feat: AgentCore tool search plugin for Strands Agents#494
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Description of changes:
This pull request introduces the AgentCore Tool Search Plugin for Strands Agents, enabling dynamic semantic tool discovery from AgentCore Gateway based on conversation intent.
AgentCore Tool Search Plugin:
AgentCoreToolSearchPluginthat hooks intobefore_invocationto derive user intent from conversation history, search the gateway viax_amz_bedrock_agentcore_search, and dynamically register matching tools into the agent. (src/bedrock_agentcore/gateway/integrations/strands/plugins/agentcore_tool_search/plugin.py)IntentProviderabstract interface for pluggable intent derivation strategies. (src/bedrock_agentcore/gateway/integrations/strands/plugins/agentcore_tool_search/intent_providers/intent_provider.py)DefaultIntentProviderwhich uses an LLM to classify the last N messages into a concise intent string, with support for explicit model override or automatic reuse of the agent's model. (src/bedrock_agentcore/gateway/integrations/strands/plugins/agentcore_tool_search/intent_providers/default_intent_provider.py)Documentation and Examples:
src/bedrock_agentcore/gateway/integrations/strands/plugins/agentcore_tool_search/README.md)Testing and Validation:
tests/bedrock_agentcore/gateway/integrations/strands/test_agentcore_tool_search_plugin.py,tests/bedrock_agentcore/gateway/integrations/strands/test_intent_providers.py)tests_integ/gateway/integrations/test_agentcore_tool_search_plugin.py,tests_integ/gateway/integrations/lambda_function/lambda_function.py)By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.