diff --git a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py index 38f280eef03..72bc43ba938 100644 --- a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py +++ b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py @@ -18,6 +18,7 @@ from litellm.llms.bedrock.chat.invoke_transformations.base_invoke_transformation ) from litellm.llms.bedrock.common_utils import ( apply_bedrock_invoke_structured_output, + bedrock_supports_tool_search, get_anthropic_beta_from_headers, normalize_bedrock_opus_output_config_effort, normalize_custom_field_on_tools, @@ -265,7 +266,7 @@ class AmazonAnthropicClaudeConfig(AmazonInvokeConfig, AnthropicConfig): if tool_search_used and not (programmatic_tool_calling_used or input_examples_used): beta_set.discard(ANTHROPIC_TOOL_SEARCH_BETA_HEADER) - if "opus-4" in model.lower() or "opus_4" in model.lower(): + if bedrock_supports_tool_search(model): beta_set.add("tool-search-tool-2025-10-19") auto_beta_list: Final = filter_and_transform_beta_headers( diff --git a/litellm/llms/bedrock/common_utils.py b/litellm/llms/bedrock/common_utils.py index cb2c70e74c8..50a569a76c0 100644 --- a/litellm/llms/bedrock/common_utils.py +++ b/litellm/llms/bedrock/common_utils.py @@ -898,6 +898,20 @@ def bedrock_model_accepts_cache_points(model: str | None) -> bool: return any(entry.get("supports_prompt_caching") is True for entry in entries) +def bedrock_supports_tool_search(model: str) -> bool: + """ + Whether Bedrock InvokeModel admits the ``tool_search_tool_*`` tool types on ``model``. + + Backed by the ``supports_tool_search`` flag in ``model_prices_and_context_window.json``, + an exact entry or the ``claude-tool-search`` fallback rule for Claude 4.5 and newer, so a + newly released Claude carries the flag with no code change. An explicit ``false`` on the + resolved entry wins over the rule. + """ + from litellm.llms.anthropic.common_utils import AnthropicModelInfo + + return AnthropicModelInfo._supports_model_capability(model, "supports_tool_search", "bedrock") + + def is_claude_4_5_on_bedrock(model: str) -> bool: """ Check if the model supports Bedrock prompt caching with an extended '1h' TTL diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py index a715d150b4c..4aa2afdbc78 100644 --- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py +++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py @@ -31,6 +31,7 @@ from litellm.llms.bedrock.chat.invoke_transformations.base_invoke_transformation from litellm.llms.bedrock.common_utils import ( BedrockError, apply_bedrock_invoke_structured_output, + bedrock_supports_tool_search, ensure_bedrock_anthropic_messages_tool_names, get_anthropic_beta_from_headers, is_claude_4_5_on_bedrock, @@ -386,9 +387,10 @@ class AmazonAnthropicClaudeMessagesConfig( """ Check if the model supports tool search on Bedrock. - The model map's ``supports_tool_search`` flag is authoritative when - ``model`` resolves to an entry that sets it; the name patterns below - cover ids the map cannot resolve (ARNs, unlisted regional variants). + The model map's ``supports_tool_search`` flag is authoritative: an exact + entry, or the ``claude-tool-search`` fallback rule (Claude 4.5 and newer) + for ids the map cannot resolve (ARNs, unlisted regional variants) and for + mapped entries that carry no opinion. Ref: https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-search-tool @@ -398,46 +400,7 @@ class AmazonAnthropicClaudeMessagesConfig( Returns: True if the model supports tool search on Bedrock """ - catalog: Final = AnthropicModelInfo._get_provider_resolved_capability(model, "supports_tool_search", "bedrock") - if catalog is not None: - return catalog - - model_lower: Final = model.lower() - - supported_patterns: Final = [ - # Opus 4.5 - "opus-4.5", - "opus_4.5", - "opus-4-5", - "opus_4_5", - # Sonnet 4.5 - "sonnet-4.5", - "sonnet_4.5", - "sonnet-4-5", - "sonnet_4_5", - # Opus 4.6 - "opus-4.6", - "opus_4.6", - "opus-4-6", - "opus_4_6", - # sonnet 4.6 - "sonnet-4.6", - "sonnet_4.6", - "sonnet-4-6", - "sonnet_4_6", - # Opus 4.7 - "opus-4.7", - "opus_4.7", - "opus-4-7", - "opus_4_7", - # Haiku 4.5 - "haiku-4.5", - "haiku_4.5", - "haiku-4-5", - "haiku_4_5", - ] - - return any(pattern in model_lower for pattern in supported_patterns) + return bedrock_supports_tool_search(model) def _get_tool_search_beta_header_for_bedrock( self, @@ -453,7 +416,8 @@ class AmazonAnthropicClaudeMessagesConfig( Bedrock requires a different beta header for tool search than the Anthropic API when tool search is used without programmatic tool calling or input examples: `tool-search-tool-2025-10-19`, and only on - the models listed in `_supports_tool_search_on_bedrock`. + the models the model map flags as `supports_tool_search` + (`_supports_tool_search_on_bedrock`). Ref: https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-search-tool diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index e87a3fec99b..49113c994e3 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -1810,6 +1810,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1847,6 +1848,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1884,6 +1886,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1921,6 +1924,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1957,6 +1961,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1993,6 +1998,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2029,6 +2035,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2067,6 +2074,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2105,6 +2113,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2143,6 +2152,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2180,6 +2190,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2217,6 +2228,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2287,6 +2299,7 @@ "cache_read_input_token_cost": 2e-07, "input_cost_per_token": 2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2325,6 +2338,7 @@ "cache_read_input_token_cost": 2e-07, "input_cost_per_token": 2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2363,6 +2377,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2401,6 +2416,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2438,6 +2454,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2475,6 +2492,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -46114,6 +46132,7 @@ "cache_read_input_token_cost": 2.4e-07, "input_cost_per_token": 2.4e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -46147,6 +46166,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -46179,6 +46199,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -59477,6 +59498,15 @@ "supports_mid_conversation_system": true } }, + { + "name": "claude-tool-search", + "pattern": "claude-[a-z]+-(?:4[-._](?:[5-9]|[1-9]\\d)(?!\\d)|[5-9](?!\\d)(?:[-._]\\d{1,2}(?!\\d))?)", + "fill_missing_for_providers": ["anthropic", "azure_ai", "bedrock", "bedrock_converse", "vertex_ai-anthropic_models"], + "description": "Claude at version 4.5 or higher, in any id shape that contains claude--: minors 4.5 through 4.99, any later major-minor, and bare 5+ majors so a new family like claude-fable-5 matches. Two-digit majors are deliberately not matched so ids like claude-opus-41 (4.1) are not read as major 41. Anthropic shipped the tool search tool (tool_search_tool_regex, tool_search_tool_bm25) with Opus 4.5, Sonnet 4.5 and Haiku 4.5, and every newer Claude keeps it, so the flag follows the version instead of a per-model list. The Bedrock InvokeModel transformations read this flag to send the tool-search-tool-2025-10-19 beta, so a new Claude gets the beta with no code change.", + "model_info": { + "supports_tool_search": true + } + }, { "name": "wandb-reasoning-baseline", "pattern": "^wandb/", @@ -63214,6 +63244,7 @@ "cache_read_input_token_cost": 2.4e-07, "input_cost_per_token": 2.4e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63246,6 +63277,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63277,6 +63309,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63417,6 +63450,7 @@ "cache_read_input_token_cost": 2.4e-07, "input_cost_per_token": 2.4e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63449,6 +63483,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63480,6 +63515,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index e87a3fec99b..49113c994e3 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -1810,6 +1810,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1847,6 +1848,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1884,6 +1886,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1921,6 +1924,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1957,6 +1961,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1993,6 +1998,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2029,6 +2035,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2067,6 +2074,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2105,6 +2113,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2143,6 +2152,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2180,6 +2190,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2217,6 +2228,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2287,6 +2299,7 @@ "cache_read_input_token_cost": 2e-07, "input_cost_per_token": 2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2325,6 +2338,7 @@ "cache_read_input_token_cost": 2e-07, "input_cost_per_token": 2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2363,6 +2377,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2401,6 +2416,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2438,6 +2454,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2475,6 +2492,7 @@ "cache_read_input_token_cost": 2.2e-07, "input_cost_per_token": 2.2e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -46114,6 +46132,7 @@ "cache_read_input_token_cost": 2.4e-07, "input_cost_per_token": 2.4e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -46147,6 +46166,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -46179,6 +46199,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -59477,6 +59498,15 @@ "supports_mid_conversation_system": true } }, + { + "name": "claude-tool-search", + "pattern": "claude-[a-z]+-(?:4[-._](?:[5-9]|[1-9]\\d)(?!\\d)|[5-9](?!\\d)(?:[-._]\\d{1,2}(?!\\d))?)", + "fill_missing_for_providers": ["anthropic", "azure_ai", "bedrock", "bedrock_converse", "vertex_ai-anthropic_models"], + "description": "Claude at version 4.5 or higher, in any id shape that contains claude--: minors 4.5 through 4.99, any later major-minor, and bare 5+ majors so a new family like claude-fable-5 matches. Two-digit majors are deliberately not matched so ids like claude-opus-41 (4.1) are not read as major 41. Anthropic shipped the tool search tool (tool_search_tool_regex, tool_search_tool_bm25) with Opus 4.5, Sonnet 4.5 and Haiku 4.5, and every newer Claude keeps it, so the flag follows the version instead of a per-model list. The Bedrock InvokeModel transformations read this flag to send the tool-search-tool-2025-10-19 beta, so a new Claude gets the beta with no code change.", + "model_info": { + "supports_tool_search": true + } + }, { "name": "wandb-reasoning-baseline", "pattern": "^wandb/", @@ -63214,6 +63244,7 @@ "cache_read_input_token_cost": 2.4e-07, "input_cost_per_token": 2.4e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63246,6 +63277,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63277,6 +63309,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63417,6 +63450,7 @@ "cache_read_input_token_cost": 2.4e-07, "input_cost_per_token": 2.4e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63449,6 +63483,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -63480,6 +63515,7 @@ "cache_read_input_token_cost": 6e-07, "input_cost_per_token": 6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, diff --git a/tests/test_litellm/conftest.py b/tests/test_litellm/conftest.py index a4f32df46ae..beca10d5555 100644 --- a/tests/test_litellm/conftest.py +++ b/tests/test_litellm/conftest.py @@ -206,6 +206,21 @@ def local_model_cost_map(monkeypatch): litellm.get_model_info.cache_clear() +@pytest.fixture +def local_beta_headers_config(monkeypatch): + """Pin the bundled ``anthropic_beta_headers_config.json`` so beta header assertions + do not depend on the network-fetched copy or on what earlier tests left cached.""" + from litellm.anthropic_beta_headers_manager import reload_beta_headers_config + + monkeypatch.setenv("LITELLM_LOCAL_ANTHROPIC_BETA_HEADERS", "True") + reload_beta_headers_config() + try: + yield + finally: + monkeypatch.delenv("LITELLM_LOCAL_ANTHROPIC_BETA_HEADERS", raising=False) + reload_beta_headers_config() + + def _run_coroutine_if_needed(result): if not asyncio.iscoroutine(result): return diff --git a/tests/test_litellm/litellm_core_utils/test_fallback_generalizations.py b/tests/test_litellm/litellm_core_utils/test_fallback_generalizations.py index 71e6e20b1a4..37a44867857 100644 --- a/tests/test_litellm/litellm_core_utils/test_fallback_generalizations.py +++ b/tests/test_litellm/litellm_core_utils/test_fallback_generalizations.py @@ -997,5 +997,45 @@ def test_shipped_claude_thinking_rules_backfill_only_anthropic(shipped_cost_map) assert match_fill_missing_generalizations("claude-sonnet-4-6", "anthropic") == { "supports_adaptive_thinking": True, "supports_legacy_thinking": True, + "supports_tool_search": True, } assert match_fill_missing_generalizations("claude-sonnet-4-6", "perplexity") is None + + +@pytest.mark.parametrize( + "model,provider,tool_search", + [ + ("us.anthropic.claude-opus-4-5", "bedrock", True), + ("claude-haiku-4-4", "anthropic", None), + ("claude-haiku-4-6", "anthropic", True), + ("claude-haiku-4-10", "anthropic", True), + ("claude-haiku-5-0", "anthropic", True), + ("claude-sonnet-5-1", "anthropic", True), + ("claude-newfam-6", "anthropic", True), + ("claude-haiku-4-20250514", "anthropic", None), + ], +) +def test_shipped_tool_search_rule_version_boundaries(shipped_cost_map, model, provider, tool_search): + """The claude-tool-search rule flags Claude 4.5 and newer in any family, bare major + or major-minor, and leaves 4.4 and date-suffixed 4.x ids without an opinion.""" + assert model not in litellm.model_cost + info = litellm.get_model_info(model, custom_llm_provider=provider) + assert info.get("supports_tool_search") is tool_search, model + + +def test_shipped_tool_search_rule_fills_mapped_claude_entries_without_flag(shipped_cost_map): + """A mapped Claude 4.5+ entry with no supports_tool_search key gets it from the rule + on the Claude providers, a mapped pre-4.5 entry stays without one, and a reseller + copy of the same model is not touched.""" + for key, model, provider in ( + ("claude-opus-4-7", "claude-opus-4-7", "anthropic"), + ("azure_ai/claude-opus-5", "claude-opus-5", "azure_ai"), + ): + assert "supports_tool_search" not in litellm.model_cost[key] + assert litellm.get_model_info(model, custom_llm_provider=provider)["supports_tool_search"] is True + + assert "supports_tool_search" not in litellm.model_cost["claude-opus-4-1"] + assert litellm.get_model_info("claude-opus-4-1", custom_llm_provider="anthropic").get("supports_tool_search") is None + + assert match_fill_missing_generalizations("claude-opus-5", "bedrock")["supports_tool_search"] is True + assert match_fill_missing_generalizations("claude-opus-5", "perplexity") is None diff --git a/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py index bcba4bf7711..ec0bf6b842a 100644 --- a/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py @@ -814,3 +814,48 @@ async def test_bedrock_invoke_claude_async_completion_inlines_document_url_sourc "type": "document", "source": {"type": "base64", "media_type": "application/pdf", "data": async_only_image_fetch.base64_png}, } in captured["body"]["messages"][0]["content"] + + +@pytest.mark.parametrize( + "model, expected_betas", + [ + pytest.param("us.anthropic.claude-opus-4-8", ["tool-search-tool-2025-10-19"], id="opus_4_8"), + pytest.param("us.anthropic.claude-opus-5", ["tool-search-tool-2025-10-19"], id="opus_5"), + pytest.param("us.anthropic.claude-sonnet-5", ["tool-search-tool-2025-10-19"], id="sonnet_5"), + pytest.param("us.anthropic.claude-haiku-4-5-20251001-v1:0", ["tool-search-tool-2025-10-19"], id="haiku_4_5"), + pytest.param("us.anthropic.claude-opus-4-1-20250805-v1:0", None, id="opus_4_1_unsupported"), + ], +) +def test_bedrock_chat_invoke_tool_search_beta_follows_model_map( + local_model_cost_map, local_beta_headers_config, model, expected_betas +): + """LIT-5851: the chat Invoke path used to add the ``tool-search-tool-2025-10-19`` + beta whenever the id contained ``opus-4``, so Opus 5 and Sonnet 5 lost it, Haiku + 4.5 never had it, and Opus 4.1 got it without support. The gate now follows the + model map's ``supports_tool_search`` flag, shared with the messages path.""" + result = AmazonAnthropicClaudeConfig().transform_request( + model=model, + messages=[{"role": "user", "content": "Add 2 and 3"}], + optional_params={ + "max_tokens": 64, + "tools": [ + {"type": "tool_search_tool_regex_20251119", "name": "tool_search_tool_regex"}, + { + "type": "function", + "function": { + "name": "add_numbers", + "description": "Add two integers", + "parameters": { + "type": "object", + "properties": {"a": {"type": "integer"}, "b": {"type": "integer"}}, + "required": ["a", "b"], + }, + }, + }, + ], + }, + litellm_params={}, + headers={}, + ) + + assert result.get("anthropic_beta") == expected_betas diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py index 09ebc1a3c95..c503bf66ced 100644 --- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py @@ -2650,17 +2650,6 @@ def test_bedrock_clear_thinking_leaves_enabled_thinking_on_non_adaptive_model(): assert "output_config" not in request -@pytest.fixture -def local_beta_headers_config(monkeypatch): - from litellm.anthropic_beta_headers_manager import reload_beta_headers_config - - monkeypatch.setenv("LITELLM_LOCAL_ANTHROPIC_BETA_HEADERS", "True") - reload_beta_headers_config() - yield - monkeypatch.delenv("LITELLM_LOCAL_ANTHROPIC_BETA_HEADERS", raising=False) - reload_beta_headers_config() - - def test_bedrock_messages_preserves_clear_tool_uses_context_management_and_adds_beta( local_beta_headers_config, ): @@ -2826,9 +2815,12 @@ def test_filter_and_transform_beta_headers_passes_context_management_for_bedrock "us.anthropic.claude-haiku-4-5-20251001-v1:0", "us.anthropic.claude-sonnet-4-5-20250929-v1:0", "us.anthropic.claude-opus-4-7", + "us.anthropic.claude-opus-4-8", + "us.anthropic.claude-opus-5", + "us.anthropic.claude-sonnet-5", ], ) -def test_bedrock_messages_tool_search_adds_beta_header(local_beta_headers_config, model): +def test_bedrock_messages_tool_search_adds_beta_header(local_model_cost_map, local_beta_headers_config, model): """ LIT-4522: Bedrock InvokeModel only admits ``tool_search_tool_*`` tool types when the request body carries the ``tool-search-tool-2025-10-19`` beta; @@ -2838,6 +2830,11 @@ def test_bedrock_messages_tool_search_adds_beta_header(local_beta_headers_config Opus 4.7, so the beta was silently dropped for those models and every tool-search request failed. Verified live 2026-08-11: Bedrock returns 200 with ``server_tool_use`` for all three models once the beta is sent. + + LIT-5851: the same allowlist then missed Opus 4.8, Opus 5 and Sonnet 5, so + the gate now reads the model map's ``supports_tool_search`` flag (explicit + on the Bedrock entries, and the ``claude-tool-search`` rule for Claude 4.5 + and newer) instead of a per-model name list. """ from litellm.types.router import GenericLiteLLMParams @@ -2871,10 +2868,10 @@ def test_bedrock_messages_tool_search_adds_beta_header(local_beta_headers_config def test_bedrock_messages_tool_search_model_map_flag_is_authoritative(local_model_cost_map, monkeypatch): - """``supports_tool_search`` lives in the model map; the name patterns in - ``_supports_tool_search_on_bedrock`` are only a fallback for ids the map - cannot resolve. Flipping the mapped entry's flag to ``False`` must win even - though the model name still matches the ``haiku-4-5`` pattern.""" + """``supports_tool_search`` lives in the model map; the ``claude-tool-search`` + rule only fills entries that carry no opinion. Flipping the mapped entry's + flag to ``False`` must win even though the id is a Claude 4.5 the rule + would flag.""" import litellm from litellm.llms.anthropic.common_utils import AnthropicModelInfo @@ -2893,19 +2890,43 @@ def test_bedrock_messages_tool_search_model_map_flag_is_authoritative(local_mode @pytest.mark.parametrize( "model, expected", [ - pytest.param("us.anthropic.claude-opus-4-6-v99:9", True, id="unmapped_id_falls_back_to_patterns"), - pytest.param("anthropic.claude-3-5-sonnet-20240620-v1:0", False, id="mapped_entry_without_flag_no_pattern"), + pytest.param("us.anthropic.claude-opus-4-6-v99:9", True, id="unmapped_4_6_variant"), + pytest.param("us.anthropic.claude-haiku-5-2", True, id="unmapped_future_minor"), + pytest.param( + "arn:aws:bedrock:us-east-1:123456789012:inference-profile/us.anthropic.claude-opus-5", + True, + id="inference_profile_arn", + ), + pytest.param("anthropic.claude-3-5-sonnet-20240620-v1:0", False, id="mapped_claude_3_5_without_flag"), + pytest.param("us.anthropic.claude-opus-4-1-20250805-v1:0", False, id="mapped_opus_4_1_without_flag"), + pytest.param("us.anthropic.claude-sonnet-4-20250514-v1:0", False, id="mapped_dated_sonnet_4_without_flag"), ], ) -def test_bedrock_messages_tool_search_pattern_fallback(local_model_cost_map, model, expected): - """Ids the model map cannot resolve (or resolves without a - ``supports_tool_search`` opinion) fall through to the name patterns, so - ARNs and unlisted regional variants of supported families keep working.""" +def test_bedrock_messages_tool_search_follows_claude_tool_search_rule(local_model_cost_map, model, expected): + """Ids the model map cannot resolve, or resolves without a ``supports_tool_search`` + opinion, take the ``claude-tool-search`` fallback rule: Claude 4.5 and newer get + the beta, ARNs and unlisted regional variants included, and older Claudes do not.""" cfg = AmazonAnthropicClaudeMessagesConfig() assert cfg._supports_tool_search_on_bedrock(model) is expected +def test_bedrock_messages_tool_search_rule_fills_mapped_entry_without_flag(local_model_cost_map, monkeypatch): + """LIT-5851: a Bedrock entry that is in the map but carries no ``supports_tool_search`` + key, the state Opus 4.8, Opus 5 and Sonnet 5 shipped in, is filled by the + ``claude-tool-search`` rule instead of resolving to ``None`` and losing the beta.""" + import litellm + + model = "us.anthropic.claude-opus-5" + cfg = AmazonAnthropicClaudeMessagesConfig() + + monkeypatch.delitem(litellm.model_cost[model], "supports_tool_search") + litellm.get_model_info.cache_clear() + + assert litellm.get_model_info(model, custom_llm_provider="bedrock")["supports_tool_search"] is True + assert cfg._supports_tool_search_on_bedrock(model) is True + + def test_bedrock_messages_thinking_shape_follows_exact_bedrock_entry_flag( local_model_cost_map, monkeypatch ):