Embabel Agent 1.5.1

What's Changed

• Update POM(s) for Next Dev Cycle by @alexheifetz in #1922
• Fix Bedrock chat options conversion by @arnabnandy7 in #1924
• Resolve LLM roles through an SPI so a role is not tied to one provider by @jasperblues in #1894
• Update POM(s) version to 1.5.1 Release by @alexheifetz in #1926
• RAG enhancement: Add SectionReader to navigate document sections by name by @johnsonr in #1928
• Add embedding-driven skills by @johnsonr in #1934
• Enhance streaming test for Object as String by @igordayen in #1932
• Document a remote Streamable HTTP MCP connection by @georgeatparallel in #1865
• feat: add Atlas Cloud BYOK support by @binyangzhu000-sudo in #1908
• Restore the AgentProcess a thread already held, rather than clearing it by @jasperblues in #1912
• Make integration test suite runnable in bulk by @arnabnandy7 in #1929
• Ship credential factories for the whole BYOK surface, and name the role and model a deployment cannot satisfy by @jasperblues in #1942
• Fully support type hierarchy in domain types by @johnsonr in #1944
• fix(tool-loop): replace the blank turn before re-prompting by @azanux in #1943
• fix(openai): use versioned Mistral base URL by @arnabnandy7 in #1938
• Fix prompt-based thinking extraction for Ollama by @igordayen in #1952
• Let a deployment add a BYOK provider without naming an SPI type by @jasperblues in #1949
• Feature: Add tag selection control to Thinking via included / excluded Tags by @igordayen in #1954
• Fix eager search metadata filtering by @arnabnandy7 in #1958
• Say which expression syntax a text query mode means by @jasperblues in #1963
• Memoize ChatModel streaming capability probes by @LordKay-sudo in #1927
• Share search property filter dispatch by @arnabnandy7 in #1962
• fix: retain chunks when applying entity filters by @arnabnandy7 in #1964
• Upgrade apache httpcomponents core5 due to High Vulnerability by @igordayen in #1961
• Prepare 1.5.1 Release by @alexheifetz in #1977

New Contributors

• @georgeatparallel made their first contribution in #1865
• @binyangzhu000-sudo made their first contribution in #1908

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

Embabel Agent 1.5.0

What's Changed

• Sync 2.0.0-061326 with 2.0.0: port native structured output to SB4 / Spring AI 2 / Jackson 3 by @alexheifetz in #1719
• Spring AI 2.0.0 GA Migration by @alexheifetz in #1722
• Synchronize with 1.0 06222026 by @alexheifetz in #1738
• 1.5.0 by @alexheifetz in #1765
• 1.5.0 synchup 1.0.x by @alexheifetz in #1807
• 2.0.0 by @alexheifetz in #1697
• Include authors page on hub by @jasperblues in #1820
• Netty Upgrade to 4.2.15 by @igordayen in #1824
• test: add unit coverage for uncovered utilities by @tuannx in #1823
• Prove multi-level RunSubagent composition by @Stuckya in #1825
• Fix model binding broken by Spring AI 2.0 options merge removal by @igordayen in #1818
• fix: correct RAG result ordering, metadata, and latency logging by @tuannx in #1812
• Nety Upgrade to 4.2.16 by @igordayen in #1827
• docs: update emabel docs to match current codebase by @Sam42R in #1830
• test: cover InMemoryPropertyFilter entity and reflection matching (#29) by @wxggzz in #1817
• test(mcp): add in-process MCP protocol E2E coverage by @tuannx in #1832
• test: add regression test for Ollama configured model binding (#1735) by @sumin220 in #1828
• fix: stop escaped-quote repair from corrupting valid JSON in JacksonOutputConverter by @nikita-kibitkin in #1831
• Replace Spring AI 2.0 deprecated API by @guanxuc in #1840
• refactor: extract shared tool execution support by @arnabnandy7 in #1837
• Replace tools.jackson.databind.JsonNode deprecated API by @guanxuc in #1845
• feat: Add Alibaba Cloud DashScope models support by @guanxuc in #1841
• Add Alibaba Cloud DashScope models User Guide and enhance parameter clamping by @guanxuc in #1849
• feat: add vendor-neutral streaming tool loop by @arnabnandy7 in #1826
• Bump org.springframework.retry:spring-retry from 2.0.12 to 2.0.13 in /embabel-agent-api in the maven group across 1 directory by @dependabot[bot] in #1844
• doc: Update the latest(1.5.0-SNAPSHOT) documentation link in README.md by @guanxuc in #1855
• Typo in LLM name sonnet by @igordayen in #1858
• Never sever a markdown table row from its header when chunking by @johnsonr in #1859
• feat(rag): promote structural chunk metadata to typed ChunkStructure by @arimu1 in #1851
• chore(deps): upgrade LangChain4j to 1.14.1 by @arnabnandy7 in #1863
• Remove the deprecated convertOptions(options) API by @guanxuc in #1857
• feat: add TemplatedPromptRunnerBuilder to render system prompts from templates by @nikita-kibitkin in #1866
• Log an existing SearchTools at debug, like every branch beside it by @johnsonr in #1869
• fix(rag): close ChunkMergingEnhancer crash path, complete typed ChunkStructure migration by @nikita-kibitkin in #1867
• Reduce log level / remove stacktraces from Model Loader logging by @igordayen in #1872
• fix(observability): use Spring Boot 4 packages in ObservabilityAutoConfiguration afterName by @arimu1 in #1850
• Fix/1871 observability boot4 regressions by @azanux in #1877
• Alert user by throwing exception on infra jackson deserialization errors by @igordayen in #1878
• Fix/1758 OpenAI pro responses api by @azanux in #1874
• LM Studio: send completions to /v1, keep discovery on the raw address by @johnsonr in #1885
• fix(openai): route GPT-5.6 models to the Responses API by @azanux in #1896
• fix(openai): generically handle models that reject unsupported request params by @arimu1 in #1852
• BYOK: build an embedding service from a runtime-supplied key by @jasperblues in #1892
• Pin prompt assembly cost, and name the contributors that are actually slow by @jasperblues in #1893
• Fix thinking mode parse error: Strip what a model writes after JSON block as well as before by @johnsonr in #1904
• fix(deepseek): take the shared HTTP client, and honor the retry properties (also google-genai) by @azanux in #1902
• Prepare 1.5.0 release by @alexheifetz in #1906
• Add embabel-agent-starter-byok so a BYOK app can boot without keys by @jasperblues in #1890
• RAG improvements: Make full-text scores absolute, and stop asking the LLM for a similarity threshold by @johnsonr in #1903
• Issue 1887: Wrap Embabel ObjectMapper (#1887) by @stefanks-px in #1907
• Fix broken IT tests due to GPT model deprecation by @igordayen in #1914
• Let a text-search implementation say how it reads a query by @jasperblues in #1916
• Let a BYOK app with RAG start, without letting it guess a dimension by @jasperblues in #1910
• Restore star history by @johnsonr in #1918
• Add an opt-in knob to fetch neighbouring chunks around every search hit by @johnsonr in #1917
• Change log level from warn to info for tool call by @alexheifetz in #1921

New Contributors

• @tuannx made their first contribution in #1823
• @wxggzz made their first contribution in #1817
• @sumin220 made their first contribution in #1828
• @nikita-kibitkin made their first contribution in #1831
• @guanxuc made their first contribution in #1840
• @arnabnandy7 made their first contribution in #1837
• @dependabot[bot] made their first contribution in #1844
• @arimu1 made their first contribution in #1851

Full Changelog: v1.0.0...v1.5.0

Embabel Agent 1.0.0

What's Changed

• Prepare for 1.0.0-RC1 development by @alexheifetz in #1734
• Introduce Generic Media and Document support by @igordayen in #1737
• Improve error message when default llm is not available by @poutsma in #1736
• Remove references to deprecated features in Asciidoc and KDOC by @igordayen in #1743
• Netty High Vilnerability Jun-26 by @igordayen in #1745
• Sonar blockers - missing asserts in tests by @igordayen in #1748
• update for new DeepSeek model names by @zhangjessey in #1749
• Remove deprecated methods by @poutsma in #1750
• refactor(anthropic): extract AnthropicModelFactory into plain embabel… by @jasperblues in #1752
• Promote Experimental APIs and update docs by @igordayen in #1753
• fix: remove unreachable null checks flagged by Sonar (S2583) by @azanux in #1755
• fix: #1759 drop retired Gemini 2.0 models, add all-models smoke ITs by @azanux in #1761
• Fix #1557: close MCP SSE connections before Tomcat graceful shutdown… by @igordayen in #1766
• fix(mistral): #1757 - two independent bugs in embabel-agent-mistral-ai-autoconfigure by @azanux in #1767
• Feature/zai GLM model integration by @azanux in #1768
• Add appropriate error message to the log whenever a goal is not reachable by @deleSerna in #1769
• fix(tools): glob '**/' now matches zero or more directories (root & direct children) by @azanux in #1770
• Fix regex: path matcher to normalize separators cross-platform by @alexheifetz in #1772
• Skip fenced code blocks in skill file-reference extraction by @johnsonr in #1658
• Configure planner behavior for multiple goals with the same or different return types by @igordayen in #1775
• Address duplicate logging and logging of 'null' by @igordayen in #1776
• Add chat message events and event-publishing in-memory conversation t… by @jasperblues in #1777
• feat(mcpserver): expose MCP server health via Spring Boot Actuator by @LordKay-sudo in #1773
• Fix 1774: Have Subagent to inherit Verbosity Settings of a parent process by @igordayen in #1778
• Resolve target class for CGLIB-proxied beans in @LLMTool discovery by @jimador in #1782
• #1783 - enhancement: reduce logging level to DEBUG to minimize low-value log messages: ToolGroupsConfiguration : MCP is available. Found 0 clients: by @simeshev in #1784
• Propagate tool failures as ToolExecutionException so MCP clients see isError by @jimador in #1781
• Update build parent 0.1.15 and common 0.1.14 by @alexheifetz in #1785
• Prepare for 1.0.0-GA Dev Cycle by @alexheifetz in #1787
• Promote RAG experimental APIs to prod status by @igordayen in #1791
• fix(skills): confine script engine inputs to a root and harden both engines (#1754) by @azanux in #1789
• bug: JacksonOutputConverter breaks valid LLM response containing mermaid diagram by @Sam42R in #1788
• fix: widen DefaultAgentPlatform.platformServices type (#1793) by @ebullient in #1794
• Looging Enhancements and Streaming reasoning clean-up by @igordayen in #1797
• Log improvement: locale format millisecond timings by @johnsonr in #1798
• Prepare 1.0.0 Release by @alexheifetz in #1802
• Prepare 1.0.0 Release by @alexheifetz in #1803

New Contributors

• @zhangjessey made their first contribution in #1749
• @LordKay-sudo made their first contribution in #1773
• @Sam42R made their first contribution in #1788

Full Changelog: v0.5.0...v1.0.0

Euroa

What's Changed

• Prepare for 1.0.0-RC1 development by @alexheifetz in #1734
• Introduce Generic Media and Document support by @igordayen in #1737
• Improve error message when default llm is not available by @poutsma in #1736
• Remove references to deprecated features in Asciidoc and KDOC by @igordayen in #1743
• Netty High Vilnerability Jun-26 by @igordayen in #1745
• Sonar blockers - missing asserts in tests by @igordayen in #1748
• update for new DeepSeek model names by @zhangjessey in #1749
• Remove deprecated methods by @poutsma in #1750
• refactor(anthropic): extract AnthropicModelFactory into plain embabel… by @jasperblues in #1752
• Promote Experimental APIs and update docs by @igordayen in #1753
• fix: remove unreachable null checks flagged by Sonar (S2583) by @azanux in #1755
• fix: #1759 drop retired Gemini 2.0 models, add all-models smoke ITs by @azanux in #1761
• Fix #1557: close MCP SSE connections before Tomcat graceful shutdown… by @igordayen in #1766
• fix(mistral): #1757 - two independent bugs in embabel-agent-mistral-ai-autoconfigure by @azanux in #1767
• Feature/zai GLM model integration by @azanux in #1768
• Add appropriate error message to the log whenever a goal is not reachable by @deleSerna in #1769
• fix(tools): glob '**/' now matches zero or more directories (root & direct children) by @azanux in #1770
• Fix regex: path matcher to normalize separators cross-platform by @alexheifetz in #1772
• Skip fenced code blocks in skill file-reference extraction by @johnsonr in #1658
• Configure planner behavior for multiple goals with the same or different return types by @igordayen in #1775
• Address duplicate logging and logging of 'null' by @igordayen in #1776
• Add chat message events and event-publishing in-memory conversation t… by @jasperblues in #1777
• feat(mcpserver): expose MCP server health via Spring Boot Actuator by @LordKay-sudo in #1773
• Fix 1774: Have Subagent to inherit Verbosity Settings of a parent process by @igordayen in #1778
• Resolve target class for CGLIB-proxied beans in @LLMTool discovery by @jimador in #1782
• #1783 - enhancement: reduce logging level to DEBUG to minimize low-value log messages: ToolGroupsConfiguration : MCP is available. Found 0 clients: by @simeshev in #1784
• Propagate tool failures as ToolExecutionException so MCP clients see isError by @jimador in #1781
• Update build parent 0.1.15 and common 0.1.14 by @alexheifetz in #1785

New Contributors

• @zhangjessey made their first contribution in #1749
• @LordKay-sudo made their first contribution in #1773

Full Changelog: v0.5.0...v1.0.0-RC1

Darwin

What's Changed

• Update version numbers in pom.xml by @alexheifetz in #1680
• Upgrade Build Deps Parent to 0.1.14-SNAPSHOT by @alexheifetz in #1681
• Reject @AchievesGoal on void action methods by @poutsma in #1682
• Don't depend on Spring AI being on classpath to handle tool annotations by @johnsonr in #1676
• OllamaOptionsConverter now forwards LlmOptions regarding thinking. by @jorander in #1684
• StreamingJacksonOutputConverter.getFormat() respects disabled thinking by @jorander in #1687
• Fixes #1298, resolving inconsistency in Lucene search syntax by @johnsonr in #1653
• Recognize @nullable annotation when resolving action parameters by @poutsma in #1686
• Allow unescaped CTRL characters by @deleSerna in #1688
• #1467 - Removed explicitely setting the ArchUnit version 1.3.0. Now it will be picked up from the embabel-build-dependencies that now sets the ArchUnit version to 1.4.0 by @simeshev in #1670
• Increase code coverage - issue #29 by @igordayen in #1698
• Unit tests additions cross embabel-agent modules by @igordayen in #1699
• Polishing by @poutsma in #1693
• Code coverage increase to the level of 73% by @igordayen in #1701
• MVC/REST-Enabled Agent by @igordayen in #1695
• Add OCI Generative AI starter by @markxnelson in #1700
• Enhance tool names matching algorithm for ToolNotFound strategy by @igordayen in #1690
• Add primary to upgrade branch sync workflow by @igordayen in #1706
• Spring upgrade branch fixed by @igordayen in #1707
• Do not support agents with multiple distinct goal types by @poutsma in #1703
• docs: fix typo in documentation site domain (emababel -> embabel) by @helloworld010234 in #1711
• #1713 - Add Claude Opus 4.8 to the Anthropic model registry by @simeshev in #1714
• feat: upgrade MiniMax default model to M3 by @octo-patch in #1702
• Improve LlmDataBindingProperties logging message by @deleSerna in #1689
• Enhance Google GenAI support for thought signatures by @kenkc in #1691
• adds missing Gemini 3.1 and 3.5 models by @n47stefanmaurer in #1704
• Add native structured output support for OpenAI by @igordayen in #1715
• Feature/migration observability and fix #1561 & #1588 by @azanux in #1718
• Update build 0.1.14 and common 0.1.13 by @alexheifetz in #1732
• Fix #1694: Remove spring.threads.virtual.enabled fom application prop… by @igordayen in #1730

New Contributors

• @deleSerna made their first contribution in #1688
• @markxnelson made their first contribution in #1700
• @helloworld010234 made their first contribution in #1711
• @n47stefanmaurer made their first contribution in #1704

Full Changelog: v0.4.0...v0.5.0

Curdimurka

What's Changed

• Prepare 0.4.0 Iteration by @alexheifetz in #1559
• #1427 : Remove Spring AI tool loop path option by @azanux in #1560
• Use RestClient.Builder instead of request factory for model clients by @poutsma in #1567
• Fix SlidingWindowTransformer to preserve tool call/result message grouping by @igordayen in #1569
• Fixes #1562 apply platform action-qos properties to DSL and workflow-built actions by @alexheifetz in #1572
• Bring up the model list and pricing up to date by @simeshev in #1568
• Point at 0.1.13-SNAPSHOT of embabel-build by @jasperblues in #1576
• Fix JaCoCo coverage reporting for SonarCloud by @jasperblues in #1575
• Fix ONNX model download redirect handling in OnnxModelLoader by @jasperblues in #1578
• Prepare IT tests for automation execution by @igordayen in #1577
• Extract EmbeddingAwareChunkingContentElementRepository by @jasperblues in #1574
• Make consistent OPENAI base url by @jasperblues in #1579
• Update README with itest notes by @jasperblues in #1580
• Tests for 5 classes (Issue #29) by @drhiidden in #1573
• Consistently allow for aiModelRestClientBuilder by @poutsma in #1583
• #1566 Fix AssistantMessageGuardRail not invoked for structured object by @azanux in #1582
• Add MvnRepository badge to README by @alexheifetz in #1586
• Consistently allow for aiModelWebClientBuilder by @poutsma in #1590
• Introduce vendor-neutral message streamer for streaming LLM operations by @igordayen in #1581
• #1566 Add guardrail integration tests for Gemini and parallel tool loop validation by @azanux in #1589
• RunSubagent methods always throw and code after the call is unreachable (#1390) by @alexheifetz in #1596
• Add TerminationScope to ToolGroupRequirement for customizable failure… by @john-mcpeek in #1593
• Add TestContainers Dependency by @alexheifetz in #1601
• Disable DockerSkillScriptExecutionEngineTest on Windows by @alexheifetz in #1605
• feat(core): extend ReplanRequestedException support to ConcurrentAgentProcess by @rwbennett in #1599
• Generalize byok factory by @jasperblues in #1609
• Issue/1607 by @alexheifetz in #1614
• Move application-test.yml from main to test by @alexheifetz in #1613
• feature: TokenCounter SPI by @jimador in #1536
• Add metadata to Tool.Definition by @johnsonr in #1603
• Add IntelliJ Plugin information to User Guide by @alexheifetz in #1617
• #368 fix cost aggregation on AgentProcess with nested subprocesses by @azanux in #1615
• Prohibit OperationContext constructor injection in @agent beans (#1538) by @alexheifetz in #1618
• Align TestStarNewsFinder description with actual goal (#1616) by @alexheifetz in #1619
• #1602 Fix thread-safety of _llmInvocations and _history in AbstractAgentProcess by @azanux in #1620
• Deep refactoring of streaming area by @igordayen in #1600
• Expose internal types for use outside of the module by @poutsma in #1622
• Fix flaked onyx test by @jasperblues in #1626
• Fix/race condition agentprocess by @azanux in #1625
• Fix metadata getting nuked instead of merged by @jasperblues in #1627
• Streaming Area Refactoring - Introduction of Tool Call Inspectors by @igordayen in #1628
• 1623 Enable passing of Budget to ChatBot by @stefanks-px in #1624
• Introduced NestedTool superinterface of Progressive and Playbook tools by @johnsonr in #1631
• Fix docker autoconfigure test to simulate unavailable endpoint (#1568) by @alexheifetz in #1639
• Resolve logging configuration conflicts with user-supplied logback-spring.xml by @igordayen in #1634
• Pin BC version for Tika vulnerability. by @jasperblues in #1640
• Accomodate rename of embabel-agent-rag-graph by @jasperblues in #1641
• Adding integration test support for streaming calls by @jorander in #1598
• #402 feature : track EmbeddingService usage and pricing by @azanux in #1637
• Introduce LoopMemo, allowing a tool to check if it's the first time it has been invoked during a tool loop by @johnsonr in #1642
• Add a configurable policy on empty responses by @johnsonr in #1630
• The Anthropic-specific caching mechanism by @igordayen in #1645
• Add feature toggles for REST endpoints and related tests by @john-mcpeek in #1643
• Action Retry with Exception Classification as Retriable / Non-Retriable by @igordayen in #1652
• Introduction of Ephemeral Agent Process by @igordayen in #1659
• Upgrade Netty to version 4.2.13 Final by @igordayen in #1661
• Use thread context classloader in JvmType.toClass() by @ebullient in #1660
• Java terminateAction test by @igordayen in #1665
• #1604 Track LLM and embedding cost per individual call by @azanux in #1663
• Update Documentation on Integation Testing, issue #445 by @igordayen in #1666
• #29 - add behavioral coverage for autoconfigure entrypoints by @simeshev in #1664
• Fix missing of parent's ProcessOptions.listeners propagation for sub-agents by @drewlakee in #1669
• #29 - Add direct unit coverage for internal test support apps, DSL helpers, and fake AI config by @simeshev in #1671
• Introduce Gobal Guardrails configuration by @igordayen in #1672
• #1597 doc/global guardails config by @azanux in #1674
• Fix thinking blocks accumulation across tool loop iterations by @igordayen in #1678
• Prepare 0.4.0 by @alexheifetz in #1679

New Contributors

• @drhiidden made their first contribution in #1573
• @jimador made their first contribution in #1536
• @stefanks-px made their first contribution in #1624
• @ebullient made their first contribution in #1660
• @drewlakee made their first contribution in #1669

Full Changelog: v0.3.5...v0.4.0

Bendigo

What's Changed

• Update version numbers in pom.xml by @alexheifetz in #1422
• Update version to 0.1.12-SNAPSHOT in pom.xml by @alexheifetz in #1423
• fix(docs): remove unclosed example block in llms/page.adoc by @alexheifetz in #1424
• Fix Guide Issue 31 - don't call out for vector dimensions if already … by @jasperblues in #1429
• ToolLoop Callbacks by @igordayen in #1428
• Use Asyncer for async LLM operations instead of raw CompletableFuture… by @alexheifetz in #1433
• Fix NPE when LLM API key lacks model access by @jasperblues in #1435
• Fixes # 1430 by @alexheifetz in #1437
• Decommision claude-3-7-sonnet-latest by @alexheifetz in #1443
• Add event triggers feature by @jasperblues in #1439
• Add build failure notification to workflow by @alexheifetz in #1446
• Refactor createObjectIfPossible API by @igordayen in #1444
• Allow for field filtering in FilterJacksonOutputConverter by @poutsma in #1434
• MaybeReturn enhancements by @igordayen in #1448
• Refactor and fix broken IT tests by @igordayen in #1450
• Fixes #1447: Include HITL tools by @alexheifetz in #1451
• Add Unit Test to validate HITL Tools by @alexheifetz in #1452
• Copy Identities in Subagent.createProcessOptions by @poutsma in #1460
• Make LlmOptions.criteria read-only for Jackson by @poutsma in #1459
• feature: migration from gemini 3 preview to gemini 3.1 preview by @azanux in #1453
• Embabel Obsevability : fix observability spam, add new metrics, and locale-safe… by @azanux in #1457
• Fix: ResultExpanderTools crashes with "Text content cannot be empty" when expandResult returns an empty list by @coolduebtn in #1441
• Fix README metrics table to reflect agent tag added by @alexheifetz in #1464
• Deep Refactoring of API createObjectWithThinking by @igordayen in #1458
• Deep Refactoring of API createObjecIfPossible WithThinking by @igordayen in #1469
• Add workflow step to trigger acceptance tests by @alexheifetz in #1476
• Disable validation for filtered fields by @poutsma in #1472
• AgentProcess propagation to worker threads by @igordayen in #1477
• fix(google-genai): localize JSON wrapping of tool responses to Gemini… by @alexheifetz in #1468
• Pass metadata context through tool pipeline to MCP calls (#1323) by @alexheifetz in #1462
• Ensure Asyncer consistent usage cross framework by @igordayen in #1482
• Add mockk Async to ShellCommandsContextTest by @alexheifetz in #1483
• Feature/google genai 3.1 flash lite and customtools by @azanux in #1470
• Onxy module, bring-your-own-key support, tool calling tweaks by @jasperblues in #1478
• Revert "Onxy module, bring-your-own-key support, tool calling tweaks" by @jasperblues in #1488
• Add recovery notification for successful builds by @alexheifetz in #1496
• Consolidate and restructure shell documentation by @alexheifetz in #1502
• Tools required by @john-mcpeek in #1493
• Improve RequiredToolGroupException diagnostics and correctness by @alexheifetz in #1503
• Multi-threading correctness verification by @igordayen in #1498
• Integrate ToolCallContextMcpMetaConverter into MCP tool pipeline (#1323) by @alexheifetz in #1504
• Ensure that Java tools are executed with Java reflection by @poutsma in #1501
• Support custom HTTP headers and completions path in OpenAI Custom autoconfigure by @akulyakhtin in #1494
• Add withToolCallContext() to PromptRunner fluent API (#1323) by @alexheifetz in #1505
• Makes completionsPath and embeddingsPath configurable by @alexheifetz in #1506
• Trigger build on changes in embabel-common by @alexheifetz in #1512
• Toolish RAG : Content fetcher and zoom tool fix. by @jasperblues in #1484
• Publish agent-snapshot-deployed cross all repos by @alexheifetz in #1513
• Revert "Publish agent-snapshot-deployed cross all repos" by @alexheifetz in #1514
• Trigger build in downstream projects by @alexheifetz in #1516
• Update list of subscribers for agent-snapshot-deployed event by @alexheifetz in #1518
• Feature/onyx module 2 by @jasperblues in #1489
• Global netty confing by @jasperblues in #1487
• Bugfix/unfolding context tool loop by @jasperblues in #1517
• Update list of downstream repos requiring build trigger by @alexheifetz in #1519
• Refactor Ollama Configuration by @igordayen in #1523
• Tool Security Annotations and Enforcement by @alexheifetz in #1524
• Revert "Tool Security Annotations and Enforcement" by @alexheifetz in #1525
• Tool Security Annotations and Enforcement by @alexheifetz in #1526
• Add Secured McpServer Starter by @alexheifetz in #1527
• Add McpServer Security Autoconfiguration by @alexheifetz in #1530
• Consistent Package Names in McpServer Security Module by @alexheifetz in #1531
• Report validation error for duplicate action names by @poutsma in #1528
• Collect all validation error codes by @poutsma in #1534
• Update User Guide with Mcp Server Security content by @alexheifetz in #1535
• Agent and Action Early Termination by @igordayen in #1537
• Netty Codec Upgrade due to HIGH Vulnerability by @igordayen in #1540
• Update onyx usage docs. by @jasperblues in #1529
• Add MiniMax as first-class LLM provider by @octo-patch in #1539
• Use requireNotNull for nullable Double comparison in MiniMaxOptionsConverterTest by @alexheifetz in #1542
• Add MiniMax section to Docs by @alexheifetz in #1543
• Fixes #1463 MCP Client Lazy Initialization by @alexheifetz in #1544
• Add Just-In-Time MCP Tools documentation by @alexheifetz in #1545
• Update KDOC for clarity by @alexheifetz in #1547
• Bring your own key : clean API by @jasperblues in #1541
• Cascade Agent kill API to SubAgents by @igordayen in #1546
• Fix onxy module Netty config by @jasperblues in #1532
• Cascading Agent Termination to Subagents by @igordayen in #1551
• Update models by @alexheifetz in #1553
• Update list of available Anthropic Models. by @alexheifetz in #1556
• Prepare 0.3.5 Release by @alexheifetz in #1558

New Contributors

• @coolduebtn made their first contribution in #1441
• @john-mcpeek made their first contribution in #1493
• @akulyakhtin made their first contribution in #1494
• @octo-patch made their first contribution in #1539

**Full...

Bermagui

What's Changed

• Update embabel-common.version to 0.1.10-SNAPSHOT by @alexheifetz in #1344
• Removed toolGroup and toolGroupRequirements according to gh-1291 by @haydenrear in #1318
• Update reference documentation to reflect #1328 by @poutsma in #1348
• Fix: handleStuck() ignoring KILLED status causing infinite replan loop by @Stuckya in #1349
• Support setting HTTP Header for LLM by @alexheifetz in #1351
• Add embabel-agent-observability by @alexheifetz in #1353
• Experimental GuardRails Integration with OpenAI SDK by @igordayen in #1347
• Manage read and connection timeout for Ollama Models by @alexheifetz in #1354
• Doc changes and additions in section 2.5 through 3.7 by @jorander in #1356
• Issue/1267 by @alexheifetz in #1366
• Remove dependencies on webmvc and servlet-api by @alexheifetz in #1367
• Improve FakePromptRunner#createObject(List, Class) by @poutsma in #1364
• Performance Enhancement by Caching JvmType children by @igordayen in #1361
• Add embabel-agent-mvcstarter by @alexheifetz in #1368
• Improve Tool execution logic by @poutsma in #1371
• Update Netty Client configuration section by @alexheifetz in #1374
• Add more detailed instructions on Bedrock Models by @alexheifetz in #1376
• Fix missing Tools Group Resolution and Tool Decorator in Streaming mode by @igordayen in #1375
• Align version with snapshots as 0.1.11-SNAPSHOT by @igordayen in #1382
• Use embabel.agent.application.name for Naming Strategy prefixes by @igordayen in #1380
• Fix: Merge consecutive ToolResponseMessages for Gemini parallel tool call by @azanux in #1385
• Fix missing Tools Group Resolution and Tool Decorator in Thinking mode: by @igordayen in #1384
• Promptrunner polishing by @poutsma in #1387
• doc: Fixes compilation error in example code in section 3.8.2. by @jorander in #1388
• embabel-chat-store integration by @jasperblues in #1373
• Better contextualName for span label by @alexheifetz in #1398
• Provide both Kotlin and Java code samples. by @jasperblues in #1395
• Add Google GenAI embedding model support by @azanux in #1389
• Experimental Configurable Feature Parallel Tool Loop by @igordayen in #1394
• Fix missing method. by @jasperblues in #1399
• Ensure that com.embabel.agent.api is not used by com.embabel.agent.spi (batch 1) by @poutsma in #1397
• feature : Add observability module (tracing, metrics, MDC) by @azanux in #1396
• Fix: reset OTel context in @beforeeach to prevent cross-test leakage on Windows. by @alexheifetz in #1401
• Update import for Ranking type by @alexheifetz in #1402
• Fix: isolate servlet-dependent beans to prevent NoClassDefFoundError by @alexheifetz in #1403
• Documentation adjustments by @igordayen in #1406
• Fixes Issue # 1404 by @alexheifetz in #1407
• Add OTel context cleanup to ChatModelObservationFilterTest by @alexheifetz in #1409
• Move LlmOperations to core.internal package by @poutsma in #1410
• Ensure that com.embabel.agent.api is not used by com.embabel.agent.spi (batch 2) by @poutsma in #1411
• Fixes # 1408 by @alexheifetz in #1416
• Allow ARN-based model IDs in Bedrock model validation by @alexheifetz in #1417
• Fixes #532 by @alexheifetz in #1415
• Add tool chaining support to PromptRunner by @johnsonr in #1419
• Prepare 0.3.4 by @alexheifetz in #1421

New Contributors

• @Stuckya made their first contribution in #1349

Full Changelog: v0.3.3...v0.3.4

Bendemeer

What's Changed

• Update to build and common for next dev iteration by @alexheifetz in #1280
• Migrate internal uses of Spring AI ToolCallback to Embabel Tool interface and implement our own tool calling loop by @johnsonr in #1276
• Fix KotlinReflectionInternalError for Java records by @alexheifetz in #1281
• Replace Llm with LlmService by @johnsonr in #1282
• Update descriptions of default process tools. by @smilyanovr in #1294
• Introduce PromptExecutionDelegate by @poutsma in #1296
• Allow nested tools by @johnsonr in #1289
• Process Pending Beans fix in DelegatingAgentScanningBeanPostProcessor by @igordayen in #1288
• Add the ability to exit the current agentic loop if a tool call requests replanning by @johnsonr in #1305
• Refine state management by @johnsonr in #1307
• fix #1285: Expose streamingLlmOperations.generateStream by @jorander in #1310
• Update LMStudioModelsConfig to differentiate and register embeddings LLMs by @josetesan in #1302
• Add validatedProperties for custom validations by @dsilahcilar in #1301
• Fixes #883 by @alexheifetz in #1315
• Fixes #1300 by @alexheifetz in #1316
• Fixed unused tools parameter in promptTransformer gh-1317 by @haydenrear in #1319
• Add AssetView concept and ensure that AgenticTool correctly returns artifacts from sub-tools by @johnsonr in #1322
• Guardrail framework for User input and LLM responses by @igordayen in #1303
• Fix property ordering for cross-platform consistency by @alexheifetz in #1335
• Remove Properties Migration Framework by @igordayen in #1332
• Fix inconsistent naming of PromptRunner sub-runners by @poutsma in #1328
• Fix self-invocation in ContextualPromptElementImpl (Updated) by @alexheifetz in #1339
• doc: Additions to section 2.1 and 2.2.2 by @jorander in #1330
• Update Maven command in deploy-snapshots.yml by @alexheifetz in #1341
• Updated per action retry using annotation and properties by @haydenrear in #1223
• Move to experimental by @alexheifetz in #1342
• Prepare Release 0.3.3 by @alexheifetz in #1343

New Contributors

• @josetesan made their first contribution in #1302
• @dsilahcilar made their first contribution in #1301

Full Changelog: v0.3.2...v0.3.3

Bendalong

What's Changed

• Update version numbers in pom.xml by @alexheifetz in #1201
• Add Gemini 3 Flash Preview model support by @azanux in #1202
• Create first version of embabel-agent-spec module that enables externalizing actions and goals by @johnsonr in #1205
• Change docling command from PDF to HTML conversion by @sikandar in #1204
• Add embabel-agent-common module by @alexheifetz in #1207
• Remove dependency on embabel-common-ai by @alexheifetz in #1208
• Remove dependency to embabel-common-ai by @alexheifetz in #1209
• Trigger to publish docs by @alexheifetz in #1210
• added action qos provider by @haydenrear in #1216
• Update Unified Banner Tool with @tool annotation by @alexheifetz in #1218
• Convert @tool back to @LLMTool in UnifiedBanner by @alexheifetz in #1220
• EMBABEL-1226: Move LM studio properties config from spring.ai to embabel.agent by @codebuster007 in #1230
• EMBABEL-1182: Add Documentation for LM Studio support by @codebuster007 in #1231
• Fix #1203 by @alexheifetz in #1234
• Fix #1232 by @alexheifetz in #1236
• Move OpenAi Converters over to agent-openai module by @alexheifetz in #1238
• Update BOM with embabel-agent-openai-compatible-autoconfigure by @alexheifetz in #1239
• Add OpenAi Compatible Autoconfigure by @alexheifetz in #1240
• Add starter for embabel-agent-openai-compatible models by @alexheifetz in #1241
• Use OpenAi Converters from agent-openai module by @alexheifetz in #1242
• Update module name to better reflect its purpose by @alexheifetz in #1244
• Document OpenAI custom models setup by @alexheifetz in #1243
• Align core DomainType and RAG NamedEntityData concepts by @johnsonr in #1246
• Thinking blocks support by @igordayen in #1219
• Property conventions for API Key configuration by @alexheifetz in #1254
• Add OpenAi apiKey validation by @alexheifetz in #1255
• Copyright Year 2026 by @alexheifetz in #1257
• Synch up README.md for shell modules by @alexheifetz in #1260
• Allow injection of ChatClientCustomizer to include additional advisors by @smilyanovr in #1261
• Architectural Diagrams addition to User Guide by @igordayen in #1258
• Introduce ability to disable validation on PromptRunner by @poutsma in #1252
• Refactor ValidationResult, ValidationError, ValidationSeverity by @igordayen in #1259
• Fixes #990 by @alexheifetz in #1263
• Revert "Fixes #990 (#1263)" by @alexheifetz in #1265
• Fixes #990 by @alexheifetz in #1266
• Update A2A SDK to 0.3.2.Final for A2A Inspector compatibility by @cpage-pivotal in #1268
• Fixes #1228 by @alexheifetz in #1269
• Update User Guide by @alexheifetz in #1270
• Update User Guide copyright year to 2026 by @alexheifetz in #1271
• Update legal entity name by @alexheifetz in #1272
• Introduce navigation on entity proxies by @johnsonr in #1274
• Polishing AnthropicModelsConfig.kt by @alexheifetz in #1277
• Update user guide with connect-timeout instructions by @alexheifetz in #1278
• Prepare 0.3.2 by @alexheifetz in #1279

New Contributors

• @sikandar made their first contribution in #1204
• @haydenrear made their first contribution in #1216
• @codebuster007 made their first contribution in #1230
• @cpage-pivotal made their first contribution in #1268

Full Changelog: v0.3.1...v0.3.2