.json | 14915 ++++++++++++++++ .../galaxy_bedrock_model_catalog/src/lib.rs | 65 + .../src/lib_tests.rs | 42 + .../src/metadata.rs | 228 + .../src/metadata_tests.rs | 50 + script/update_bedrock_model_catalog | 103 + 24 files changed, 27662 insertions(+), 26 deletions(-) create mode 100644 crates/galaxy_bedrock_model_catalog/Cargo.toml create mode 100644 crates/galaxy_bedrock_model_catalog/README.md create mode 100644 crates/galaxy_bedrock_model_catalog/UPSTREAM.md create mode 100644 crates/galaxy_bedrock_model_catalog/data/UPSTREAM_COMMIT create mode 100644 crates/galaxy_bedrock_model_catalog/data/api.json create mode 100644 crates/galaxy_bedrock_model_catalog/data/beta_models.json create mode 100644 crates/galaxy_bedrock_model_catalog/data/mantle_models.json create mode 100644 crates/galaxy_bedrock_model_catalog/data/model_cards.json create mode 100644 crates/galaxy_bedrock_model_catalog/data/models.json create mode 100644 crates/galaxy_bedrock_model_catalog/data/profiles.json create mode 100644 crates/galaxy_bedrock_model_catalog/src/lib.rs create mode 100644 crates/galaxy_bedrock_model_catalog/src/lib_tests.rs create mode 100644 crates/galaxy_bedrock_model_catalog/src/metadata.rs create mode 100644 crates/galaxy_bedrock_model_catalog/src/metadata_tests.rs create mode 100755 script/update_bedrock_model_catalog diff --git a/Cargo.lock b/Cargo.lock index e3077c7c..3b3b205e 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -5748,6 +5748,7 @@ dependencies = [ "galaxy_acp", "galaxy_agent_core", "galaxy_agent_rig", + "galaxy_bedrock_model_catalog", "galaxy_cli", "galaxy_completer", "galaxy_core", @@ -5993,6 +5994,14 @@ dependencies = [ "uuid", ] +[[package]] +name = "galaxy_bedrock_model_catalog" +version = "0.1.0" +dependencies = [ + "serde", + "serde_json", +] + [[package]] name = "galaxy_cli" version = "0.0.0" diff --git a/Cargo.toml b/Cargo.toml index 465fdd4d..fe1dfbf9 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -31,6 +31,7 @@ publish = false galaxy_acp = { path = "crates/acp" } galaxy_agent_core = { path = "crates/galaxy_agent_core" } galaxy_agent_rig = { path = "crates/galaxy_agent_rig" } +galaxy_bedrock_model_catalog = { path = "crates/galaxy_bedrock_model_catalog" } ai = { path = "crates/ai" } app-installation-detection = { path = "crates/app-installation-detection" } asset_cache = { path = "crates/asset_cache" } diff --git a/app/Cargo.toml b/app/Cargo.toml index 91d8e0ce..fbf22885 100644 --- a/app/Cargo.toml +++ b/app/Cargo.toml @@ -210,6 +210,7 @@ galaxy_completer.workspace = true galaxy_core.workspace = true galaxy_agent_core.workspace = true galaxy_agent_rig.workspace = true +galaxy_bedrock_model_catalog.workspace = true galaxy_editor.workspace = true galaxy_graphql.workspace = true galaxy_js = { workspace = true, optional = true } diff --git a/app/src/ai/agent/api.rs b/app/src/ai/agent/api.rs index 09b9dc43..ddc3ed0f 100644 --- a/app/src/ai/agent/api.rs +++ b/app/src/ai/agent/api.rs @@ -413,10 +413,14 @@ impl RequestParams { // server-side, drop the override; otherwise clamp it to the model's // current `[min, max]` range. This closes the window between an // in-flight model metadata refresh and the next request. + let llm_preferences = LLMPreferences::as_ref(app); + let selected_model = llm_preferences + .get_llm_info(&request_input.model_id) + .unwrap_or_else(|| llm_preferences.get_active_base_model(app, terminal_view_id)); let context_window_limit = AIExecutionProfilesModel::as_ref(app) .active_profile(terminal_view_id, app) .data() - .context_window_limit_for_request(app); + .context_window_limit_for_model_request(selected_model, app); Self { terminal_view_id, diff --git a/app/src/ai/bedrock/discovery.rs b/app/src/ai/bedrock/discovery.rs index e4676e32..d9e673d5 100644 --- a/app/src/ai/bedrock/discovery.rs +++ b/app/src/ai/bedrock/discovery.rs @@ -8,6 +8,7 @@ use aws_config::BehaviorVersion; use aws_sdk_bedrock::Client; use aws_sdk_bedrockruntime::config::Region; use futures::{stream, StreamExt}; +use galaxy_bedrock_model_catalog::model_metadata; use super::client::{BedrockClientConfig, BedrockError}; use crate::settings::ai::BedrockModelConfig; @@ -71,20 +72,23 @@ pub async fn discover_available_models( return None; } - let display_name = summary - .model_name() - .map(str::to_owned) - .unwrap_or_else(|| prettify_model_id(model_id)); + let metadata = model_metadata(model_id); + let display_name = summary.model_name().map(str::to_owned).unwrap_or_else(|| { + metadata + .map(|metadata| metadata.model_name.clone()) + .unwrap_or_else(|| prettify_model_id(model_id)) + }); let vision_supported = summary .input_modalities() .iter() - .any(|modality| modality.as_str() == "IMAGE"); + .any(|modality| modality.as_str() == "IMAGE") + || metadata.is_some_and(|metadata| metadata.supports_vision_input()); Some(BedrockModelConfig { model_id: model_id.to_owned(), display_name, vision_supported, - use_rig: false, + use_rig: true, }) } }); diff --git a/app/src/ai/blocklist/agent_view/agent_input_footer/mod.rs b/app/src/ai/blocklist/agent_view/agent_input_footer/mod.rs index 21045899..8287c361 100644 --- a/app/src/ai/blocklist/agent_view/agent_input_footer/mod.rs +++ b/app/src/ai/blocklist/agent_view/agent_input_footer/mod.rs @@ -2050,7 +2050,7 @@ impl AgentInputFooter { let profile_context = AIExecutionProfilesModel::as_ref(ctx) .active_profile(Some(self.terminal_view_id), ctx) .data() - .context_window_display_value(ctx); + .context_window_display_value_for_model(active_model, ctx); let model_max_context = active_model .context_window .default_max diff --git a/app/src/ai/execution_profiles/mod.rs b/app/src/ai/execution_profiles/mod.rs index a051eef7..bd05e50e 100644 --- a/app/src/ai/execution_profiles/mod.rs +++ b/app/src/ai/execution_profiles/mod.rs @@ -117,7 +117,17 @@ pub trait AIExecutionProfileAppExt { fn configurable_context_window(&self, app: &AppContext) -> Option; fn context_window_display_value(&self, app: &AppContext) -> Option; + fn context_window_display_value_for_model( + &self, + model: &LLMInfo, + app: &AppContext, + ) -> Option; fn context_window_limit_for_request(&self, app: &AppContext) -> Option; + fn context_window_limit_for_model_request( + &self, + model: &LLMInfo, + app: &AppContext, + ) -> Option; fn should_show_long_context_pricing_warning( &self, context_window_limit: Option, @@ -139,20 +149,52 @@ impl AIExecutionProfileAppExt for AIExecutionProfile { } fn context_window_display_value(&self, app: &AppContext) -> Option { - let cw = self.configurable_context_window(app)?; - Some(self.context_window_limit.unwrap_or(cw.default_max)) + self.context_window_display_value_for_model(effective_base_model(self, app), app) } - fn context_window_limit_for_request(&self, app: &AppContext) -> Option { - let llm = effective_base_model(self, app); + + fn context_window_display_value_for_model( + &self, + model: &LLMInfo, + app: &AppContext, + ) -> Option { if !has_configurable_context_window( - llm, + model, FeatureFlag::GPTConfigurableContextWindow.is_enabled(), ) { return None; } + let selected_limit = if effective_base_model(self, app).id == model.id { + self.context_window_limit + } else { + None + }; + Some( + selected_limit + .unwrap_or(model.context_window.default_max) + .clamp(model.context_window.min, model.context_window.max), + ) + } + + fn context_window_limit_for_request(&self, app: &AppContext) -> Option { + self.context_window_limit_for_model_request(effective_base_model(self, app), app) + } + + fn context_window_limit_for_model_request( + &self, + model: &LLMInfo, + app: &AppContext, + ) -> Option { + if !has_configurable_context_window( + model, + FeatureFlag::GPTConfigurableContextWindow.is_enabled(), + ) || effective_base_model(self, app).id != model.id + { + return None; + } + self.context_window_limit - .map(|limit| limit.clamp(llm.context_window.min, llm.context_window.max)) + .map(|limit| limit.clamp(model.context_window.min, model.context_window.max)) } fn should_show_long_context_pricing_warning( diff --git a/app/src/ai/llms.rs b/app/src/ai/llms.rs index 185b78dd..6158b59a 100644 --- a/app/src/ai/llms.rs +++ b/app/src/ai/llms.rs @@ -11,6 +11,8 @@ use galaxy_agent_rig::{ discover_anthropic_models, discover_gemini_models, validate_vertex_ai_credentials, vertex_ai_model_catalog, RigModelInfo, }; +#[cfg(not(target_family = "wasm"))] +use galaxy_bedrock_model_catalog::model_metadata; use galaxy_core::features::FeatureFlag; use galaxy_core::ui::icons::Icon; use galaxy_core::user_preferences::GetUserPreferences; @@ -873,11 +875,29 @@ impl LLMPreferences { let effective = effective; for model in effective { + let metadata = model_metadata(&model.model_id); + if metadata.is_some_and(|metadata| metadata.supports_agent_runtime() == Some(false)) { + log::debug!( + "[bedrock] Excluding {} from Agent Mode because its catalog metadata marks it as incompatible with streaming Converse", + model.model_id + ); + continue; + } + let model_id = if cross_region && !region.is_empty() { super::bedrock::models::apply_cross_region_prefix(&model.model_id, ®ion) } else { model.model_id.clone() }; + let context_window = metadata + .and_then(|metadata| metadata.context_window_tokens) + .map(|tokens| LLMContextWindow { + is_configurable: false, + min: tokens, + max: tokens, + default_max: tokens, + }) + .unwrap_or_default(); let llm_info = LLMInfo { id: LLMId::from(model_id.as_str()), @@ -890,7 +910,8 @@ impl LLMPreferences { }, description: Some("AWS Bedrock".to_string()), disable_reason: None, - vision_supported: model.vision_supported, + vision_supported: model.vision_supported + || metadata.is_some_and(|metadata| metadata.supports_vision_input()), spec: None, provider: LLMProvider::Bedrock, host_configs: HashMap::from([( @@ -901,7 +922,7 @@ impl LLMPreferences { }, )]), discount_percentage: None, - context_window: LLMContextWindow::default(), + context_window, }; self.models_by_feature .agent_mode diff --git a/app/src/ai/runtime/rig.rs b/app/src/ai/runtime/rig.rs index 1dfc2887..1f084731 100644 --- a/app/src/ai/runtime/rig.rs +++ b/app/src/ai/runtime/rig.rs @@ -8,6 +8,7 @@ use galaxy_agent_rig::{ GeminiRuntimeConfig, OpenAICompatibleRuntime, OpenAICompatibleRuntimeConfig, VertexAiRuntime, VertexAiRuntimeConfig, }; +use galaxy_bedrock_model_catalog::model_metadata; use uuid::Uuid; use warp_multi_agent_api::ToolType; @@ -79,7 +80,11 @@ pub(crate) async fn prepare_provider_run( let (supported_tools, supported_cli_agent_tools) = crate::ai::agent::api::prepare_direct_provider_params(&mut params); let skill_path_origin = params.session_context.skill_path_origin(); - let max_context_tokens = params.context_window_limit; + let max_context_tokens = provider_context_window_tokens( + &base_provider_config, + params.model.as_str(), + params.context_window_limit, + ); let mut cli_params = params.clone(); let cli_model_is_placeholder = params.cli_agent_model.as_str().trim().is_empty() || params @@ -186,14 +191,17 @@ async fn prepare_provider_profile( ), None => prepare_rig_turn(config, params, supported_tools, supported_cli_agent_tools), }, - crate::ai::provider::ProviderConfig::Bedrock(_) => prepare_bedrock_rig_turn_for_mode( - model, - Some(64_000), - params, - supported_tools, - supported_cli_agent_tools, - mode, - ), + crate::ai::provider::ProviderConfig::Bedrock(_) => { + let max_output_tokens = Some(bedrock_max_output_tokens(&model)); + prepare_bedrock_rig_turn_for_mode( + model, + max_output_tokens, + params, + supported_tools, + supported_cli_agent_tools, + mode, + ) + } crate::ai::provider::ProviderConfig::None => { anyhow::bail!( "No AI runtime configured. Enable an agent runtime or model provider in settings." @@ -250,7 +258,7 @@ pub(crate) async fn provider_runtime_for_request( })), }, crate::ai::provider::ProviderConfig::Bedrock(config) => { - let max_output_tokens = Some(64_000); + let max_output_tokens = Some(bedrock_max_output_tokens(&model)); let cross_region_inference = config.cross_region_inference; let caching_config = CachingConfig::from_external_config(&ExternalBedrockConfig::load()); @@ -275,6 +283,27 @@ pub(crate) async fn provider_runtime_for_request( Ok(runtime) } +fn bedrock_max_output_tokens(model: &str) -> u64 { + model_metadata(model) + .and_then(|metadata| metadata.max_output_tokens) + .map(u64::from) + .unwrap_or(64_000) +} + +fn provider_context_window_tokens( + provider_config: &crate::ai::provider::ProviderConfig, + model: &str, + configured_limit: Option, +) -> Option { + configured_limit.or_else(|| match provider_config { + crate::ai::provider::ProviderConfig::Bedrock(_) => { + model_metadata(model).and_then(|metadata| metadata.context_window_tokens) + } + crate::ai::provider::ProviderConfig::OpenAI(_) + | crate::ai::provider::ProviderConfig::None => None, + }) +} + #[cfg(test)] #[path = "rig_tests.rs"] mod tests; diff --git a/crates/galaxy_bedrock_model_catalog/Cargo.toml b/crates/galaxy_bedrock_model_catalog/Cargo.toml new file mode 100644 index 00000000..28dc1f11 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/Cargo.toml @@ -0,0 +1,10 @@ +[package] +name = "galaxy_bedrock_model_catalog" +version = "0.1.0" +edition = "2024" +publish.workspace = true +license.workspace = true + +[dependencies] +serde.workspace = true +serde_json.workspace = true diff --git a/crates/galaxy_bedrock_model_catalog/README.md b/crates/galaxy_bedrock_model_catalog/README.md new file mode 100644 index 00000000..0beda57b --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/README.md @@ -0,0 +1,20 @@ +# Galaxy Bedrock Model Catalog + +This crate embeds an offline snapshot of the public Amazon Bedrock Models +Catalog. It intentionally exposes the upstream JSON verbatim so Galaxy can +adopt newly added fields without changing the snapshot layer first. + +Refresh the snapshot from the workspace root: + +```sh +./script/update_bedrock_model_catalog +``` + +The updater resolves the current upstream `main` commit, downloads all catalog +documents at that immutable commit, validates their JSON shapes, and updates +`data/UPSTREAM_COMMIT`. + +Normal Cargo builds never require network access. The checked-in snapshot is +embedded with `include_str!` and rebuilt whenever one of the data files changes. + +See [UPSTREAM.md](UPSTREAM.md) for provenance and licensing notes. diff --git a/crates/galaxy_bedrock_model_catalog/UPSTREAM.md b/crates/galaxy_bedrock_model_catalog/UPSTREAM.md new file mode 100644 index 00000000..4556550f --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/UPSTREAM.md @@ -0,0 +1,14 @@ +# Upstream provenance + +- Source: https://github.com/amazonbedrockmodels/amazonbedrockmodels.github.io +- Data directory: https://github.com/amazonbedrockmodels/amazonbedrockmodels.github.io/tree/main/data +- Snapshot commit: recorded in `data/UPSTREAM_COMMIT` +- Upstream license declaration: MIT, as stated in the upstream README + +The upstream project is an unofficial, community-maintained catalog refreshed +from AWS Bedrock APIs. Its data is useful for discovery and enrichment, but AWS +documentation and live account/region responses remain authoritative for model +availability and access. + +The JSON files in `data/` are preserved verbatim from upstream. Refresh them +with `./script/update_bedrock_model_catalog` rather than editing them manually. diff --git a/crates/galaxy_bedrock_model_catalog/data/UPSTREAM_COMMIT b/crates/galaxy_bedrock_model_catalog/data/UPSTREAM_COMMIT new file mode 100644 index 00000000..79ee2ec9 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/data/UPSTREAM_COMMIT @@ -0,0 +1 @@ +df190def1e3301a479a386f8eeaddd5f49bef7a4 diff --git a/crates/galaxy_bedrock_model_catalog/data/api.json b/crates/galaxy_bedrock_model_catalog/data/api.json new file mode 100644 index 00000000..f1da22f9 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/data/api.json @@ -0,0 +1,10 @@ +{ + "version": "1.0", + "description": "Public API for the Amazon Bedrock Models Catalog", + "endpoints": { + "models": "/data/models.json", + "profiles": "/data/profiles.json", + "beta_models": "/data/beta_models.json" + }, + "usage": "Fetch any of the endpoints above to get the latest model data in JSON format." +} diff --git a/crates/galaxy_bedrock_model_catalog/data/beta_models.json b/crates/galaxy_bedrock_model_catalog/data/beta_models.json new file mode 100644 index 00000000..69134932 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/data/beta_models.json @@ -0,0 +1,12 @@ +[ + { + "id": "writer.palmyra-vision-7b", + "name": "Writer Palmyra Vision 7B", + "provider": "Writer" + }, + { + "id": "zai.glm-4.6", + "name": "GLM 4.6", + "provider": "Z.AI" + } +] \ No newline at end of file diff --git a/crates/galaxy_bedrock_model_catalog/data/mantle_models.json b/crates/galaxy_bedrock_model_catalog/data/mantle_models.json new file mode 100644 index 00000000..c4a20fb0 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/data/mantle_models.json @@ -0,0 +1,739 @@ +{ + "anthropic.claude-fable-5": { + "created": 1780272000, + "regions": [ + "us-east-1" + ] + }, + "anthropic.claude-haiku-4-5": { + "created": 1759276800, + "regions": [ + "ap-northeast-1", + "eu-north-1", + "eu-west-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "anthropic.claude-opus-4-7": { + "created": 1775692800, + "regions": [ + "ap-northeast-1", + "eu-north-1", + "eu-west-1", + "us-east-1" + ] + }, + "anthropic.claude-opus-4-8": { + "created": 1779148800, + "regions": [ + "ap-northeast-1", + "eu-north-1", + "eu-west-1", + "us-east-1" + ] + }, + "anthropic.claude-opus-5": { + "created": 1782950400, + "regions": [ + "eu-north-1", + "eu-west-1", + "us-east-1" + ] + }, + "anthropic.claude-sonnet-5": { + "created": 1781654400, + "regions": [ + "eu-north-1", + "eu-west-1", + "us-east-1" + ] + }, + "deepseek.v3.1": { + "created": 1764460800, + "regions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "deepseek.v3.2": { + "created": 1769385600, + "regions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "google.gemma-3-12b-it": { + "created": 1764460800, + "regions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "google.gemma-3-27b-it": { + "created": 1764460800, + "regions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "google.gemma-3-4b-it": { + "created": 1764460800, + "regions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "google.gemma-4-26b-a4b": { + "created": 1777852800, + "regions": [ + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ] + }, + "google.gemma-4-31b": { + "created": 1778112000, + "regions": [ + 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"modelIds": [ + "xai.grok-4.3" + ], + "mantleRegions": [ + "us-east-1", + "us-east-2", + "us-west-2" + ], + "mantleCreated": 1778630400 + } + }, + "xai-grok-4-6": { + "url": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-xai-grok-4-6.html", + "title": "Grok 4.6", + "metadata": { + "modelLaunchDate": "August 18, 2026", + "contextWindow": "500K tokens", + "pricing": {}, + "apisSupported": { + "responses": true, + "chatCompletions": true, + "invoke": false, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "modelIds": [ + "global.xai.grok-4.6", + "us.xai.grok-4.6", + "xai.grok-4.6" + ], + "mantleRegions": [ + "us-west-2" + ], + "mantleCreated": 1786492800 + } + }, + "zai-glm-4-7": { + "url": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-4-7.html", + "title": "GLM 4.7", + "metadata": { + "modelLaunchDate": "Dec 22, 2025", + "contextWindow": "203K tokens", + "maxOutputTokens": "4K tokens", + "pricing": {}, + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "modelIds": [ + "zai.glm-4.7" + ], + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "mantleCreated": 1769558400 + } + }, + "zai-glm-4-7-flash": { + "url": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-4-7-flash.html", + "title": "GLM 4.7 Flash", + "metadata": { + "modelLaunchDate": "Jan 19, 2026", + "contextWindow": "203K tokens", + "maxOutputTokens": "4K tokens", + "pricing": {}, + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "modelIds": [ + "zai.glm-4.7-flash" + ], + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "mantleCreated": 1769644800 + } + }, + "zai-glm-5": { + "url": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-5.html", + "title": "GLM 5", + "metadata": { + "modelLaunchDate": "Feb 11, 2026", + "contextWindow": "200K tokens", + "maxOutputTokens": "128K tokens", + "pricing": {}, + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "modelIds": [ + "zai.glm-5" + ], + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "mantleCreated": 1771770206 + } + } +} \ No newline at end of file diff --git a/crates/galaxy_bedrock_model_catalog/data/models.json b/crates/galaxy_bedrock_model_catalog/data/models.json new file mode 100644 index 00000000..f2583ba2 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/data/models.json @@ -0,0 +1,7721 @@ +[ + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/nvidia.nemotron-nano-12b-v2", + "modelId": "nvidia.nemotron-nano-12b-v2", + "modelName": "NVIDIA Nemotron Nano 12B v2 VL BF16", + "providerName": "NVIDIA", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Oct 28, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-12b-v2-vl-bf16.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/openai.gpt-5.6-terra", + "modelId": "openai.gpt-5.6-terra", + "modelName": "GPT-5.6 Terra", + "providerName": "OpenAI", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-08-13 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "July 13, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": null, + "apisSupported": { + "responses": true, + "chatCompletions": true, + "invoke": false, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-56-terra.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-haiku-4-5-20251001-v1:0", + "modelId": "anthropic.claude-haiku-4-5-20251001-v1:0", + "modelName": "Claude Haiku 4.5", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-10-15 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Oct 16, 2025", + "modelEolDate": null, + "contextWindow": "200K tokens", + "maxOutputTokens": "64K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "eu-north-1", + "eu-west-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-haiku-4-5.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/qwen.qwen3-235b-a22b-2507-v1:0", + "modelId": "qwen.qwen3-235b-a22b-2507-v1:0", + "modelName": "Qwen3 235B A22B 2507", + "providerName": "Qwen", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-09-15 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "ap-northeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Apr 28, 2025", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.2266 / 1M tokens; Output: $0.9064 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-235b-a22b-2507.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/moonshotai.kimi-k2.5", + "modelId": "moonshotai.kimi-k2.5", + "modelName": "Kimi K2.5", + "providerName": "Moonshot AI", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-06 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Jan 27, 2026", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "16K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.60 / 1M tokens; Output: $3.00 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/openai.gpt-oss-120b-1:0", + "modelId": "openai.gpt-oss-120b-1:0", + "modelName": "gpt-oss-120b", + "providerName": "OpenAI", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-08-06 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Aug 05, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "16K tokens", + "apisSupported": { + "responses": true, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.1545 / 1M tokens; Output: $0.6180 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-120b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/qwen.qwen3-next-80b-a3b", + "modelId": "qwen.qwen3-next-80b-a3b", + "modelName": "Qwen3 Next 80B A3B", + "providerName": "Qwen", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Sep 11, 2025", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.15 / 1M tokens; Output: $1.20 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-fable-5", + "modelId": "anthropic.claude-fable-5", + "modelName": "Claude Fable 5", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-06-09 10:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "June 9, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "128K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "us-east-1" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-fable-5.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/deepseek.v3.2", + "modelId": "deepseek.v3.2", + "modelName": "DeepSeek V3.2", + "providerName": "DeepSeek", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-06 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 01, 2025", + "modelEolDate": null, + "contextWindow": "164K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.62 / 1M tokens; Output: $1.85 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/nvidia.nemotron-nano-3-30b", + "modelId": "nvidia.nemotron-nano-3-30b", + "modelName": "Nemotron Nano 3 30B", + "providerName": "NVIDIA", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-23 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 15, 2025", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nemotron-nano-3-30b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-sonnet-4-6", + "modelId": "anthropic.claude-sonnet-4-6", + "modelName": "Claude Sonnet 4.6", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-17 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Feb 17, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "64K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": false + }, + "mantleRegions": [], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-sonnet-4-6.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/minimax.minimax-m2", + "modelId": "minimax.minimax-m2", + "modelName": "MiniMax M2", + "providerName": "MiniMax", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Oct 23, 2025", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.30 / 1M tokens; Output: $1.20 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/zai.glm-4.7-flash", + "modelId": "zai.glm-4.7-flash", + "modelName": "GLM 4.7 Flash", + "providerName": "Z.AI", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-06 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Jan 19, 2026", + "modelEolDate": null, + "contextWindow": "203K tokens", + "maxOutputTokens": "4K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.07 / 1M tokens; Output: $0.40 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-4-7-flash.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/mistral.voxtral-mini-3b-2507", + "modelId": "mistral.voxtral-mini-3b-2507", + "modelName": "Voxtral Mini 3B 2507", + "providerName": "Mistral AI", + "inputModalities": [ + "SPEECH", + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": null, + "modelEolDate": null, + "contextWindow": "32K tokens", + "maxOutputTokens": null, + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-voxtral-mini-3b-2507.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/xai.grok-4.6", + "modelId": "xai.grok-4.6", + "modelName": "Grok 4.6", + "providerName": "xAI", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-08-19 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "August 18, 2026", + "modelEolDate": null, + "contextWindow": "500K tokens", + "maxOutputTokens": null, + "apisSupported": { + "responses": true, + "chatCompletions": true, + "invoke": false, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-xai-grok-4-6.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/amazon.nova-2-lite-v1:0", + "modelId": "amazon.nova-2-lite-v1:0", + "modelName": "Nova 2 Lite", + "providerName": "Amazon", + "inputModalities": [ + "TEXT", + "IMAGE", + "VIDEO" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 08:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 02, 2025", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "64K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": false + }, + "mantleRegions": [], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-amazon-nova-2-lite.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/minimax.minimax-m2.5", + "modelId": "minimax.minimax-m2.5", + "modelName": "MiniMax M2.5", + "providerName": "MiniMax", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-03-18 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Feb 12, 2026", + "modelEolDate": null, + "contextWindow": "196K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.30 / 1M tokens; Output: $1.20 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/google.gemma-3-12b-it", + "modelId": "google.gemma-3-12b-it", + "modelName": "Gemma 3 12B IT", + "providerName": "Google", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Mar 12, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-google-gemma-3-12b-it.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/moonshot.kimi-k2-thinking", + "modelId": "moonshot.kimi-k2-thinking", + "modelName": "Kimi K2 Thinking", + "providerName": "Moonshot AI", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Nov 06, 2025", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "16K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.60 / 1M tokens; Output: $2.50 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-thinking.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/mistral.mistral-large-3-675b-instruct", + "modelId": "mistral.mistral-large-3-675b-instruct", + "modelName": "Mistral Large 3", + "providerName": "Mistral AI", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 2, 2025", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "32K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.50 / 1M tokens; Output: $1.50 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-mistral-large-3.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/twelvelabs.pegasus-1-2-v1:0", + "modelId": "twelvelabs.pegasus-1-2-v1:0", + "modelName": "Pegasus v1.2", + "providerName": "TwelveLabs", + "inputModalities": [ + "TEXT", + "VIDEO" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-10-31 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Feb 11, 2025", + "modelEolDate": null, + "contextWindow": null, + "maxOutputTokens": null, + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": false + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": false + }, + "mantleRegions": [], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-twelvelabs-pegasus-v1-2.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/mistral.devstral-2-123b", + "modelId": "mistral.devstral-2-123b", + "modelName": "Devstral 2 123B", + "providerName": "Mistral AI", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-17 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": null, + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "32K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.40 / 1M tokens; Output: $2.00 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-devstral-2-123b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/minimax.minimax-m2.1", + "modelId": "minimax.minimax-m2.1", + "modelName": "MiniMax M2.1", + "providerName": "MiniMax", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-06 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 23, 2025", + "modelEolDate": null, + "contextWindow": "196K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.30 / 1M tokens; Output: $1.20 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/nvidia.nemotron-super-3-120b", + "modelId": "nvidia.nemotron-super-3-120b", + "modelName": "NVIDIA Nemotron 3 Super 120B A12B", + "providerName": "NVIDIA", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-03-18 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Mar 11, 2026", + "modelEolDate": null, + "contextWindow": "256K tokens", + "maxOutputTokens": "32K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.15 / 1M tokens; Output: $0.65 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nemotron-super-3-120b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/qwen.qwen3-32b-v1:0", + "modelId": "qwen.qwen3-32b-v1:0", + "modelName": "Qwen3 32B (dense)", + "providerName": "Qwen", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-09-15 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Apr 29, 2025", + "modelEolDate": null, + "contextWindow": "32K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-32b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/mistral.ministral-3-14b-instruct", + "modelId": "mistral.ministral-3-14b-instruct", + "modelName": "Ministral 14B 3.0", + "providerName": "Mistral AI", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 2, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.20 / 1M tokens; Output: $0.20 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-ministral-14b-3-0.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-opus-4-6-v1", + "modelId": "anthropic.claude-opus-4-6-v1", + "modelName": "Claude Opus 4.6", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-02-05 18:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Feb 5, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "128K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": false + }, + "mantleRegions": [], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-opus-4-6.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/nvidia.nemotron-nano-9b-v2", + "modelId": "nvidia.nemotron-nano-9b-v2", + "modelName": "NVIDIA Nemotron Nano 9B v2", + "providerName": "NVIDIA", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Aug 18, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-9b-v2.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/mistral.ministral-3-8b-instruct", + "modelId": "mistral.ministral-3-8b-instruct", + "modelName": "Ministral 3 8B", + "providerName": "Mistral AI", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Dec 02, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-ministral-3-8b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/mistral.voxtral-small-24b-2507", + "modelId": "mistral.voxtral-small-24b-2507", + "modelName": "Voxtral Small 24B 2507", + "providerName": "Mistral AI", + "inputModalities": [ + "SPEECH", + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Oct 30, 2025", + "modelEolDate": null, + "contextWindow": "32K tokens", + "maxOutputTokens": null, + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-voxtral-small-24b-2507.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/zai.glm-5", + "modelId": "zai.glm-5", + "modelName": "GLM 5", + "providerName": "Z.AI", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-03-18 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Feb 11, 2026", + "modelEolDate": null, + "contextWindow": "200K tokens", + "maxOutputTokens": "128K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-north-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $1.00 / 1M tokens; Output: $3.20 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-5.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/openai.gpt-oss-20b-1:0", + "modelId": "openai.gpt-oss-20b-1:0", + "modelName": "gpt-oss-20b", + "providerName": "OpenAI", + "inputModalities": [ + "TEXT" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-08-06 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Aug 05, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "16K tokens", + "apisSupported": { + "responses": true, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": { + "onDemand": "Input: $0.0721 / 1M tokens; Output: $0.3090 / 1M tokens (varies by region)" + }, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-20b.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-opus-5", + "modelId": "anthropic.claude-opus-5", + "modelName": "Claude Opus 5", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-07-23 17:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "July 24, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "128K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "eu-north-1", + "eu-west-1", + "us-east-1" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-opus-5.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/google.gemma-3-4b-it", + "modelId": "google.gemma-3-4b-it", + "modelName": "Gemma 3 4B IT", + "providerName": "Google", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "ON_DEMAND" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2025-12-02 00:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-west-2", + "eu-west-1", + "ap-northeast-1", + "sa-east-1", + "ap-southeast-2", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Mar 12, 2025", + "modelEolDate": null, + "contextWindow": "128K tokens", + "maxOutputTokens": "8K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": true, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "ap-south-1", + "ap-southeast-2", + "eu-central-1", + "eu-north-1", + "eu-west-1", + "eu-west-2", + "sa-east-1", + "us-east-1", + "us-east-2", + "us-west-2" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-google-gemma-3-4b-it.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-opus-4-8", + "modelId": "anthropic.claude-opus-4-8", + "modelName": "Claude Opus 4.8", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-05-28 10:00:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "May 28, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "128K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "eu-north-1", + "eu-west-1", + "us-east-1" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-opus-4-8.html" + } + }, + { + "modelArn": "arn:aws:bedrock:ap-south-1::foundation-model/anthropic.claude-opus-4-7", + "modelId": "anthropic.claude-opus-4-7", + "modelName": "Claude Opus 4.7", + "providerName": "Anthropic", + "inputModalities": [ + "TEXT", + "IMAGE" + ], + "outputModalities": [ + "TEXT" + ], + "responseStreamingSupported": true, + "customizationsSupported": [], + "inferenceTypesSupported": [ + "INFERENCE_PROFILE" + ], + "modelLifecycle": { + "status": "ACTIVE", + "startOfLifeTime": "2026-04-16 14:30:00+00:00" + }, + "regions": [ + "ap-south-1", + "eu-north-1", + "eu-west-3", + "eu-west-2", + "eu-west-1", + "ap-northeast-3", + "ap-northeast-2", + "ap-northeast-1", + "ca-central-1", + "sa-east-1", + "ap-east-2", + "ap-southeast-1", + "ap-southeast-2", + "eu-central-1", + "us-east-1", + "us-east-2", + "us-west-1", + "us-west-2" + ], + "modelCard": { + "modelLaunchDate": "Apr 16, 2026", + "modelEolDate": null, + "contextWindow": "1M tokens", + "maxOutputTokens": "128K tokens", + "apisSupported": { + "responses": false, + "chatCompletions": false, + "invoke": true, + "converse": true + }, + "endpointsSupported": { + "bedrockRuntime": true, + "bedrockMantle": true + }, + "mantleRegions": [ + "ap-northeast-1", + "eu-north-1", + "eu-west-1", + "us-east-1" + ], + "pricing": {}, + "modelCardUrl": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-anthropic-claude-opus-4-7.html" + } + }, + { + "modelArn": 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"arn:aws:bedrock:us-west-2::foundation-model/amazon.nova-pro-v1:0" + }, + { + "modelArn": "arn:aws:bedrock:us-east-2::foundation-model/amazon.nova-pro-v1:0" + } + ], + "inferenceProfileId": "us.amazon.nova-pro-v1:0", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "US Anthropic Claude Opus 5", + "description": "Routes requests to Anthropic Claude Opus 5 in us-east-1, us-east-2 and us-west-2.", + "createdAt": "2026-07-24 16:59:51.622797+00:00", + "updatedAt": "2026-07-24 17:09:56.268548+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/us.anthropic.claude-opus-5", + "models": [ + { + "modelArn": "arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-opus-5" + }, + { + "modelArn": "arn:aws:bedrock:us-east-2::foundation-model/anthropic.claude-opus-5" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-opus-5" + } + ], + "inferenceProfileId": "us.anthropic.claude-opus-5", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global Anthropic Claude Sonnet 5", + "description": "Routes requests to Anthropic Claude Sonnet 5 globally across all supported AWS Regions.", + "createdAt": "2026-06-30 05:37:59.752608+00:00", + "updatedAt": "2026-08-03 23:19:43.357277+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.anthropic.claude-sonnet-5", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/anthropic.claude-sonnet-5" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-sonnet-5" + } + ], + "inferenceProfileId": "global.anthropic.claude-sonnet-5", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global Anthropic Claude Opus 5", + "description": "Routes requests to Anthropic Claude Opus 5 globally across all supported AWS Regions.", + "createdAt": "2026-07-21 20:45:21.714328+00:00", + "updatedAt": "2026-08-03 23:35:10.623822+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.anthropic.claude-opus-5", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/anthropic.claude-opus-5" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-opus-5" + } + ], + "inferenceProfileId": "global.anthropic.claude-opus-5", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global Anthropic Claude Haiku 4.5", + "description": "Routes requests to Anthropic Claude Haiku 4.5 globally across all supported AWS Regions.", + "createdAt": "2025-10-13 20:38:14+00:00", + "updatedAt": "2026-08-13 08:59:12.711711+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.anthropic.claude-haiku-4-5-20251001-v1:0", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/anthropic.claude-haiku-4-5-20251001-v1:0" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-haiku-4-5-20251001-v1:0" + } + ], + "inferenceProfileId": "global.anthropic.claude-haiku-4-5-20251001-v1:0", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "US OpenAI GPT-5.6 Sol", + "description": "Routes requests to GPT-5.6 Sol in us-east-1, us-east-2, us-west-2.", + "createdAt": "2026-08-13 21:37:34.673451+00:00", + "updatedAt": "2026-08-13 21:37:34.673451+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/us.openai.gpt-5.6-sol", + "models": [ + { + "modelArn": "arn:aws:bedrock:us-east-1::foundation-model/openai.gpt-5.6-sol" + }, + { + "modelArn": "arn:aws:bedrock:us-east-2::foundation-model/openai.gpt-5.6-sol" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/openai.gpt-5.6-sol" + } + ], + "inferenceProfileId": "us.openai.gpt-5.6-sol", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global OpenAI GPT-5.6 Sol", + "description": "Routes requests to GPT-5.6 Sol globally across all supported AWS Regions.", + "createdAt": "2026-08-13 21:37:34.831186+00:00", + "updatedAt": "2026-08-13 21:37:34.831186+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.openai.gpt-5.6-sol", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/openai.gpt-5.6-sol" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/openai.gpt-5.6-sol" + } + ], + "inferenceProfileId": "global.openai.gpt-5.6-sol", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "US OpenAI GPT-5.6 Terra", + "description": "Routes requests to GPT-5.6 Terra in us-east-1, us-east-2, us-west-2.", + "createdAt": "2026-08-13 21:49:19.464246+00:00", + "updatedAt": "2026-08-13 21:49:19.464246+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/us.openai.gpt-5.6-terra", + "models": [ + { + "modelArn": "arn:aws:bedrock:us-east-1::foundation-model/openai.gpt-5.6-terra" + }, + { + "modelArn": "arn:aws:bedrock:us-east-2::foundation-model/openai.gpt-5.6-terra" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/openai.gpt-5.6-terra" + } + ], + "inferenceProfileId": "us.openai.gpt-5.6-terra", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global OpenAI GPT-5.6 Terra", + "description": "Routes requests to GPT-5.6 Terra globally across all supported AWS Regions.", + "createdAt": "2026-08-13 21:49:19.558194+00:00", + "updatedAt": "2026-08-13 21:49:19.558194+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.openai.gpt-5.6-terra", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/openai.gpt-5.6-terra" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/openai.gpt-5.6-terra" + } + ], + "inferenceProfileId": "global.openai.gpt-5.6-terra", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "US OpenAI GPT-5.6 Luna", + "description": "Routes requests to GPT-5.6 Luna in us-east-1, us-east-2, us-west-2.", + "createdAt": "2026-08-13 21:59:45.490428+00:00", + "updatedAt": "2026-08-13 21:59:45.490428+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/us.openai.gpt-5.6-luna", + "models": [ + { + "modelArn": "arn:aws:bedrock:us-east-1::foundation-model/openai.gpt-5.6-luna" + }, + { + "modelArn": "arn:aws:bedrock:us-east-2::foundation-model/openai.gpt-5.6-luna" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/openai.gpt-5.6-luna" + } + ], + "inferenceProfileId": "us.openai.gpt-5.6-luna", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global OpenAI GPT-5.6 Luna", + "description": "Routes requests to GPT-5.6 Luna globally across all supported AWS Regions.", + "createdAt": "2026-08-13 21:59:45.649757+00:00", + "updatedAt": "2026-08-13 21:59:45.649757+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.openai.gpt-5.6-luna", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/openai.gpt-5.6-luna" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/openai.gpt-5.6-luna" + } + ], + "inferenceProfileId": "global.openai.gpt-5.6-luna", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "US xAI Grok 4.6", + "description": "Routes requests to Grok 4.6 in us-east-1, us-east-2, us-west-2.", + "createdAt": "2026-08-18 23:30:31.579659+00:00", + "updatedAt": "2026-08-18 23:30:31.579659+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/us.xai.grok-4.6", + "models": [ + { + "modelArn": "arn:aws:bedrock:us-east-1::foundation-model/xai.grok-4.6" + }, + { + "modelArn": "arn:aws:bedrock:us-east-2::foundation-model/xai.grok-4.6" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/xai.grok-4.6" + } + ], + "inferenceProfileId": "us.xai.grok-4.6", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + }, + { + "inferenceProfileName": "Global xAI Grok 4.6", + "description": "Routes requests to Grok 4.6 globally across all supported AWS Regions.", + "createdAt": "2026-08-18 23:30:31.758827+00:00", + "updatedAt": "2026-08-18 23:30:31.758827+00:00", + "inferenceProfileArn": "arn:aws:bedrock:us-west-2:452954105288:inference-profile/global.xai.grok-4.6", + "models": [ + { + "modelArn": "arn:aws:bedrock:::foundation-model/xai.grok-4.6" + }, + { + "modelArn": "arn:aws:bedrock:us-west-2::foundation-model/xai.grok-4.6" + } + ], + "inferenceProfileId": "global.xai.grok-4.6", + "status": "ACTIVE", + "type": "SYSTEM_DEFINED", + "region": "us-west-2" + } +] \ No newline at end of file diff --git a/crates/galaxy_bedrock_model_catalog/src/lib.rs b/crates/galaxy_bedrock_model_catalog/src/lib.rs new file mode 100644 index 00000000..7692477c --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/src/lib.rs @@ -0,0 +1,65 @@ +//! A versioned, offline snapshot of the public Amazon Bedrock model catalog. +//! +//! The JSON is kept verbatim so consumers can adopt new upstream fields without +//! first changing this crate. Run `./script/update_bedrock_model_catalog` from +//! the workspace root to refresh the snapshot. + +mod metadata; + +pub use metadata::{ModelMetadata, model_metadata, models}; + +/// Repository from which the bundled snapshot was downloaded. +pub const UPSTREAM_REPOSITORY: &str = + "https://github.com/amazonbedrockmodels/amazonbedrockmodels.github.io"; + +/// The catalog's public API manifest. +pub const API_MANIFEST_JSON: &str = include_str!("../data/api.json"); + +/// Foundation models discovered through the AWS-native Bedrock APIs. +pub const FOUNDATION_MODELS_JSON: &str = include_str!("../data/models.json"); + +/// System-defined inference profiles discovered across AWS regions. +pub const INFERENCE_PROFILES_JSON: &str = include_str!("../data/profiles.json"); + +/// Models discovered before they appear in the main AWS documentation. +pub const BETA_MODELS_JSON: &str = include_str!("../data/beta_models.json"); + +/// Models available through the Bedrock Mantle endpoint. +pub const MANTLE_MODELS_JSON: &str = include_str!("../data/mantle_models.json"); + +/// Enriched model-card metadata maintained by the upstream catalog. +pub const MODEL_CARDS_JSON: &str = include_str!("../data/model_cards.json"); + +/// Returns the exact upstream commit used for the bundled snapshot. +pub fn upstream_commit() -> &'static str { + include_str!("../data/UPSTREAM_COMMIT").trim() +} + +/// All catalog documents embedded in this crate. +#[derive(Debug, Clone, Copy)] +pub struct CatalogSnapshot { + pub api_manifest: &'static str, + pub foundation_models: &'static str, + pub inference_profiles: &'static str, + pub beta_models: &'static str, + pub mantle_models: &'static str, + pub model_cards: &'static str, +} + +/// The bundled catalog snapshot. +pub const SNAPSHOT: CatalogSnapshot = CatalogSnapshot { + api_manifest: API_MANIFEST_JSON, + foundation_models: FOUNDATION_MODELS_JSON, + inference_profiles: INFERENCE_PROFILES_JSON, + beta_models: BETA_MODELS_JSON, + mantle_models: MANTLE_MODELS_JSON, + model_cards: MODEL_CARDS_JSON, +}; + +#[cfg(test)] +#[path = "lib_tests.rs"] +mod tests; + +#[cfg(test)] +#[path = "metadata_tests.rs"] +mod metadata_tests; diff --git a/crates/galaxy_bedrock_model_catalog/src/lib_tests.rs b/crates/galaxy_bedrock_model_catalog/src/lib_tests.rs new file mode 100644 index 00000000..76776169 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/src/lib_tests.rs @@ -0,0 +1,42 @@ +use serde_json::Value; + +use super::*; + +#[test] +fn bundled_catalog_documents_are_valid_json() { + for document in [ + API_MANIFEST_JSON, + FOUNDATION_MODELS_JSON, + INFERENCE_PROFILES_JSON, + BETA_MODELS_JSON, + MANTLE_MODELS_JSON, + MODEL_CARDS_JSON, + ] { + serde_json::from_str::(document).expect("catalog document should be valid JSON"); + } +} + +#[test] +fn bundled_catalog_has_models_and_provenance() { + let foundation_models: Value = + serde_json::from_str(FOUNDATION_MODELS_JSON).expect("foundation models should parse"); + let mantle_models: Value = + serde_json::from_str(MANTLE_MODELS_JSON).expect("Mantle models should parse"); + + assert!( + foundation_models + .as_array() + .is_some_and(|models| !models.is_empty()) + ); + assert!( + mantle_models + .as_object() + .is_some_and(|models| !models.is_empty()) + ); + assert_eq!(upstream_commit().len(), 40); + assert!( + upstream_commit() + .bytes() + .all(|byte| byte.is_ascii_hexdigit()) + ); +} diff --git a/crates/galaxy_bedrock_model_catalog/src/metadata.rs b/crates/galaxy_bedrock_model_catalog/src/metadata.rs new file mode 100644 index 00000000..13bb272d --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/src/metadata.rs @@ -0,0 +1,228 @@ +use std::collections::HashMap; +use std::sync::OnceLock; + +use serde::Deserialize; + +use crate::FOUNDATION_MODELS_JSON; + +const CROSS_REGION_PREFIXES: &[&str] = &["global.", "apac.", "us.", "eu.", "jp.", "au."]; + +/// Provider-neutral metadata for one Bedrock foundation model. +#[derive(Clone, Debug, PartialEq, Eq)] +pub struct ModelMetadata { + pub model_id: String, + pub model_name: String, + pub provider_name: String, + pub input_modalities: Vec, + pub output_modalities: Vec, + pub response_streaming_supported: Option, + pub regions: Vec, + pub context_window_tokens: Option, + pub max_output_tokens: Option, + pub converse_supported: Option, + pub invoke_supported: Option, + pub bedrock_runtime_supported: Option, + pub bedrock_mantle_supported: Option, + pub mantle_regions: Vec, + pub model_card_url: Option, +} + +impl ModelMetadata { + pub fn supports_vision_input(&self) -> bool { + self.input_modalities + .iter() + .any(|modality| modality == "IMAGE") + } + + /// Reports whether the catalog has enough evidence to classify this as an + /// Agent Mode model. `None` deliberately leaves new or incomplete catalog + /// entries usable until their metadata catches up. + pub fn supports_agent_runtime(&self) -> Option { + if !self.output_modalities.is_empty() + && !self + .output_modalities + .iter() + .any(|modality| modality == "TEXT") + { + return Some(false); + } + + for support in [ + self.response_streaming_supported, + self.converse_supported, + self.bedrock_runtime_supported, + ] { + if support == Some(false) { + return Some(false); + } + } + + if self.output_modalities.is_empty() + || self.response_streaming_supported.is_none() + || self.converse_supported.is_none() + || self.bedrock_runtime_supported.is_none() + { + None + } else { + Some(true) + } + } +} + +/// Returns all parsed foundation-model metadata in the bundled snapshot. +pub fn models() -> &'static [ModelMetadata] { + &catalog_index().models +} + +/// Finds metadata for a foundation model, accepting Bedrock ARNs, +/// cross-region inference prefixes, and Galaxy's optional `[1m]` suffix. +pub fn model_metadata(model_id: &str) -> Option<&'static ModelMetadata> { + let index = catalog_index(); + let normalized = normalize_model_id(model_id); + index + .by_id + .get(normalized) + .and_then(|position| index.models.get(*position)) +} + +fn catalog_index() -> &'static CatalogIndex { + static INDEX: OnceLock = OnceLock::new(); + INDEX.get_or_init(CatalogIndex::load) +} + +struct CatalogIndex { + models: Vec, + by_id: HashMap, +} + +impl CatalogIndex { + fn load() -> Self { + let raw_models = + serde_json::from_str::>(FOUNDATION_MODELS_JSON).unwrap_or_default(); + let models = raw_models + .into_iter() + .map(ModelMetadata::from) + .collect::>(); + let by_id = models + .iter() + .enumerate() + .map(|(position, model)| (model.model_id.clone(), position)) + .collect(); + Self { models, by_id } + } +} + +impl From for ModelMetadata { + fn from(raw: RawModel) -> Self { + let card = raw.model_card.unwrap_or_default(); + Self { + model_id: raw.model_id, + model_name: raw.model_name, + provider_name: raw.provider_name, + input_modalities: raw.input_modalities, + output_modalities: raw.output_modalities, + response_streaming_supported: raw.response_streaming_supported, + regions: raw.regions, + context_window_tokens: card.context_window.as_deref().and_then(parse_token_count), + max_output_tokens: card + .max_output_tokens + .as_deref() + .and_then(parse_token_count), + converse_supported: card.apis_supported.as_ref().and_then(|apis| apis.converse), + invoke_supported: card.apis_supported.as_ref().and_then(|apis| apis.invoke), + bedrock_runtime_supported: card + .endpoints_supported + .as_ref() + .and_then(|endpoints| endpoints.bedrock_runtime), + bedrock_mantle_supported: card + .endpoints_supported + .as_ref() + .and_then(|endpoints| endpoints.bedrock_mantle), + mantle_regions: card.mantle_regions, + model_card_url: card.model_card_url, + } + } +} + +fn normalize_model_id(model_id: &str) -> &str { + let model_id = model_id.rsplit('/').next().unwrap_or(model_id); + let model_id = model_id + .strip_suffix("[1m]") + .or_else(|| model_id.strip_suffix("[1M]")) + .unwrap_or(model_id); + CROSS_REGION_PREFIXES + .iter() + .find_map(|prefix| model_id.strip_prefix(prefix)) + .unwrap_or(model_id) +} + +fn parse_token_count(value: &str) -> Option { + let value = value + .trim() + .strip_suffix("tokens") + .or_else(|| value.trim().strip_suffix("token")) + .unwrap_or(value) + .trim(); + let suffix_start = value + .find(|character: char| !character.is_ascii_digit() && character != ',' && character != '.') + .unwrap_or(value.len()); + let (number, suffix) = value.split_at(suffix_start); + let multiplier = match suffix.trim().to_ascii_uppercase().as_str() { + "" => 1.0, + "K" => 1_000.0, + "M" => 1_000_000.0, + "B" => 1_000_000_000.0, + _ => return None, + }; + let number = number.replace(',', "").parse::().ok()?; + let tokens = number * multiplier; + if !tokens.is_finite() || tokens < 0.0 || tokens > u32::MAX as f64 { + return None; + } + Some(tokens.round() as u32) +} + +#[derive(Deserialize)] +#[serde(rename_all = "camelCase")] +struct RawModel { + model_id: String, + #[serde(default)] + model_name: String, + #[serde(default)] + provider_name: String, + #[serde(default)] + input_modalities: Vec, + #[serde(default)] + output_modalities: Vec, + #[serde(default)] + response_streaming_supported: Option, + #[serde(default)] + regions: Vec, + #[serde(default)] + model_card: Option, +} + +#[derive(Default, Deserialize)] +#[serde(rename_all = "camelCase")] +struct RawModelCard { + context_window: Option, + max_output_tokens: Option, + apis_supported: Option, + endpoints_supported: Option, + #[serde(default)] + mantle_regions: Vec, + model_card_url: Option, +} + +#[derive(Deserialize)] +struct RawApisSupported { + converse: Option, + invoke: Option, +} + +#[derive(Deserialize)] +#[serde(rename_all = "camelCase")] +struct RawEndpointsSupported { + bedrock_runtime: Option, + bedrock_mantle: Option, +} diff --git a/crates/galaxy_bedrock_model_catalog/src/metadata_tests.rs b/crates/galaxy_bedrock_model_catalog/src/metadata_tests.rs new file mode 100644 index 00000000..9f0d8e44 --- /dev/null +++ b/crates/galaxy_bedrock_model_catalog/src/metadata_tests.rs @@ -0,0 +1,50 @@ +use super::*; + +#[test] +fn reads_context_and_capabilities_for_an_agent_model() { + let metadata = model_metadata("anthropic.claude-opus-4-8").unwrap(); + + assert_eq!(metadata.model_name, "Claude Opus 4.8"); + assert_eq!(metadata.provider_name, "Anthropic"); + assert_eq!(metadata.context_window_tokens, Some(1_000_000)); + assert_eq!(metadata.max_output_tokens, Some(128_000)); + assert!(metadata.supports_vision_input()); + assert_eq!(metadata.supports_agent_runtime(), Some(true)); +} + +#[test] +fn normalizes_inference_profile_ids_and_galaxy_suffixes() { + let metadata = model_metadata( + "arn:aws:bedrock:us-east-1:123456789012:inference-profile/us.anthropic.claude-opus-4-8[1M]", + ) + .unwrap(); + + assert_eq!(metadata.model_id, "anthropic.claude-opus-4-8"); +} + +#[test] +fn preserves_unknown_and_invalid_metadata_as_unknown() { + assert!(model_metadata("example.future-model-v1").is_none()); + assert_eq!( + model_metadata("cohere.embed-english-v3") + .unwrap() + .context_window_tokens, + None + ); +} + +#[test] +fn rejects_known_non_agent_models() { + assert_eq!( + model_metadata("cohere.embed-english-v3") + .unwrap() + .supports_agent_runtime(), + Some(false) + ); + assert_eq!( + model_metadata("amazon.nova-2-sonic-v1:0") + .unwrap() + .supports_agent_runtime(), + Some(false) + ); +} diff --git a/script/update_bedrock_model_catalog b/script/update_bedrock_model_catalog new file mode 100755 index 00000000..ef7bbb11 --- /dev/null +++ b/script/update_bedrock_model_catalog @@ -0,0 +1,103 @@ +#!/usr/bin/env python3 +"""Refresh Galaxy's checked-in Amazon Bedrock model catalog snapshot.""" + +from __future__ import annotations + +import json +import subprocess +import sys +import tempfile +import urllib.error +import urllib.request +from pathlib import Path + + +UPSTREAM_GIT_URL = ( + "https://github.com/amazonbedrockmodels/amazonbedrockmodels.github.io.git" +) +UPSTREAM_RAW_URL = ( + "https://raw.githubusercontent.com/amazonbedrockmodels/" + "amazonbedrockmodels.github.io" +) +UPSTREAM_REF = "refs/heads/main" +CATALOG_FILES = { + "api.json": dict, + "beta_models.json": list, + "mantle_models.json": dict, + "model_cards.json": dict, + "models.json": list, + "profiles.json": list, +} + + +def resolve_upstream_commit() -> str: + result = subprocess.run( + ["git", "ls-remote", UPSTREAM_GIT_URL, UPSTREAM_REF], + check=True, + capture_output=True, + text=True, + timeout=30, + ) + fields = result.stdout.split() + if len(fields) != 2 or fields[1] != UPSTREAM_REF or len(fields[0]) != 40: + raise RuntimeError(f"unexpected git ls-remote response: {result.stdout!r}") + return fields[0] + + +def download_file(commit: str, filename: str) -> bytes: + url = f"{UPSTREAM_RAW_URL}/{commit}/data/{filename}" + request = urllib.request.Request(url, headers={"User-Agent": "Galaxy catalog updater"}) + with urllib.request.urlopen(request, timeout=30) as response: + if response.status != 200: + raise RuntimeError(f"downloading {filename} returned HTTP {response.status}") + return response.read() + + +def validate_document(filename: str, contents: bytes, expected_type: type) -> None: + try: + document = json.loads(contents) + except (UnicodeDecodeError, json.JSONDecodeError) as error: + raise RuntimeError(f"{filename} is not valid UTF-8 JSON: {error}") from error + + if not isinstance(document, expected_type): + raise RuntimeError( + f"{filename} has type {type(document).__name__}; " + f"expected {expected_type.__name__}" + ) + + +def main() -> int: + workspace_root = Path(__file__).resolve().parent.parent + destination = workspace_root / "crates" / "galaxy_bedrock_model_catalog" / "data" + commit_file = destination / "UPSTREAM_COMMIT" + + print("Resolving the latest Amazon Bedrock model catalog commit...") + commit = resolve_upstream_commit() + + if commit_file.exists() and commit_file.read_text().strip() == commit: + print(f"Catalog is already current at {commit}") + return 0 + + with tempfile.TemporaryDirectory(prefix="galaxy-bedrock-catalog-") as temp_dir: + staged_directory = Path(temp_dir) + for filename, expected_type in CATALOG_FILES.items(): + print(f"Downloading {filename}...") + contents = download_file(commit, filename) + validate_document(filename, contents, expected_type) + (staged_directory / filename).write_bytes(contents) + + destination.mkdir(parents=True, exist_ok=True) + for filename in CATALOG_FILES: + (staged_directory / filename).replace(destination / filename) + commit_file.write_text(f"{commit}\n") + + print(f"Updated Galaxy's Bedrock model catalog to {commit}") + return 0 + + +if __name__ == "__main__": + try: + raise SystemExit(main()) + except (OSError, RuntimeError, subprocess.SubprocessError, urllib.error.URLError) as error: + print(f"error: {error}", file=sys.stderr) + raise SystemExit(1) from error