Bedrock AgentCore SDK v1.6.0

Installation

pip install bedrock-agentcore==1.6.0

What's Changed

See CHANGELOG.md for details.

What's Changed

• feat: add custom code-based evaluator decorator and typed models by @jariy17 in #383
• Release v1.6.0 by @github-actions[bot] in #385

Full Changelog: v1.5.1...v1.6.0

Bedrock AgentCore SDK v1.5.1

Installation

pip install bedrock-agentcore==1.5.1

What's Changed

See CHANGELOG.md for details.

What's Changed

• Revert "feat: Emit OTEL attributes for AgentCore Evaluation support" by @notgitika in #380
• Release v1.5.1 by @github-actions[bot] in #384

Full Changelog: v1.5.0...v1.5.1

Bedrock AgentCore SDK v1.5.0

Installation

pip install bedrock-agentcore==1.5.0

What's Changed

See CHANGELOG.md for details.

What's Changed

• feat: add support for policies and certificates by @rvkandury in #371
• Ci/dependabot auto merge by @sundargthb in #361
• ci: add backward compatibility integration test workflow by @sundargthb in #357
• Ci/breaking change detection by @sundargthb in #358
• feat: Add certificates to create_code_interpreter() by @sundargthb in #373
• feat: add ground truth support to EvaluationClient and OnDemandEvaluationDatasetRunner by @jariy17 in #376
• chore: Modify arn parsing in runtime client to allow for different partitions by @mahlera in #362
• Release v1.5.0 by @github-actions[bot] in #379

New Contributors

• @rvkandury made their first contribution in #371
• @mahlera made their first contribution in #362

Full Changelog: v1.4.8...v1.5.0

Bedrock AgentCore SDK v1.4.8

Installation

pip install bedrock-agentcore==1.4.8

What's Changed

See CHANGELOG.md for details.

What's Changed

• fix: Handle image-only messages in retrieve_customer_context by @grahamburgsma in #299
• ci(deps): bump actions/github-script from 7 to 8 by @dependabot[bot] in #359
• ci(deps): bump trufflesecurity/trufflehog from 3.93.8 to 3.94.0 by @dependabot[bot] in #360
• ci: migrate PyPI publishing to OIDC Trusted Publishing by @sundargthb in #363
• fix: lazy import strands-agents-evals to avoid ImportError when not installed by @jariy17 in #367
• feat: Emit OTEL attributes for AgentCore Evaluation support by @jesseturner21 in #368
• Release v1.4.8 by @github-actions[bot] in #369

New Contributors

• @grahamburgsma made their first contribution in #299
• @jesseturner21 made their first contribution in #368

Full Changelog: v1.4.7...v1.4.8

Bedrock AgentCore SDK v1.4.7

Installation

pip install bedrock-agentcore==1.4.7

What's Changed

See CHANGELOG.md for details.

What's Changed

• fix: use separate ports for runtime integ tests to avoid parallel conflicts by @Hweinstock in #332
• fix: add missing agentId metadata to batched agent state flush by @Hweinstock in #331
• feat: add data plane, extraction, and lifecycle integ tests to TestMemoryClient by @Hweinstock in #334
• feat: add ResourcePolicyClient for resource-based policy management by @Hweinstock in #328
• chore: remove manual_test_memory_client.py by @Hweinstock in #337
• ci(deps): bump trufflesecurity/trufflehog from 3.90.6 to 3.93.8 by @dependabot[bot] in #343
• ci(deps): bump slackapi/slack-github-action from 2.0.0 to 3.0.1 by @dependabot[bot] in #344
• chore(deps): bump pyjwt from 2.10.1 to 2.12.0 by @dependabot[bot] in #341
• feat(strands-memory): add event metadata support to AgentCoreMemorySessionManager by @tejaskash in #339
• feat: add A2A protocol support via serve_a2a by @tejaskash in #349
• feat: add missing data plane passthroughs and integration tests by @Hweinstock in #352
• fix: add retries for flaky integ tests that depend on LLM responses by @Hweinstock in #351
• ci(deps): bump aws-actions/configure-aws-credentials from 5 to 6 by @dependabot[bot] in #345
• Revise agent deployment instructions in README by @cagataycali in #130
• ci(deps): bump actions/checkout from 5 to 6 by @dependabot[bot] in #165
• chore(deps): bump pyasn1 from 0.6.2 to 0.6.3 by @dependabot[bot] in #353
• ci(deps): bump actions/github-script from 7 to 8 by @dependabot[bot] in #80
• feat: add AG-UI protocol support via serve_ag_ui and AGUIApp by @tejaskash in #350
• fix: normalize snake_case/camelCase in passthrough methods for consistent SDK API by @Hweinstock in #348
• Release v1.4.7 by @github-actions[bot] in #355

New Contributors

• @cagataycali made their first contribution in #130

Full Changelog: v1.4.6...v1.4.7

Bedrock AgentCore SDK v1.4.6

Installation

pip install bedrock-agentcore==1.4.6

What's Changed

See CHANGELOG.md for details.

What's Changed

• fix(memory): handle SELF_MANAGED override type in _wrap_configuration by @abhu85 in #290
• fix: return 400 for UnicodeDecodeError in invocation handler by @tejaskash in #313
• fix: use memoryStrategyId instead of strategyId in search_long_term_memories by @tejaskash in #314
• test(memory): add stream delivery integ tests, and TESTING.md by @Hweinstock in #317
• fix(memory): pass through unknown config keys in _wrap_configuration by @jariy17 in #322
• feat: add name parameter to browser_session() and SessionConfiguration by @kevin-orellana in #326
• feat: rewrite controlplane integration tests with pytest by @Hweinstock in #323
• chore: remove test_devex.py, update TESTING.md by @Hweinstock in #325
• fix: replace hardcoded sleeps with polling in session manager tests by @Hweinstock in #324
• feat(memory): add boto3_session parameter to MemoryClient by @jariy17 in #330
• Release v1.4.6 by @github-actions[bot] in #333

New Contributors

• @abhu85 made their first contribution in #290

Full Changelog: v1.4.5...v1.4.6

Bedrock AgentCore SDK v1.4.5

Installation

pip install bedrock-agentcore==1.4.5

What's Changed

See CHANGELOG.md for details.

What's Changed

• ci: parallelize integration tests into matrix jobs by @jariy17 in #269
• chore(deps): bump aiohttp from 3.13.2 to 3.13.3 by @dependabot[bot] in #232
• chore(deps): bump filelock from 3.18.0 to 3.20.3 by @dependabot[bot] in #231
• chore(deps): bump urllib3 from 2.5.0 to 2.6.3 by @dependabot[bot] in #230
• chore(deps): bump virtualenv from 20.31.2 to 20.36.1 by @dependabot[bot] in #229
• chore(deps): bump werkzeug from 3.1.3 to 3.1.5 by @dependabot[bot] in #228
• chore(deps): bump python-multipart from 0.0.20 to 0.0.22 by @dependabot[bot] in #224
• fix: apply ruff formatting to openai converter files by @tejaskash in #312
• Add daily Slack notification for open PRs by @jariy17 in #304
• ci(deps): bump actions/upload-artifact from 4 to 5 by @dependabot[bot] in #140
• ci(deps): bump actions/download-artifact from 5 to 6 by @dependabot[bot] in #139
• chore(deps): bump mcp from 1.12.2 to 1.23.0 by @dependabot[bot] in #310
• chore(deps): bump pillow from 11.3.0 to 12.1.1 by @dependabot[bot] in #309
• chore(deps): bump werkzeug from 3.1.5 to 3.1.6 by @dependabot[bot] in #308
• chore(deps): bump starlette from 0.47.1 to 0.49.1 by @dependabot[bot] in #307
• chore(deps): bump cryptography from 45.0.5 to 46.0.5 by @dependabot[bot] in #306
• chore(deps-dev): bump wheel from 0.45.1 to 0.46.2 by @dependabot[bot] in #221
• ci: temporarily disable memory integration tests by @jariy17 in #319
• chore: remove deprecated legacy-release workflow by @Hweinstock in #315
• fix(strands-memory): restore positional arg order in SessionManager init by @tejaskash in #318
• Release v1.4.5 by @github-actions[bot] in #321

New Contributors

• @tejaskash made their first contribution in #312

Full Changelog: v1.4.4...v1.4.5

Bedrock AgentCore SDK v1.4.4

Installation

pip install bedrock-agentcore==1.4.4

What's Changed

See CHANGELOG.md for details.

What's Changed

• fix: allow custom HTTP status codes from entrypoint handlers (#284) by @aidandaly24 in #296
• fix: Session Manager Batching improvements by @padmak30 in #298
• feat: add EvaluationClient with run() for on-demand session evaluation by @jariy17 in #300
• feat: split release workflow into prepare and publish by @Hweinstock in #301
• feat(memory): add streamDeliveryResources support to memory SDK by @Hweinstock in #302
• Release v1.4.3 by @github-actions[bot] in #297
• feat(strands-memory): add converter injection and optional restored-tool filtering by @dharamendrak in #288
• Release v1.4.4 by @github-actions[bot] in #305

New Contributors

• @Hweinstock made their first contribution in #301
• @dharamendrak made their first contribution in #288

Full Changelog: v1.4.3...v1.4.4

Bedrock AgentCore SDK v1.4.3

Installation

pip install bedrock-agentcore==1.4.3

What's Changed

See CHANGELOG.md for details.

What's Changed

• Release v1.4.2 by @github-actions[bot] in #294
• feat: add buffering for agent state events by @padmak30 in #295

Full Changelog: v1.4.2...v1.4.3

Bedrock AgentCore SDK v1.4.2

Installation

pip install bedrock-agentcore==1.4.2

What's Changed

See CHANGELOG.md for details.

What's Changed

• Release v1.4.1 by @github-actions[bot] in #287
• fix: AgentCoreMemorySessionManager - Cache agent timestamps to eliminate redundant list_events calls by @padmak30 in #289
• feat: Add automatic flush for batched messages, on AfterInvocationEvent hook and interval-based periodical flush by @padmak30 in #291
• fix: fix npe in memory session manager when messages have no text content by @padmak30 in #293

Full Changelog: v1.4.1...v1.4.2