PyPI · #1691 most downloaded on PyPI

bedrock-agentcore

1.24.05.3M downloads/moaws/bedrock-agentcore-sdk-python ↗New releases in your daily digest, changelog included.

An SDK for using Bedrock AgentCore

Last release 6 days ago
28 Sep 2026
Ships fairly regularly
a new release about every 2 weeks
Nearly every release is documented
notes for 60 of the last 60 stable releases
2 versions withdrawn
withdrawn after publishing
1 years old
67 releases · first in 2025

Release timeline

67 releases since 2025

20252026

One column per month.

Releases

1.24.028 Sept 2026
pip install bedrock-agentcore==1.24.0
Installation

pip install bedrock-agentcore==1.24.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat(payments): attribute SDK usage via user-agent integration source by @rajuans in #669

fix(evaluation): expose shared span helpers and evaluator level lookup by @jariy17 in #674

fix(clients): expose WaitConfig and accept region_name aliases by @jariy17 in #675

fix(ci): stop flaky sleep test and compat evaluation errors by @jariy17 in #677

fix: handle empty payload gracefully by @nborges-aws in #683

feat(endpoints): support AWS China (aws-cn) partition by @JasonZhang1993 in #684

Release v1.24.0 by @agentcore-devx-automation[bot] in #685

New Contributors

@JasonZhang1993 made their first contribution in #684

Full Changelog: v1.23.1...v1.24.0

1.23.011 Sept 2026

pip install bedrock-agentcore==1.23.0

Installation

pip install bedrock-agentcore==1.23.0

What's Changed

See CHANGELOG.md for details.

What's Changed

ci: use dedicated release runners by @aidandaly24 in #645
feat: add RAGAS adapter for third-party eval metrics by @brandonaxu in #618
fix(runtime): update shell session wire protocol by @priyasingh2111 in #642
feat(gateway): add create_web_search_target() helper by @sundargthb in #656
feat(tools): add WebSearchClient for invoking Amazon Web Search by @sundargthb in #658
ci: bump agentcore-devx-devtools reusable workflow pin by @jariy17 in #660
Release v1.23.0 by @agentcore-devx-automation[bot] in #662

New Contributors

@brandonaxu made their first contribution in #618
@priyasingh2111 made their first contribution in #642

Full Changelog: v1.22.0...v1.23.0

Open source →

Additional notes

Added

feat: add RAGAS adapter for third-party eval metrics (#618) (d53af20)

Other Changes

Bump agentcore-devx-devtools reusable workflow pin (#660) (3c9f15e)
feat(tools): add WebSearchClient for invoking Amazon Web Search (#658) (cf71b14)
feat(gateway): add create_web_search_target() helper (#656) (7f75652)
fix(runtime): update shell session wire protocol (#642) (826416a)
ci: use dedicated release runners (#645) (ddfab76)

Open source →

1.21.06 Aug 2026

pip install bedrock-agentcore==1.21.0

Installation

pip install bedrock-agentcore==1.21.0

What's Changed

See CHANGELOG.md for details.

What's Changed

propagate X-Amz-Bedrock-AgentCore-Identity-WAT on outbound calls by @Sudip2403 in #607
feat(memory): add AgentCoreMemoryStore Strands integration by @strandly-the-agent in #588
Release v1.21.0 by @agentcore-devx-automation[bot] in #623

New Contributors

@Sudip2403 made their first contribution in #607
@strandly-the-agent made their first contribution in #588

Full Changelog: v1.20.0...v1.21.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.21.0

What's Changed

See CHANGELOG.md for details.

What's Changed

propagate X-Amz-Bedrock-AgentCore-Identity-WAT on outbound calls by @Sudip2403 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/607
feat(memory): add AgentCoreMemoryStore Strands integration by @strandly-the-agent in https://github.com/aws/bedrock-agentcore-sdk-python/pull/588
Release v1.21.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/623

New Contributors

@Sudip2403 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/607
@strandly-the-agent made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/588

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.20.0...v1.21.0

Open source →

Additional notes

Other Changes

feat(memory): add AgentCoreMemoryStore Strands integration (#588) (439d788)
feat(runtime): propagate X-Amz-Bedrock-AgentCore-Identity-WAT on outbound calls (#607) (01d3800)

Open source →

1.20.04 Aug 2026

pip install bedrock-agentcore==1.20.0

Installation

pip install bedrock-agentcore==1.20.0

What's Changed

See CHANGELOG.md for details.

What's Changed

ci: wire shared composite actions by @JunyangHe in #601
feat: third-party eval metrics adapter (DeepEval + Autoevals) with strands-evals mappers by @stone-coding in #568
fix(ci): add pinned deepeval and autoevals to dev group by @jariy17 in #609
ci: install deepeval and autoevals for evaluation integ tests by @jariy17 in #608
fix(test): repair four unit tests drifting behind source and upstream APIs by @jariy17 in #610
Validate agent input in sample agents and runtime docs by @jariy17 in #612
fix(test): repair eval adapter integ fixture and wire LLM judge key by @jariy17 in #614
fix(a2a): bind the A2A contract port, ignore generic PORT by @jariy17 in #615
fix(test): pin autoevals judge to the OpenAI API by @jariy17 in #617
Release v1.20.0 by @agentcore-devx-automation[bot] in #619

New Contributors

@stone-coding made their first contribution in #568

Full Changelog: v1.19.0...v1.20.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.20.0

What's Changed

See CHANGELOG.md for details.

What's Changed

ci: wire shared composite actions by @JunyangHe in https://github.com/aws/bedrock-agentcore-sdk-python/pull/601
feat: third-party eval metrics adapter (DeepEval + Autoevals) with strands-evals mappers by @stone-coding in https://github.com/aws/bedrock-agentcore-sdk-python/pull/568
fix(ci): add pinned deepeval and autoevals to dev group by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/609
ci: install deepeval and autoevals for evaluation integ tests by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/608
fix(test): repair four unit tests drifting behind source and upstream APIs by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/610
Validate agent input in sample agents and runtime docs by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/612
fix(test): repair eval adapter integ fixture and wire LLM judge key by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/614
fix(a2a): bind the A2A contract port, ignore generic PORT by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/615
fix(test): pin autoevals judge to the OpenAI API by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/617
Release v1.20.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/619

New Contributors

@stone-coding made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/568

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.19.0...v1.20.0

Open source →

Additional notes

Added

feat: third-party eval metrics adapter (DeepEval + Autoevals) with strands-evals mappers (#568) (9b7d38e)

Fixed

fix: validate sample agent inputs (#612) (528471e)

Other Changes

fix(test): pin autoevals judge to the OpenAI API (#617) (703ccfd)
fix(a2a): bind the A2A contract port, ignore generic PORT (#615) (207adb7)
fix(test): repair eval adapter integ fixture and wire LLM judge key (#614) (9d8cc26)
fix(test): repair four unit tests drifting behind source and upstream APIs (#610) (53b0b48)
ci: install deepeval and autoevals for evaluation integ tests (#608) (5d23292)
fix(ci): add pinned deepeval and autoevals to dev group (#609) (70165d9)
ci: wire shared composite actions (#601) (a3382a4)

Open source →

1.19.028 Jul 2026

pip install bedrock-agentcore==1.19.0

Installation

pip install bedrock-agentcore==1.19.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Add LLM issue auto-triage: type and high-severity labelers by @jesseturner21 in #584
fix: convert RST admonition to ADOC by @nborges-aws in #594
feat(a2a): migrate runtime integration to a2a-sdk v1 by @notgitika in #591
fix(a2a): honor PORT when serving locally by @notgitika in #593
fix(ci): pin Twine to 6.2.0 by @JunyangHe in #600
ci: migrate workflows to shared reusable workflows by @JunyangHe in #597
fix: preserve generated API reference content by @notgitika in #595
fix(memory-integ): address capacity cap and update failures in tests by @Hweinstock in #604
fix(a2a): advertise resolved port on explicit cards by @notgitika in #605
Release v1.19.0 by @agentcore-devx-automation[bot] in #606

Full Changelog: v1.18.1...v1.19.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.19.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Add LLM issue auto-triage: type and high-severity labelers by @jesseturner21 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/584
fix: convert RST admonition to ADOC by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/594
feat(a2a): migrate runtime integration to a2a-sdk v1 by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/591
fix(a2a): honor PORT when serving locally by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/593
fix(ci): pin Twine to 6.2.0 by @JunyangHe in https://github.com/aws/bedrock-agentcore-sdk-python/pull/600
ci: migrate workflows to shared reusable workflows by @JunyangHe in https://github.com/aws/bedrock-agentcore-sdk-python/pull/597
fix: preserve generated API reference content by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/595
fix(memory-integ): address capacity cap and update failures in tests by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/604
fix(a2a): advertise resolved port on explicit cards by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/605
Release v1.19.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/606

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.18.1...v1.19.0

Open source →

Additional notes

Fixed

fix: preserve generated API reference content (#595) (4a7a8c4)
fix: convert RST admonition to ADOC (#594) (641000d)

Other Changes

fix(a2a): advertise resolved port on explicit cards (#605) (34e06f0)
fix(memory-integ): address capacity cap and update failures in tests (#604) (59cbff3)
ci: migrate workflows to shared reusable workflows (#597) (f1a7106)
fix(ci): pin Twine to 6.2.0 (#600) (c707388)
fix(a2a): honor PORT when serving locally (#593) (331f441)
feat(a2a): migrate runtime integration to a2a-sdk v1 (#591) (16f732f)
Add LLM issue auto-triage: type and high-severity labelers (#584) (3000d50)

Open source →

1.18.117 Jul 2026

pip install bedrock-agentcore==1.18.1

Installation

pip install bedrock-agentcore==1.18.1

What's Changed

See CHANGELOG.md for details.

What's Changed

chore(deps): bump starlette from 0.49.1 to 1.3.1 by @dependabot[bot] in #530
chore(deps): bump pyjwt from 2.12.0 to 2.13.0 by @dependabot[bot] in #525
chore(deps): bump cryptography from 46.0.7 to 48.0.1 by @dependabot[bot] in #531
chore(deps): bump soupsieve from 2.8 to 2.8.4 by @dependabot[bot] in #575
chore(deps): bump python-multipart from 0.0.27 to 0.0.31 by @dependabot[bot] in #527
fix: tighten package specifier validation in install_packages() by @notgitika in #581
Release v1.18.1 by @agentcore-devx-automation[bot] in #582

Full Changelog: v1.18.0...v1.18.1

Open source →

Additional notes

Fixed

fix: tighten package specifier validation in install_packages() (#581) (3c4b4ee)

Other Changes

chore(deps): bump python-multipart from 0.0.27 to 0.0.31 (#527) (986801f)
chore(deps): bump soupsieve from 2.8 to 2.8.4 (#575) (1a79821)
chore(deps): bump cryptography from 46.0.7 to 48.0.1 (#531) (3a4361e)
chore(deps): bump pyjwt from 2.12.0 to 2.13.0 (#525) (8e1abcf)
chore(deps): bump starlette from 0.49.1 to 1.3.1 (#530) (738eb0f)

Open source →

1.18.010 Jul 2026

pip install bedrock-agentcore==1.18.0

Installation

pip install bedrock-agentcore==1.18.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat(payments): Add LangGraph integration for payment handling by @ragsu43 in #546
fix(payments): address langgraph middleware review follow-ups by @aidandaly24 in #570
ci: add API reference docs generation workflow by @notgitika in #569
fix: order AgentCore Memory events at millisecond resolution by @jariy17 in #572
fix: floor AgentCore Memory event timestamps to milliseconds by @jariy17 in #573
Release v1.18.0 by @agentcore-devx-automation[bot] in #574

New Contributors

@ragsu43 made their first contribution in #546

Full Changelog: v1.17.0...v1.18.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.18.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat(payments): Add LangGraph integration for payment handling by @ragsu43 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/546
fix(payments): address langgraph middleware review follow-ups by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/570
ci: add API reference docs generation workflow by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/569
fix: order AgentCore Memory events at millisecond resolution by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/572
fix: floor AgentCore Memory event timestamps to milliseconds by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/573
Release v1.18.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/574

New Contributors

@ragsu43 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/546

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.17.0...v1.18.0

Open source →

Additional notes

Fixed

fix: floor monotonic timestamps to milliseconds before comparison (#573) (f855616)
fix: order AgentCore Memory events at millisecond resolution (#572) (a271ab4)

Other Changes

ci: add API reference docs generation workflow (#569) (168f4be)
fix(payments): address langgraph middleware review follow-ups (#570) (46a0bea)
feat(payments): Add LangGraph integration for payment handling (#546) (0a8a486)

Open source →

1.17.02 Jul 2026

pip install bedrock-agentcore==1.17.0

Installation

pip install bedrock-agentcore==1.17.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Create poc-caller.yml by @JunyangHe in #561
Revert "Create poc-caller.yml" by @JunyangHe in #562
fix(runtime): prevent streaming-bridge deadlock on client disconnect (#482) by @tejaskash in #563
Release v1.17.0 by @agentcore-devx-automation[bot] in #565

New Contributors

@JunyangHe made their first contribution in #561

Full Changelog: v1.16.0...v1.17.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.17.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Create poc-caller.yml by @JunyangHe in https://github.com/aws/bedrock-agentcore-sdk-python/pull/561
Revert "Create poc-caller.yml" by @JunyangHe in https://github.com/aws/bedrock-agentcore-sdk-python/pull/562
fix(runtime): prevent streaming-bridge deadlock on client disconnect (#482) by @tejaskash in https://github.com/aws/bedrock-agentcore-sdk-python/pull/563
Release v1.17.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/565

New Contributors

@JunyangHe made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/561

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.16.0...v1.17.0

Open source →

Additional notes

Other Changes

fix(runtime): prevent streaming-bridge deadlock on client disconnect (#482) (#563) (2bfabb3)
Revert "Create poc-caller.yml (#561)" (#562) (8bbfe18)
Create poc-caller.yml (#561) (df244a2)

Open source →

1.16.030 Jun 2026

pip install bedrock-agentcore==1.16.0

Installation

pip install bedrock-agentcore==1.16.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat: add extraction_mode parameter to MemoryClient.create_event by @gel-work in #550
fix(ci): prevent script injection in GitHub Actions workflows by @aidandaly24 in #559
Release v1.16.0 by @agentcore-devx-automation[bot] in #560

New Contributors

@gel-work made their first contribution in #550

Full Changelog: v1.15.1...v1.16.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.16.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat: add extraction_mode parameter to MemoryClient.create_event by @gel-work in https://github.com/aws/bedrock-agentcore-sdk-python/pull/550
fix(ci): prevent script injection in GitHub Actions workflows by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/559
Release v1.16.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/560

New Contributors

@gel-work made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/550

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.15.1...v1.16.0

Open source →

Additional notes

Other Changes

fix(ci): prevent script injection in GitHub Actions workflows (#559) (c771470)
Add extraction_mode parameter to MemoryClient.create_event (#550) (22fc032)

Open source →

1.15.125 Jun 2026

`bash pip install bedrock-agentcore==1.15.1 `

Installation

pip install bedrock-agentcore==1.15.1

What's Changed

See CHANGELOG.md for details.

What's Changed

fix(ci): make security review robust to shallow-clone restoration by @tejaskash in https://github.com/aws/bedrock-agentcore-sdk-python/pull/524
fix(runtime): drop time_of_last_update from A2A and AG-UI ping responses by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/542
feat(evaluation): expose evaluationReferenceInputs on EvaluatorInput by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/540
feat(evaluation): add KMS, tags, online data source, and updated_at to batch eval by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/533
fix(memory): guard retrieve_customer_context against empty message content by @dtaniwaki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/544
fix: remove invalid CLI entrypoint from pyproject.toml by @citizen204 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/521
fix: use correct 'score' field for memory relevance filtering by @jesseturner21 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/480
fix(evaluation): make EvaluatorOutput.label optional for error responses by @citizen204 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/545
Release v1.15.1 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/549

New Contributors

@dtaniwaki made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/544
@citizen204 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/521

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.15.0...v1.15.1

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.15.1

What's Changed

See CHANGELOG.md for details.

What's Changed

fix(ci): make security review robust to shallow-clone restoration by @tejaskash in #524
fix(runtime): drop time_of_last_update from A2A and AG-UI ping responses by @aidandaly24 in #542
feat(evaluation): expose evaluationReferenceInputs on EvaluatorInput by @jariy17 in #540
feat(evaluation): add KMS, tags, online data source, and updated_at to batch eval by @jariy17 in #533
fix(memory): guard retrieve_customer_context against empty message content by @dtaniwaki in #544
fix: remove invalid CLI entrypoint from pyproject.toml by @citizen204 in #521
fix: use correct 'score' field for memory relevance filtering by @jesseturner21 in #480
fix(evaluation): make EvaluatorOutput.label optional for error responses by @citizen204 in #545
Release v1.15.1 by @agentcore-devx-automation[bot] in #549

New Contributors

@dtaniwaki made their first contribution in #544
@citizen204 made their first contribution in #521

Full Changelog: v1.15.0...v1.15.1

Open source →

Additional notes

Added

feat(evaluation): add KMS, tags, online data source, and updated_at to batch eval (#533) (de79b6b)
feat(evaluation): expose evaluationReferenceInputs on EvaluatorInput (#540) (ff55a2a)

Fixed

fix: use correct 'score' field for memory relevance filtering (#480) (eaaf451)
fix: remove invalid CLI entrypoint from pyproject.toml (#521) (e937f9a)
fix(evaluation): make EvaluatorOutput.label optional for error responses (#545) (1eabc67)
fix(memory): guard retrieve_customer_context against empty message content (#544) (56b215d)
fix(runtime): drop time_of_last_update from A2A and AG-UI ping responses (#542) (44b1a92)
fix(ci): make security review robust to shallow-clone restoration (#524) (fefb240)

Open source →

1.15.017 Jun 2026

`bash pip install bedrock-agentcore==1.15.0 `

Installation

pip install bedrock-agentcore==1.15.0

What's Changed

See CHANGELOG.md for details.

What's Changed

ci: add Claude Code /security-review workflow on PRs by @tejaskash in https://github.com/aws/bedrock-agentcore-sdk-python/pull/516
fix(test): update tests to be consistent with new model by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/534
ci(gateway): pass KB_ROLE_ARN secret to integration tests by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/535
release: ny summit by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/532
test(integ): fix flaky gateway KB-target & memory list tests + orphan cleanup scripts by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/536
Release v1.15.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/538

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.14.1...v1.15.0

Open source →

Additional notes

Installation

pip install bedrock-agentcore==1.15.0

What's Changed

See CHANGELOG.md for details.

What's Changed

ci: add Claude Code /security-review workflow on PRs by @tejaskash in #516
fix(test): update tests to be consistent with new model by @Hweinstock in #534
ci(gateway): pass KB_ROLE_ARN secret to integration tests by @jariy17 in #535
release: ny summit by @Hweinstock in #532
test(integ): fix flaky gateway KB-target & memory list tests + orphan cleanup scripts by @jariy17 in #536
Release v1.15.0 by @agentcore-devx-automation[bot] in #538

Full Changelog: v1.14.1...v1.15.0

Open source →

Additional notes

Other Changes

test(integ): fix flaky gateway KB-target & memory list tests + orphan cleanup scripts (#536) (6fc08ed)
release: nys summit (#532) (a76cce8)
ci(gateway): pass KB_ROLE_ARN secret to integration tests (#535) (0cc1e21)
fix(test): update tests to be consistent with new model (#534) (82a2305)
ci: add Claude Code /security-review workflow on PRs (#516) (2550d55)

Open source →

1.14.111 Jun 2026

`bash pip install bedrock-agentcore==1.14.1 `

Installation

pip install bedrock-agentcore==1.14.1

What's Changed

See CHANGELOG.md for details.

What's Changed

fix(a2a): cap a2a-sdk below 1.0 to restore A2A server startup by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/510
fix: declare requests as optional 'datasets' extra by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/508
fix(payments): correct "extension" typo to "extensions" in x402 v2 he… by @rajuans in https://github.com/aws/bedrock-agentcore-sdk-python/pull/513
Release v1.14.1 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/515

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.14.0...v1.14.1

Open source →

Additional notes

Fixed

fix: declare requests as optional 'datasets' extra (#508) (2359137)

Other Changes

fix(payments): correct "extension" typo to "extensions" in x402 v2 he… (#513) (5f9031d)
fix(a2a): cap a2a-sdk below 1.0 to restore A2A server startup (#510) (12f0f8b)

Open source →

1.14.05 Jun 2026

`bash pip install bedrock-agentcore==1.14.0 `

Installation

pip install bedrock-agentcore==1.14.0

What's Changed

See CHANGELOG.md for details.

What's Changed

test(payments): re-enable bearer token integ tests (AgentCredentialProviderService fixed) by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/502
feat(runtime): add interactive runtime shell support by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/505
Release v1.14.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/506

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.13.0...v1.14.0

Open source →

Additional notes

Other Changes

feat(runtime): add interactive runtime shell support (#505) (cf19e57)
Revert "ci: skip bearer token integ tests pending AgentCredentialProviderService fix (#499)" (#502) (69954eb)

Open source →

1.13.02 Jun 2026

`bash pip install bedrock-agentcore==1.13.0 `

Installation

pip install bedrock-agentcore==1.13.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat: AgentCore tool search plugin for Strands Agents by @senthilkumarmohan in https://github.com/aws/bedrock-agentcore-sdk-python/pull/494
ci: skip bearer token integ tests pending AgentCredentialProviderService fix by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/499
feat(workflows): add closed-PR comment redirect by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/489
Release v1.13.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/501

New Contributors

@senthilkumarmohan made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/494

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.12.0...v1.13.0

Open source →

Additional notes

Added

feat: AgentCore tool search plugin for Strands Agents (#494) (1cdc356)

Other Changes

feat(workflows): add closed-PR comment redirect (#489) (cc10c12)
ci: skip bearer token integ tests pending AgentCredentialProviderService fix (#499) (8786b18)

Open source →

1.12.028 May 2026

`bash pip install bedrock-agentcore==1.12.0 `

Installation

pip install bedrock-agentcore==1.12.0

What's Changed

See CHANGELOG.md for details.

What's Changed

feat: add async support to MemorySessionManager by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/478
add metadata support for LTM by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/481
fix: out-of-scope variable in catch block by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/497
Release v1.12.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/498

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.11.0...v1.12.0

Open source →

Additional notes

Added

feat: add async support to MemorySessionManager (#478) (76edb16)

Fixed

fix: out-of-scope variable in catch block (#497) (4054115)

Other Changes

add metadata support for LTM (#481) (80c4b11)

Open source →

1.11.022 May 2026

`bash pip install bedrock-agentcore==1.11.0 `

Installation

pip install bedrock-agentcore==1.11.0

What's Changed

See CHANGELOG.md for details.

What's Changed

test: add OTEL span content leakage integration tests by @jesseturner21 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/485
fix: stop retrying after successful payment signing is rejected by merchant by @rajuans in https://github.com/aws/bedrock-agentcore-sdk-python/pull/492
feat(evaluation): add DatasetClient and dataset management service provider by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/491
fix(payments): drop unsupported paymentConnectorId + add http_request plugin tool + EIP-3009 timing fix by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/493
Release v1.11.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/495

New Contributors

@rajuans made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/492

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.10.0...v1.11.0

Open source →

Additional notes

Fixed

fix: stop retrying after successful payment signing is rejected by merchant (#492) (0b2b34f)

Other Changes

fix(payments): drop unsupported paymentConnectorId + add http_request plugin tool + EIP-3009 timing fix (#493) (d5428b2)
feat(evaluation): add DatasetClient and dataset management service provider (#491) (29287c2)
test: add OTEL span content leakage integration tests (#485) (c311682)

Open source →

1.10.019 May 2026

`bash pip install bedrock-agentcore==1.10.0 `

Installation

pip install bedrock-agentcore==1.10.0

What's Changed

See CHANGELOG.md for details.

What's Changed

chore: replace all github.token/GITHUB_TOKEN with GitHub App token by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/475
feat: expand custom request header forwarding to match runtime allowlist by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/483
Release v1.10.0 by @agentcore-devx-automation[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/486

New Contributors

@agentcore-devx-automation[bot] made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/486

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.9.1...v1.10.0

Open source →

Additional notes

Added

feat: expandi custom request header forwarding to match runtime allowlist (#483) (5fde434)

Other Changes

chore: replace all github.token/GITHUB_TOKEN with GitHub App token (#475) (b64a0d9)

Open source →

1.9.112 May 2026

`bash pip install bedrock-agentcore==1.9.1 `

Installation

pip install bedrock-agentcore==1.9.1

What's Changed

See CHANGELOG.md for details.

What's Changed

docs: add AGENTS.md and testing anti-patterns section by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/465
fix: remove double-base64 encoding in upload_file/download_file by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/464
fix: update Discord invite link to strands community by @jesseturner21 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/470
fix(runtime): distinguish request parse errors from handler JSON errors by @jesseturner21 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/472
fix: allow bound methods in entrypoint() registration by @jesseturner21 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/474
fix: skip browser proxy tests by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/476
chore: update CP APIs to support namespace re-design by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/450
Update DP APIs to support namespace re-design by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/449
Release v1.9.1 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/477

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.9.0...v1.9.1

Open source →

Additional notes

Fixed

fix: skip browser proxy tests (#476) (3cbcf22)
fix: allow bound methods in entrypoint() registration (#474) (932db42)
fix: update Discord invite link to strands community (#470) (eddc27c)
fix: remove double-base64 encoding in upload_file/download_file (#458) (#464) (9831602)

Documentation

docs: add AGENTS.md and testing anti-patterns section (#465) (8695aa9)

Other Changes

Update DP APIs to support namespace re-design (#449) (691a1fb)
chore: update CP APIs to support namespace re-design (#450) (23fd7dc)
fix(runtime): distinguish request parse errors from handler JSON errors (#472) (2e8a50a)

Open source →

1.9.07 May 2026

`bash pip install bedrock-agentcore==1.9.0 `

Installation

pip install bedrock-agentcore==1.9.0

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: preserve multi-turn history in Strands ConversationTurn by @tejaskash in https://github.com/aws/bedrock-agentcore-sdk-python/pull/454
feat(payments): add AgentCore Payments module by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/457
ci: add payments group to integration test matrix by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/460
fix(payments): use RUNTIME_ROLE_ARN for CP integ tests by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/461
fix(payments): skip connector integ tests requiring CDP credentials by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/462
Release v1.9.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/463

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.8.0...v1.9.0

Open source →

Additional notes

Added

feat(payments): add AgentCore Payments module (#457) (a4d73c7)

Fixed

fix: preserve multi-turn history in Strands ConversationTurn (#454) (10da345)

Other Changes

fix(payments): use RUNTIME_ROLE_ARN for CP integ tests (#461) (65df922)
ci: add payments group to integration test matrix (#460) (2be8a6a)

Open source →

1.8.030 Apr 2026

`bash pip install bedrock-agentcore==1.8.0 `

Installation

pip install bedrock-agentcore==1.8.0

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: increase memory regression test timeout to 15 minutes by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/442
docs: update README links and remove Starter Toolkit references by @tejaskash in https://github.com/aws/bedrock-agentcore-sdk-python/pull/444
Feat: Evaluation preview features - Batch evaluation and config bundles by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/446
feat: support on-behalf-of token exchange and additional parameters by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/447
Release v1.8.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/448

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.7.0...v1.8.0

Open source →

Additional notes

Added

feat: support on-behalf-of token exchange and additional parameters (#447) (995536b)

Fixed

fix: increase memory regression test timeout to 15 minutes (#442) (0c9ce37)

Documentation

docs: update README links and remove Starter Toolkit references (#444) (c2805d3)

Other Changes

Feat: Evaluation preview features - Batch evaluation and config bundles (#446) (719907b)

Open source →

1.7.028 Apr 2026

`bash pip install bedrock-agentcore==1.7.0 `

Installation

pip install bedrock-agentcore==1.7.0

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: reduce flakiness in retrieval config integration test by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/437
fix: add pytest-rerunfailures to integ test config by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/435
feat: add policy client and tests by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/427
feat: add gateway client and tests by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/428
feat: add evaluations client passthrough and tests by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/430
feat: update runtime client with passthrough by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/434
feat: add identity client passthrough and tests by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/429
chore: test matrix for primitive clients and expose GH secrets to test env by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/439
fix: add newly required param protocolType to test input by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/440
Release v1.7.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/441

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.6.4...v1.7.0

Open source →

Additional notes

Added

feat: add identity client passthrough and tests (#429) (cc12fdd)
feat: update runtime client with passthrough (#434) (86c621a)
feat: add evaluations client passthrough and tests (#430) (b0d9d52)
feat: add gateway client and tests (#428) (61677ba)
feat: add policy client and tests (#427) (89fa76e)

Fixed

fix: add newly required param protocolType to test input (#440) (d116646)
fix: add pytest-rerunfailures to integ test config (#435) (c8810f9)
fix: reduce flakiness in retrieval config integration test (#432) (#437) (5dfce96)

Other Changes

chore: add CI/CD test matrix for new primitive clients and expose GH secrets to test env (#439) (eefea80)

Open source →

1.6.423 Apr 2026

`bash pip install bedrock-agentcore==1.6.4 `

Installation

pip install bedrock-agentcore==1.6.4

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: implement update_message() for guardrail redaction support by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/388
fix(converters): prepend reasoningContent blocks in _openai_to_bedrock() by @cagataycali in https://github.com/aws/bedrock-agentcore-sdk-python/pull/419
fix: use correct 'score' field for relevance filtering in retrieve_customer_context by @biascia in https://github.com/aws/bedrock-agentcore-sdk-python/pull/415
feat: add utility methods for primitive clients by @nborges-aws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/424
Release v1.6.4 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/431

New Contributors

@biascia made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/415
@nborges-aws made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/424

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.6.3...v1.6.4

Open source →

Additional notes

Added

feat: add utility methods for primitive clients (#424) (d3537c6)

Fixed

fix: use correct score field for relevance filtering in retrieve_customer_context (#415) (e632e9d)
fix: implement update_message() for guardrail redaction support (#388) (9ba4512)

Other Changes

fix(converters): prepend reasoningContent blocks in _openai_to_bedrock() (#419) (667ef55)

Open source →

1.6.213 Apr 2026

`bash pip install bedrock-agentcore==1.6.2 `

Installation

pip install bedrock-agentcore==1.6.2

What's Changed

See CHANGELOG.md for details.

What's Changed

fix(ci): increase memory integration test timeout to 15 minutes by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/401
fix: make agentcore-worker-loop compatible with OTEL threading instrumentation by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/405
Release v1.6.2 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/411

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.6.1...v1.6.2

Open source →

Additional notes

Fixed

fix: make agentcore-worker-loop compatible with OTEL threading instrumentation (#405) (1235897)

Other Changes

fix(ci): increase memory integration test timeout to 15 minutes (#401) (180a7c5)

Open source →

1.6.110 Apr 2026

`bash pip install bedrock-agentcore==1.6.1 `

Installation

pip install bedrock-agentcore==1.6.1

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: pin griffe version and fix ExplanationStyle attribute error by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/381
fix: skip integration tests for Dependabot and remove missing label by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/382
feat: add read_only flag to AgentCoreMemorySessionManager to disable ACM persistence by @mohanasudhan in https://github.com/aws/bedrock-agentcore-sdk-python/pull/389
fix(ci): add pytest-rerunfailures to integration test dependencies by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/400
chore(deps): bump boto3 and botocore minimum to 1.42.86 by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/399
fix: replace blocklist with allowlist for install_packages() package validation by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/403
Release v1.6.1 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/404

New Contributors

@mohanasudhan made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/389

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.6.0...v1.6.1

Open source →

Additional notes

Added

feat: add read_only flag to AgentCoreMemorySessionManager to disable ACM persistence (#389) (215b5bd)

Fixed

fix: replace blocklist with allowlist for install_packages() package validation (#403) (ed953b5)
fix: skip integration tests for Dependabot and remove missing label (#382) (4ebfdcb)
fix: pin griffe version and fix ExplanationStyle attribute error (#381) (2bdb9f1)

Other Changes

chore(deps): bump boto3 and botocore minimum to 1.42.86 (#399) (df9a21d)
fix(ci): add pytest-rerunfailures to integration test dependencies (#400) (5ccb283)

Open source →

1.5.131 Mar 2026

`bash pip install bedrock-agentcore==1.5.1 `

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 https://github.com/aws/bedrock-agentcore-sdk-python/pull/380
Release v1.5.1 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/384

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.5.0...v1.5.1

Open source →

Additional notes

Other Changes

Revert "feat: Emit OTEL attributes for AgentCore Evaluation support (#368)" (#380) (a516260)

Open source →

1.5.030 Mar 2026withdrawnBreaking

Ci/breaking change detection by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/358

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

New Contributors

@rvkandury made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/371
@mahlera made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/362

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.8...v1.5.0

Open source →

Additional notes

Added

feat: add ground truth support to EvaluationClient and OnDemandEvaluationDatasetRunner (#376) (29b0115)
feat: Add certificates to create_code_interpreter() (#373) (bc95735)
feat: add support for policies and certificates (#371) (88c5101)

Other Changes

chore: Modify arn parsing in runtime client to allow for different (#362) (a10c0fd)
ci: add breaking change detection workflow for pull requests (#358) (9341468)
ci: add backward compatibility integration test workflow (#357) (50654c1)
ci: add Dependabot auto-merge workflow (#361) (38425ec)

Open source →

1.4.826 Mar 2026withdrawn

`bash pip install bedrock-agentcore==1.4.8 `

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

New Contributors

@grahamburgsma made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/299
@jesseturner21 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/368

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.7...v1.4.8

Open source →

Additional notes

Added

feat: Emit OTEL attributes for AgentCore Evaluation support (#368) (8bae410)

Fixed

fix: lazy import strands-agents-evals to avoid ImportError when not installed (#367) (2c4911d)

Other Changes

ci: migrate PyPI publishing to OIDC Trusted Publishing (#363) (5bdf009)
ci(deps): bump trufflesecurity/trufflehog from 3.93.8 to 3.94.0 (#360) (cd86ebd)
ci(deps): bump actions/github-script from 7 to 8 (#359) (64db2f0)
Skip LTM retrieval when content has no text (#299) (a49db7d)

Open source →

1.4.718 Mar 2026

`bash pip install bedrock-agentcore==1.4.7 `

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

New Contributors

@cagataycali made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/130

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.6...v1.4.7

Open source →

Additional notes

Added

feat: add AG-UI protocol support via serve_ag_ui and AGUIApp (#350) (e799792)
feat: add missing data plane passthroughs and integration tests (#352) (530f203)
feat: add A2A protocol support via serve_a2a (#349) (be1be55)
feat: add ResourcePolicyClient for resource-based policy management (#328) (51e26c7)
feat: add data plane, extraction, and lifecycle integ tests to TestMemoryClient (#334) (62fdc9a)

Fixed

fix: normalize snake_case/camelCase in passthrough methods for consistent SDK API (#348) (137479c)
fix: add retries for flaky integ tests that depend on LLM responses (#351) (8424c7a)
fix: add missing agentId metadata to batched agent state flush (#331) (11e2ac5)
fix: use separate ports for runtime integ tests to avoid parallel conflicts (#332) (03b599a)

Other Changes

ci(deps): bump actions/github-script from 7 to 8 (#80) (0dd49c0)
chore(deps): bump pyasn1 from 0.6.2 to 0.6.3 (#353) (d3213c0)
ci(deps): bump actions/checkout from 5 to 6 (#165) (82869c8)
Revise agent deployment instructions in README (#130) (bb49c2e)
ci(deps): bump aws-actions/configure-aws-credentials from 5 to 6 (#345) (d508c24)
feat(strands-memory): add event metadata support to AgentCoreMemorySessionManager (#339) (cd2f2a0)
chore(deps): bump pyjwt from 2.10.1 to 2.12.0 (#341) (2f4f297)
ci(deps): bump slackapi/slack-github-action from 2.0.0 to 3.0.1 (#344) (f8710fa)
ci(deps): bump trufflesecurity/trufflehog from 3.90.6 to 3.93.8 (#343) (d4d1892)
chore: remove manual_test_memory_client.py (#337) (3dbb793)

Open source →

1.4.612 Mar 2026

`bash pip install bedrock-agentcore==1.4.6 `

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

New Contributors

@abhu85 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/290

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.5...v1.4.6

Open source →

Additional notes

Added

feat: rewrite controlplane integration tests with pytest (#323) (7d7fa48)
feat: add name parameter to browser_session() and SessionConfiguration (#326) (1ec1a62)

Fixed

fix: replace hardcoded sleeps with polling in session manager tests (#324) (18b428a)
fix: use memoryStrategyId instead of strategyId in search_long_term_memories (#314) (a30f8da)
fix: return 400 for UnicodeDecodeError in invocation handler (#313) (4730894)

Other Changes

feat(memory): add boto3_session parameter to MemoryClient (#330) (66c8488)
chore: remove test_devex.py, update TESTING.md (#325) (a01ce71)
fix(memory): pass through unknown config keys in _wrap_configuration (#322) (2afa155)
test: add stream delivery integ tests and TESTING.md (#317) (32aa019)
fix(memory): handle SELF_MANAGED override type in _wrap_configuration (#290) (0206ae4)

Open source →

1.4.511 Mar 2026Deprecated

chore: remove deprecated legacy-release workflow by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/315

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

New Contributors

@tejaskash made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/312

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.4...v1.4.5

Open source →

Additional notes

Fixed

fix: apply ruff formatting to openai converter files (#312) (98871e9)
fix(strands-memory): restore positional arg order in AgentCoreMemorySessionManager.init (#318) (98100d7)

Other Changes

chore: remove deprecated legacy-release workflow (#315) (84d2916)
ci: temporarily disable memory integration tests (#319) (ae4c15c)
chore(deps-dev): bump wheel from 0.45.1 to 0.46.2 (#221) (a77f13a)
chore(deps): bump cryptography from 45.0.5 to 46.0.5 (#306) (9a21bdc)
chore(deps): bump starlette from 0.47.1 to 0.49.1 (#307) (538c56f)
chore(deps): bump werkzeug from 3.1.5 to 3.1.6 (#308) (3f8424c)
chore(deps): bump pillow from 11.3.0 to 12.1.1 (#309) (85d1465)
chore(deps): bump mcp from 1.12.2 to 1.23.0 (#310) (db3fcba)
ci(deps): bump actions/download-artifact from 5 to 6 (#139) (ff66b49)
ci(deps): bump actions/upload-artifact from 4 to 5 (#140) (fc68025)
Add daily Slack notification for open PRs (#304) (fda82da)
chore(deps): bump python-multipart from 0.0.20 to 0.0.22 (#224) (8b8c6fd)
chore(deps): bump werkzeug from 3.1.3 to 3.1.5 (#228) (7b2bb45)
chore(deps): bump virtualenv from 20.31.2 to 20.36.1 (#229) (d92ad87)
chore(deps): bump urllib3 from 2.5.0 to 2.6.3 (#230) (6105816)
chore(deps): bump filelock from 3.18.0 to 3.20.3 (#231) (6d9dbde)
chore(deps): bump aiohttp from 3.13.2 to 3.13.3 (#232) (5c7559a)
ci: parallelize integration tests into matrix jobs (#269) (bd3b7b0)

Open source →

1.4.410 Mar 2026

`bash pip install bedrock-agentcore==1.4.4 `

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 https://github.com/aws/bedrock-agentcore-sdk-python/pull/296
fix: Session Manager Batching improvements by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/298
feat: add EvaluationClient with run() for on-demand session evaluation by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/300
feat: split release workflow into prepare and publish by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/301
feat(memory): add streamDeliveryResources support to memory SDK by @Hweinstock in https://github.com/aws/bedrock-agentcore-sdk-python/pull/302
Release v1.4.3 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/297
feat(strands-memory): add converter injection and optional restored-tool filtering by @dharamendrak in https://github.com/aws/bedrock-agentcore-sdk-python/pull/288
Release v1.4.4 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/305

New Contributors

@Hweinstock made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/301
@dharamendrak made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/288

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.3...v1.4.4

Open source →

Additional notes

Added

feat: add streamDeliveryResources support to memory SDK (#302) (907f816)
feat: split release workflow into prepare and publish (#301) (17e1357)
feat: add EvaluationClient with run() for on-demand session evaluation (#300) (102ba0d)

Fixed

fix: Session manager batching improvements (#298) (328acba)
fix: allow custom HTTP status codes from entrypoint handlers (#284) (#296) (2371461)

Other Changes

feat(strands-memory): add converter injection and optional restored-tool filtering (#288) (6cda0a3)
chore: bump version to 1.4.3 (#297) (a29aeec)

Open source →

1.4.34 Mar 2026

`bash pip install bedrock-agentcore==1.4.3 `

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 https://github.com/aws/bedrock-agentcore-sdk-python/pull/294
feat: add buffering for agent state events by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/295

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.2...v1.4.3

Open source →

Additional notes

Added

feat: add buffering for agent state events (#295) (9e865da)

Other Changes

chore: bump version to 1.4.2 (#294) (bbc00a7)

Open source →

1.4.23 Mar 2026

`bash pip install bedrock-agentcore==1.4.2 `

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 https://github.com/aws/bedrock-agentcore-sdk-python/pull/287
fix: AgentCoreMemorySessionManager - Cache agent timestamps to eliminate redundant list_events calls by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/289
feat: Add automatic flush for batched messages, on AfterInvocationEvent hook and interval-based periodical flush by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/291
fix: fix npe in memory session manager when messages have no text content by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/293

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.1...v1.4.2

Open source →

Additional notes

Added

feat: Add automatic flush for batched messages, on AfterInvocationEvent hook and interval-based periodical flush (#291) (bb4a1b7)

Fixed

fix: fix npe in memory session manager when messages have no text content (#293) (2b6736e)
fix: AgentCoreMemorySessionManager - Cache agent timestamps to eliminate redundant list_events calls (#289) (1dd896e)

Other Changes

chore: bump version to 1.4.1 (#287) (ef448dc)

Open source →

1.4.024 Feb 2026

`bash pip install bedrock-agentcore==1.4.0 `

Installation

pip install bedrock-agentcore==1.4.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.3.2 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/280
feat: add SessionConfiguration with proxy, extensions, and profile support by @kevin-orellana in https://github.com/aws/bedrock-agentcore-sdk-python/pull/274

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.3.2...v1.4.0

Open source →

Additional notes

Added

feat: add SessionConfiguration with proxy, extensions, and profile support (#274) (ca3c322)

Other Changes

chore: bump version to 1.3.2 (#280) (a637826)

Open source →

1.3.327 Feb 2026

`bash pip install bedrock-agentcore==1.3.3 `

Installation

pip install bedrock-agentcore==1.3.3

What's Changed

See CHANGELOG.md for details.

What's Changed

feat: isolate async handler execution on dedicated worker event loop by @siwachabhi in https://github.com/aws/bedrock-agentcore-sdk-python/pull/273
fix: Update list_events max results to max value 100 by @padmak30 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/285

New Contributors

@padmak30 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/285

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.4.0...v1.3.3

Open source →

1.3.223 Feb 2026

`bash pip install bedrock-agentcore==1.3.2 `

Installation

pip install bedrock-agentcore==1.3.2

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.3.1 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/270
fix: insert retrieved LTM before last user message to avoid prefill error by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/271
test: add thinking-mode compatibility tests for LTM retrieval by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/272
feat: configurable context_tag with user_context default by @notgitika in https://github.com/aws/bedrock-agentcore-sdk-python/pull/279

New Contributors

@notgitika made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/271

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.3.1...v1.3.2

Open source →

Additional notes

Added

feat: configurable context_tag with user_context default (#279) (33f09f7)

Fixed

fix: insert retrieved LTM before last user message to avoid prefill error on Claude 4.6+ (#271) (232d05c)

Other Changes

test: add thinking-mode compatibility tests for LTM retrieval (#272) (1bd22b7)
chore: bump version to 1.3.1 (#270) (8d7405c)

Open source →

1.3.117 Feb 2026

`bash pip install bedrock-agentcore==1.3.1 `

Installation

pip install bedrock-agentcore==1.3.1

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.3.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/263
docs: update memory READMEs with metadata types and message batching by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/264
fix: use correct boto3 service name for evaluation client by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/267

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.3.0...v1.3.1

Open source →

Additional notes

Fixed

fix: use correct boto3 service name for evaluation client (#267) (1e2be1b)

Documentation

docs: update memory READMEs with metadata types and message batching (#264) (efea9d4)

Other Changes

chore: bump version to 1.3.0 (#263) (208cc14)

Open source →

1.3.011 Feb 2026Deprecated

fix: remove deprecated save_turn() and process_turn() methods by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/241

Installation

pip install bedrock-agentcore==1.3.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.2.1 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/250
fix(identity): update endpoint for Create/UpdateWorkloadIdentity by @spatch1923 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/249
fix: remove deprecated save_turn() and process_turn() methods by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/241
fix: download_file/download_files crash on binary content with UnicodeDecodeError by @kevin-orellana in https://github.com/aws/bedrock-agentcore-sdk-python/pull/257
feat(memory): event metadata state identification, message batching, and redundant sync elimination by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/244

New Contributors

@spatch1923 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/249
@kevin-orellana made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/257

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.2.1...v1.3.0

Open source →

Additional notes

Fixed

fix: download_file/download_files crash on binary content with UnicodeDecodeError (#257) (e8b63be)
fix: remove deprecated save_turn() and process_turn() methods (#241) (9bd2623)

Other Changes

feat(memory): event metadata state identification, message batching, and redundant sync elimination (#244) (fbce2fc)
fix(identity): update endpoint for Create/UpdateWorkloadIdentity (#249) (3fa9afe)
chore: bump version to 1.2.1 (#250) (cb44b79)

Open source →

1.2.13 Feb 2026

`bash pip install bedrock-agentcore==1.2.1 `

Installation

pip install bedrock-agentcore==1.2.1

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.2.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/213
feat: add Slack notification workflow for new issues by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/226
fix: escape special characters in Slack notification payload by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/239
feat(memory): add metadata support to MemoryClient events by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/236
Add trailing slash to namespace strings by @xinaizha in https://github.com/aws/bedrock-agentcore-sdk-python/pull/238

New Contributors

@xinaizha made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/238

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.5...v1.2.1

Open source →

Additional notes

Fixed

fix: escape special characters in Slack notification payload (#239) (bcd312f)

Other Changes

Add trailing slash to namespace strings (#238) (1de940d)
feat(memory): add metadata support to MemoryClient events (#236) (53a1baa)
temp: add Slack notification workflow for new issues (#226) (a48944a)
chore: bump version to 1.2.0 (#213) (52bc194)

Open source →

1.2.013 Jan 2026

`bash pip install bedrock-agentcore==1.2.0 `

Installation

pip install bedrock-agentcore==1.2.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.1.4 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/207
fix: apply relevance_score filtering in Strands integration (#190) by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/211
feat(memory): add episodic memory strategy support by @aneeshsabarad in https://github.com/aws/bedrock-agentcore-sdk-python/pull/208
Add integration_source parameter for framework attribution telemetry by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/210
fix(memory): Improve pagination behavior in get_last_k_turns() and list_messages() by @kevmyung in https://github.com/aws/bedrock-agentcore-sdk-python/pull/209

New Contributors

@aneeshsabarad made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/208

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.4...v1.2.0

Open source →

Additional notes

Fixed

fix: apply relevance_score filtering in Strands integration (#190) (#211) (952b018)

Other Changes

fix(memory): Improve pagination behavior in get_last_k_turns() and list_messages() (#209) (2b047ff)
Add integration_source parameter for framework attribution telemetry (#210) (43c6c3c)
feat(memory): add episodic memory strategy support (#208) (0df9757)
chore: bump version to 1.1.4 (#207) (b3e4b4b)

Open source →

1.1.513 Jan 2026

`bash pip install bedrock-agentcore==1.1.5 `

Installation

pip install bedrock-agentcore==1.1.5

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.1.4 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/207
fix: apply relevance_score filtering in Strands integration (#190) by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/211
feat(memory): add episodic memory strategy support by @aneeshsabarad in https://github.com/aws/bedrock-agentcore-sdk-python/pull/208
Add integration_source parameter for framework attribution telemetry by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/210
fix(memory): Improve pagination behavior in get_last_k_turns() and list_messages() by @kevmyung in https://github.com/aws/bedrock-agentcore-sdk-python/pull/209

New Contributors

@aneeshsabarad made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/208

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.4...v1.1.5

Open source →

1.1.48 Jan 2026

`bash pip install bedrock-agentcore==1.1.4 `

Installation

pip install bedrock-agentcore==1.1.4

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.1.3 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/204
fix: encode bytes before filtering empty text in message_to_payload by @kevmyung in https://github.com/aws/bedrock-agentcore-sdk-python/pull/199
test: add unit test for bytes serialization fix in message_to_payload by @kevmyung in https://github.com/aws/bedrock-agentcore-sdk-python/pull/205

New Contributors

@kevmyung made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/199

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.3...v1.1.4

Open source →

Additional notes

Fixed

fix: encode bytes before filtering empty text in message_to_payload (#199) (3f01653)

Other Changes

test: add unit test for bytes serialization fix in message_to_payload (#205) (a9745ce)
Release v1.1.3 (#204) (2ec6639)

Open source →

1.1.37 Jan 2026

`bash pip install bedrock-agentcore==1.1.3 `

Installation

pip install bedrock-agentcore==1.1.3

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.1.2 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/197
feat(code-interpreter): Add convenience methods for file operations and package management by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/202

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.2...v1.1.3

Open source →

Additional notes

feat(code-interpreter): Add convenience methods for file operations and package management (#202) (bcdc6eb)

Open source →

1.1.226 Dec 2025

`bash pip install bedrock-agentcore==1.1.2 `

Installation

pip install bedrock-agentcore==1.1.2

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.1.1 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/184
fix: dont save empty text messages (breaks Converse API) by @bergjaak in https://github.com/aws/bedrock-agentcore-sdk-python/pull/185
feat(runtime): Add session_id support to WebSocket connection methods by @Abishek10 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/186
fix: Removed pre-commit from dependencies by @jariy17 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/195

New Contributors

@jariy17 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/195

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.1...v1.1.2

Open source →

Additional notes

Fixed

fix: Removed pre-commit from dependencies (#195) (4f8c625)
fix: dont save empty text messages (breaks Converse API) (#185) (049ccdc)

Other Changes

feat(runtime): Add session_id support to WebSocket connection methods (#186) (62d297d)
chore: bump version to 1.1.1 (#184) (92272e7)

Open source →

1.1.13 Dec 2025

`bash pip install bedrock-agentcore==1.1.1 `

Installation

pip install bedrock-agentcore==1.1.1

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.1.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/182
feat: Add AgentCore Strands Evals integration by @aidandaly24 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/183
feat(identity): Add @requires_iam_access_token decorator for AWS STS JWT tokens by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/179

New Contributors

@aidandaly24 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/183

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.1.0...v1.1.1

Open source →

Additional notes

Other Changes

feat(identity): Add @requires_iam_access_token decorator for AWS STS JWT tokens (#179) (4ab6072)
Add Strands AgentCore Evaluation integration (#183) (f242836)
chore: bump version to 1.1.0 (#182) (042d4bf)

Open source →

1.1.02 Dec 2025

`bash pip install bedrock-agentcore==1.1.0 `

Installation

pip install bedrock-agentcore==1.1.0

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.0.7 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/173
feat(runtime): Add middleware data support to request context by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/178
Feature/bidirectional streaming by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/180
feat: add websockets as main dependency for @app.websocket decorator by @Abishek10 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/181

New Contributors

@Abishek10 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/181

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.7...v1.1.0

Open source →

Additional notes

Added

feat: add websockets as main dependency for @app.websocket decorator (#181) (9146d3e)

Other Changes

Feature/bidirectional streaming (#180) (535faa5)
feat(runtime): Add middleware data support to request context (#178) (95bbfa4)
chore: bump version to 1.0.7 (#173) (18a78b9)

Open source →

1.0.725 Nov 2025

`bash pip install bedrock-agentcore==1.0.7 `

Installation

pip install bedrock-agentcore==1.0.7

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.0.6 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/155
feat: add documentation for metadata support in STM by @glsukki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/156
Allow passing custom parameters to the GetResourceOauth2Token API via SDK decorator by @SkyWalker-CMD in https://github.com/aws/bedrock-agentcore-sdk-python/pull/157
feat: parallelize retrieve memories API calls for multiple namespaces to improve latency by @colifran in https://github.com/aws/bedrock-agentcore-sdk-python/pull/163
fix: metadata-workflow readme link by @glsukki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/171
chore: bump strands-agents version by @glsukki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/172

New Contributors

@colifran made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/163

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.6...v1.0.7

Open source →

Additional notes

Added

feat: parallelize retrieve memories API calls for multiple namespaces to improve latency (#163) (df5a2c9)
feat: add documentation for metadata support in STM (#156) (67563f1)

Fixed

fix: metadata-workflow readme link (#171) (a8536df)

Other Changes

chore: bump strands-agents version (#172) (cb98125)
Allow passing custom parameters to the GetResourceOauth2Token API via SDK decorator (#157) (988ca8f)
chore: bump version to 1.0.6 (#155) (d1953e8)

Open source →

1.0.610 Nov 2025

`bash pip install bedrock-agentcore==1.0.6 `

Installation

pip install bedrock-agentcore==1.0.6

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.0.5 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/144
fix: correct workflow output reference for external PR tests by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/141
feat: adding function to delete all memory records in namespace by @ShreyP88 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/148
feat: Add control plane CRUD operations and config helpers for browser and code interpreter by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/152
fix: list_events with branch & eventMetadata filter by @glsukki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/153

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.5...v1.0.6

Open source →

Additional notes

Added

feat: Add control plane CRUD operations and config helpers for browser and code interpreter (#152) (81faca1)
feat: adding function to delete all memory records in namespace (#148) (72a16be)

Fixed

fix: list_events having branch & eventMetadata filter (#153) (70e138d)
fix: correct workflow output reference for external PR tests (#141) (90f04bf)

Other Changes

chore: bump version to 1.0.5 (#144) (1456d03)

Open source →

1.0.529 Oct 2025

`bash pip install bedrock-agentcore==1.0.5 `

Installation

pip install bedrock-agentcore==1.0.5

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.0.4 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/134
chore: enabling batch api pass through to boto3 client methods by @ShreyP88 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/135
docs: update quickstart links to AWS documentation by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/138
Chore/workflow improvements by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/137
fix(memory): resolve AWS_REGION env var by @bergjaak in https://github.com/aws/bedrock-agentcore-sdk-python/pull/143

New Contributors

@ShreyP88 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/135

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.4...v1.0.5

Open source →

Additional notes

Documentation

docs: update quickstart links to AWS documentation (#138) (b3d49f8)

Other Changes

fix(memory): resolve AWS_REGION env var (#143) (7a9a855)
Chore/workflow improvements (#137) (091dab1)
chore: enabling batch api pass through to boto3 client methods (#135) (245f3c1)
chore: bump version to 1.0.4 (#134) (ecba82d)

Open source →

1.0.422 Oct 2025

`bash pip install bedrock-agentcore==1.0.4 `

Installation

pip install bedrock-agentcore==1.0.4

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.0.3 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/127
Update README.md by @eliasbedmar in https://github.com/aws/bedrock-agentcore-sdk-python/pull/128
Update Outbound Oauth error message by @RushikeshJoshi4 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/119
Add middleware by @zhan9san in https://github.com/aws/bedrock-agentcore-sdk-python/pull/121
feat: support for async llm callback by @OpenGaet in https://github.com/aws/bedrock-agentcore-sdk-python/pull/131
fix(memory): linter issues by @bergjaak in https://github.com/aws/bedrock-agentcore-sdk-python/pull/132

New Contributors

@eliasbedmar made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/128
@RushikeshJoshi4 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/119
@OpenGaet made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/131

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.3...v1.0.4

Open source →

Additional notes

Added

feat: support for async llm callback (#131) (1e3fd0c)

Other Changes

chore(memory): fix linter issues (#132) (36ea477)
Add middleware (#121) (f30e281)
Update Outbound Oauth error message (#119) (a9ad13a)
Update README.md (#128) (c744ba3)
chore: bump version to 1.0.3 (#127) (d14d80e)

Open source →

1.0.316 Oct 2025

`bash pip install bedrock-agentcore==1.0.3 `

Installation

pip install bedrock-agentcore==1.0.3

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: remove NotRequried as it is supported only in python 3.11 by @glsukki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/125
Release v1.0.2 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/126

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.2...v1.0.3

Open source →

Additional notes

Fixed

fix: remove NotRequried as it is supported only in python 3.11 (#125) (806ee26)

Other Changes

chore: bump version to 1.0.2 (#126) (11b761a)

Open source →

1.0.216 Oct 2025

`bash pip install bedrock-agentcore==1.0.2 `

Installation

pip install bedrock-agentcore==1.0.2

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v1.0.0 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/118
Add OAuth2 3LO Identity APIs and enable setting 3LO callback URL via HTTP headers by @SkyWalker-CMD in https://github.com/aws/bedrock-agentcore-sdk-python/pull/116
Add support for Identity OAuth 2.0 federation enhancements by @brianlaoaws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/106
feat: integrate metadata support for short-term-memory (STM) by @glsukki in https://github.com/aws/bedrock-agentcore-sdk-python/pull/114
chore: improve GitHub Actions workflow input handling by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/117

New Contributors

@SkyWalker-CMD made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/116
@glsukki made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/114

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v1.0.0...v1.0.2

Open source →

Additional notes

Fixed

fix: remove NotRequried as it is supported only in python 3.11 (#125) (806ee26)

Open source →

1.0.015 Oct 2025

`bash pip install bedrock-agentcore==1.0.0 `

Installation

pip install bedrock-agentcore==1.0.0

What's Changed

See CHANGELOG.md for details.

What's Changed

fix: fix session name typo in get_last_k_turns by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/104
Release v0.1.7 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/103
fix: add the include_parent_events parameter to the get_last_k_turns method by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/107
fix: rename list_events parameter include_parent_events to include_parent_branches to match the boto3 parameter by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/108
feat(browser): Add viewport configuration support to BrowserClient by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/112
docs: remove preview verbiage following Bedrock AgentCore GA release by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/113
fix(deps): restrict pydantic to versions below 2.41.3 by @sundargthb in https://github.com/aws/bedrock-agentcore-sdk-python/pull/115

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v0.1.7...v1.0.0

Open source →

Additional notes

Fixed

fix: rename list_events parameter include_parent_events to include_parent_branches to match the boto3 parameter (#108) (ee35ade)
fix: add the include_parent_events parameter to the get_last_k_turns method (#107) (eee67da)
fix: fix session name typo in get_last_k_turns (#104) (1ba3e1c)

Documentation

docs: remove preview verbiage following Bedrock AgentCore GA release (#113) (9d496aa)

Other Changes

fix(deps): restrict pydantic to versions below 2.41.3 (#115) (b4a49b9)
feat(browser): Add viewport configuration support to BrowserClient (#112) (014a6b8)
chore: bump version to 0.1.7 (#103) (d572d68)

Open source →

0.1.71 Oct 2025

`bash pip install bedrock-agentcore==0.1.7 `

Installation

pip install bedrock-agentcore==0.1.7

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v0.1.6 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/101
Fix validation exception which occurs if the default aws region mismatches with the user's region_name by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/102

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v0.1.6...v0.1.7

Open source →

Additional notes

Fixed

fix: fix validation exception which occurs if the default aws region mismatches with the user's region_name (#102) (207e3e0)

Other Changes

chore: bump version to 0.1.6 (#101) (5d5271d)

Open source →

0.1.61 Oct 2025

`bash pip install bedrock-agentcore==0.1.6 `

Installation

pip install bedrock-agentcore==0.1.6

What's Changed

See CHANGELOG.md for details.

What's Changed

Release v0.1.5 by @github-actions[bot] in https://github.com/aws/bedrock-agentcore-sdk-python/pull/96
Update README.md by @brianlaoaws in https://github.com/aws/bedrock-agentcore-sdk-python/pull/95
feat: Initial commit for Session Manager, Session and Actor constructs by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/87
Feature/boto client config by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/98
fix: swap event_timestamp with branch in add_turns by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/99
chore: Add README for MemorySessionManager by @jona62 in https://github.com/aws/bedrock-agentcore-sdk-python/pull/100

New Contributors

@jona62 made their first contribution in https://github.com/aws/bedrock-agentcore-sdk-python/pull/87

Full Changelog: https://github.com/aws/bedrock-agentcore-sdk-python/compare/v0.1.5...v0.1.6

Open source →

Additional notes

Added

feat: Initial commit for Session Manager, Session and Actor constructs (#87) (72e37df)

Fixed

fix: swap event_timestamp with branch in add_turns (#99) (0027298)

Other Changes

chore: Add README for MemorySessionManager (#100) (9b274a0)
Feature/boto client config (#98) (107fd53)
Update README.md (#95) (0c65811)
Release v0.1.5 (#96) (7948d26)

Open source →