0.2.36

Changelog

All notable changes to the aiXplain SDK will be documented in this file.

The format is based on Keep a Changelog,
and this project adheres to Semantic Versioning.

[0.2.36] - 2025-10-10

🚀 Features

• Agent & Tool Deployment: Automatic deployment of tools and agents with MCP integration (#558, #680)
  • Added MCP deploy method for seamless agent deployment
  • Enhanced tool and agent automation capabilities

🐛 Bug Fixes

• Model Pagination: Fixed pagination issue when fetching models by IDs (#643)
• Utility Function: Resolved input parsing bug in utility functions (#648)
• AgentFactory: Clear saved information properly in AgentFactory to prevent state leakage (#668)
• MCP Deployment: Fixed missing MCP deploy method (#680)

📚 Documentation

• API Reference: Updated and improved API reference documentation (#672)
• Docstrings: Added missing docstrings for evolver module (#671)
• Documentation Site: Added comprehensive docs structure (#641)

🔧 Development & Testing

• Pre-commit Configuration: Added Ruff linter pre-commit hooks for better code quality (#670, #671)
• Test Improvements:
  • Removed model deletion from tests for better reliability (#644)
  • Added time delay before searching indexes to improve test stability (#646)
• Logging: Updated lockfile logs for better debugging (#666)
• CI/CD: Updated GitHub Actions workflow configuration (#640)

👥 Contributors

Special thanks to all contributors who made this release possible:

• @ahmetgunduz
• @basitanees
• @elsheikhams99
• @xainaz
• @ikxplain
• @ayberkjs (first contribution! 🎉)

Full Changelog: 0.2.35...0.2.36

---

How to Upgrade

To upgrade to the latest version:

pip install --upgrade aiXplain

For specific version:

pip install aiXplain==0.2.36

Breaking Changes

No breaking changes in this release.

Deprecation Notices

No deprecations in this release.

0.2.35

What's Changed

• Custom inspector policy by @yunsukim86 in #620
• remove unecessary by @hadi-aix in #634
• Update utils.py by @hadi-aix in #612
• Mark inspector as private beta by @yunsukim86 in #636
• ENG-2411 Replaced AgentTask with WorkflowTask while keeping the backward compatibility by @ahmetgunduz in #637
• PROD-1840: Evolver v2 by @thiago-aixplain in #454
• Eng 2281 Add file parsing for Index by @basitanees in #551
• Remove model deletion for index tests by @basitanees in #645
• ENG 2333: Add Utility Model Support by @basitanees in #642
• updated code parse undecorated by @ahmetgunduz in #647
• ENG-2501-Evolver-Resolve-given-comments-for-standardization by @ahmetgunduz in #649
• fix tasks duplication in create team from yaml by @ahmetgunduz in #653
• Fix python version bug by @basitanees in #658
• fixes to tools by @xainaz in #664
• Fix list broken agents functionality in agent and team agent factories by @ahmetgunduz in #665

Full Changelog: 0.2.34...0.2.35

0.2.34

What's Changed

• ENG-2349: Added from dict and to dict methods by @ahmetgunduz in #567
• Update integration.py by @hadi-aix in #605
• Add support for tool recreate by @hadi-aix in #606
• Eng 2441 add support for python script integration for on prem by @hadi-aix in #607
• Eng 2327 integrate mcp server by @hadi-aix in #608
• fixing typos by @ankit0305 in #611
• elaborating error for team deployment by @xainaz in #609
• Update function_type.py by @hadi-aix in #616
• BUG-600 add proper error handling and allow Text and LLM in the input by @elsheikhams99 in #613
• Eng 2444 output format modification by @elsheikhams99 in #615
• fixed in creation of team agents, sent to payload by @xainaz in #618
• Update pyproject.toml by @ahmetgunduz in #619
• Update init.py by @ahmetgunduz in #621
• session id agent init changes by @xainaz in #603
• indentation fix by @ahmetgunduz in #622
• changed all role to instructions by @xainaz in #602
• Revert "changed all role to instructions" by @ahmetgunduz in #623
• Role to instructions by @xainaz in #624
• Update unit tests for team-agents and agents by @elsheikhams99 in #625
• Add/improve docstrings according to Google style for all classes, functions, and methods by @elsheikhams99 in #617
• Update function_type.py by @ahmetgunduz in #626
• Fix-functional-tests by @ahmetgunduz in #629
• resolve conflict with test by @ahmetgunduz in #628
• resolve conflict with test by @ahmetgunduz in #630
• Resolve conflict by @ahmetgunduz in #632
• Remove tests by @hadi-aix in #635
• Resolve-conflicts-with-main by @ahmetgunduz in #639
• Update main.yaml by @ahmetgunduz in #640
• Hotfix add docs by @ahmetgunduz in #641
• HOTFIX: BUG-616 added pagination to get model by ids by @ahmetgunduz in #643
• remove model deletion from tests by @basitanees in #644
• HOTFIX: Utility-function-bug-in-input-parsing by @ahmetgunduz in #648
• HOTFIX: Add time delay before searching indexes in tests by @basitanees in #646

New Contributors

• @ankit0305 made their first contribution in #611

Full Changelog: 0.2.33...0.2.34

0.2.33

What's Changed

• ENG-2371 functional test for pipeline run_async by @kadirpekel in #570
• Air new methods by @basitanees in #578
• Bumped model-interfaces to latest release by @mikelam-us-aixplain in #221
• Re-implement the integration.py file by @elsheikhams99 in #581
• Improve readability - fix OAUTH methods bug by @elsheikhams99 in #583
• Eng 2400 add tests, fix composio bugs by @elsheikhams99 in #585
• Add MCP Connection support by @hadi-aix in #587
• Fix integration tests in model_test.py by @elsheikhams99 in #590
• Eng 2327 integrate mcp server by @hadi-aix in #592
• Update api_key.py by @hadi-aix in #596
• Eng 2407 update rate limiting to allow 0 values by @hadi-aix in #597
• Eng 2407 update rate limiting to allow 0 values by @hadi-aix in #600
• fix BUG-591 by @ahmetgunduz in #589

New Contributors

• @elsheikhams99 made their first contribution in #581

Full Changelog: 0.2.32...0.2.33

0.2.32

What's Changed

• Added serialize function for save by @xainaz in #529
• ENG-2161: Update Model Params for Embeddings by @basitanees in #534
• Adding retrials to avoid cold start by @Muhammad-Elmallah in #531
• Prod 1785 enable adding any embedding in ai r not just embedding model by @Muhammad-Elmallah in #514
• Changed cache default to false by @xainaz in #536
• Development by @ikxplain in #537
• added filelock by @xainaz in #538
• Add filelock to requirements by @thiago-aixplain in #540
• Merge to test by @hadi-aix in #539
• cache duration by @xainaz in #541
• ErrorCode returns code in string by @yunsukim86 in #542
• ENG-2003 : Add LLM's to Agents as Object by @ahmetgunduz in #524
• ENG-2105: persist sql data by @thiago-aixplain in #528
• Custom inspector interface by @yunsukim86 in #484
• Eng 2040 ai r 2 add splitting features to the sdk by @Muhammad-Elmallah in #546
• pipeline to_dict change + fixed circular imports pipeline functional … by @xainaz in #544
• ENG-1962: composio by @thiago-aixplain in #547
• Add input target for inspectors by @yunsukim86 in #548
• ENG-1900 Refined agent deletion error messages by @kadirpekel in #543
• Merge to test by @hadi-aix in #549
• ENG-2271: Add code interpreter model ID by @lucas-aixplain in #550
• Update enums.py by @hadi-aix in #552
• Update enums.py by @hadi-aix in #554
• removed pipeline cache test by @xainaz in #556
• Functional test fix of agent in use error by @ahmetgunduz in #560
• BUG-574 Fixed functionType type handling by @kadirpekel in #561
• PROD-1833: Optional Instructions in Agents by @ahmetgunduz in #559
• fixing the tests by @Muhammad-Elmallah in #569
• Introducing prompt benchmarking by @shreyasXplain in #497

New Contributors

• @kadirpekel made their first contribution in #219
• @xainaz made their first contribution in #226
• @yunsukim86 made their first contribution in #431
• @basitanees made their first contribution in #443

Full Changelog: 0.2.31...0.2.32

0.2.31

What's Changed

• ENG-1836: Set name of tools on the SDK by @thiago-aixplain in #501
• Eng 2051 Improvements on CI flow by @kadirpekel in #509
• Add a finetuned version of BGE model by @Muhammad-Elmallah in #512
• ENG-2055-Aixplain-SDK-Centralized-Error-Handling by @ahmetgunduz in #510
• ENG-1862:Added status to Tools and deployment check for Agent and TeamAgent by @ahmetgunduz in #455
• Fix: BUG-543 SQL Tool upload db issue by @ahmetgunduz in #519
• ENG-2028: model streaming by @thiago-aixplain in #506
• BUG-542-Utility-Model-Update-Test-Failing-in-SDK by @ahmetgunduz in #515
• ENG-2115 fixing agent tests by @thiago-aixplain in #522
• ENG-1551 ai xplain sdk caching onboarded models pipelines and agents by @xainaz in #389
• Bug 531: standardize asset names by @OsujiCC in #521
• BUG-547: fixed asset issue by @xainaz in #526
• BUG-546: Make functional test more stable by @thiago-aixplain in #525
• ENG-2100: Enable JSON schema as output format by @thiago-aixplain in #513

Full Changelog: 0.2.30...0.2.31

0.2.30

What's Changed

• [HOTFIX] Adding Finetuned BGM Embedding model by @Muhammad-Elmallah in #516

Full Changelog: 0.2.29...0.2.30

0.2.29

What's Changed

• BUG-447: Renamed decision node output param along with dataSourceId c… by @kadirpekel in #461
• ENG-1933: Add two new embedding models to aiR (BGE, E5) by @Muhammad-Elmallah in #478
• Eng 1933 add both e 5 and bge models to ai r by @Muhammad-Elmallah in #480
• BUG-377: Handle case when agent function is none by @lucas-aixplain in #482
• BUG-482: model tool creation does not check status of model by @ahmetgunduz in #481
• Eng 1852 Parallelizing functional tests during CI process by @kadirpekel in #462
• ENG-1852: Hotfix, added fail-fast option by @kadirpekel in #488
• BUG-503 failed to update utility tool after getFix: BUG-503 failed to update utility tool after get by @ahmetgunduz in #491
• Bug-503-fix Update by @ahmetgunduz in #493
• ENG-1920: added sentry cred by @xainaz in #476
• BUG-515: Read input variables correctly by @thiago-aixplain in #496
• Fix: file not deleted in test_sql_tool_with_csv test by @ahmetgunduz in #492
• ENG-2007: Fix agent and team agent parametrized functional test - Sync with dev by @lucas-aixplain in #495
• ENG-1789: Add multiple index backbones support by @basitanees in #443
• ENG-2049: rename air functions by @thiago-aixplain in #500
• ENG 1924: aixplain sdk new test cases for agents using utility and pipeline tools. by @OsujiCC in #490
• Add pydantic requirement by @basitanees in #502
• ENG-1978: Adding instructions to teams by @thiago-aixplain in #485
• BUG-504: Merged paramMappings for the same link vectors by @kadirpekel in #499

New Contributors

• @kadirpekel made their first contribution in #219
• @xainaz made their first contribution in #226
• @Muhammad-Elmallah made their first contribution in #456
• @basitanees made their first contribution in #443

Full Changelog: 0.2.28...0.2.29

0.2.28

What's Changed

• ENG-1392: SQL tool in Agents by @thiago-aixplain in #400
• ENG-1627: Enable mentalist without inspector by @OsujiCC in #408
• BUG-314: Fix local path for LLM's by @ahmetgunduz in #405
• ENG-791: Pipeline Response Changes by @xainaz in #282
• BUG-400: pipeline_test tests fixed by @kadirpekel in #409
• BUG-382: Fixing validation of team and agents by @kadirpekel in #406
• BUG-402: Setting the version of the pipeline appropriately by @thiago-aixplain in #410
• BUG-382 tests fixed by @kadirpekel in #415
• BUG-396: Fix ModelFactory.get() calls in agent/team_agent.create() by @lucas-aixplain in #411
• 'tatus ->status bug fixed ' by @ahmetgunduz in #416
• BUG-382: fixed tests by @kadirpekel in #418
• removed pipeline test file by @xainaz in #425
• Eng 1392 sqllite by @ahmetgunduz in #421
• Bug 431 by @kadirpekel in #429
• BUG-419: Update finetune functional tests by @lucas-aixplain in #432
• Utility model bulk bugs by @ahmetgunduz in #430
• Source type as ENUM for create sql tool by @ahmetgunduz in #428
• ENG-1649: Name parameter set for tools by @ahmetgunduz in #419
• Added type checking of source_type for SQLTool and updated tests by @ahmetgunduz in #436
• Eng 1649 agentification improve tool intermediate steps for better visualization by @ahmetgunduz in #437
• ENG-1734: Add new inspector arguments by @yunsukim86 in #431
• BUG-443:Fix the table name setting of CSV Tool by @ahmetgunduz in #447
• Add SDK functional tests workflow to main. by @ikxplain in #451
• ENG-1842: Utility asset status set to draft as default by @ahmetgunduz in #449
• ENG-1858: Adding pipeline ID and poll URL on execution logs by @thiago-aixplain in #453
• ENG-1846: HOTFIX - Fix Finetune functional tests and problematic unit tests by @lucas-aixplain in #446
• Team agent functional tests fix by @yunsukim86 in #450
• BUG-453: Fix metadata naming syntax by @thiago-aixplain in #452
• Revert "Team agent functional tests fix" by @lucas-aixplain in #457
• ENG-1616: Enable embedding models for air v2 by @thiago-aixplain in #403
• Sync with tests by @ikxplain in #424
• ENG-1899: Fixing test model ids test by @thiago-aixplain in #466
• ENG-1904: Set unique api key name in api key functional test by @lucas-aixplain in #467
• ENG-1832 add air 2 functionalities to the sdk by @Muhammad-Elmallah in #456
• BUG-463: Fix when When Utility model code updated inputs should also be updated by @ahmetgunduz in #464
• BUG-460: raise error if poll fails by @xainaz in #463
• ENG-1830: Setting default tool description by @thiago-aixplain in #442
• ENG-1835: aixplain sdk objectify responses from team agents by @OsujiCC in #448
• ENG 1908: aixplain sdk update the agent warning message by @OsujiCC in #469
• Bump jinja2 from 3.1.4 to 3.1.6 by @dependabot in #420
• ENG-1851: Update test and main workflows to run unit tests - Sync with dev by @lucas-aixplain in #473
• ENG-1917: Fix team agent parametrized functional test - Sync with dev by @lucas-aixplain in #471

New Contributors

• @hadi-aix made their first contribution in #209
• @kadirpekel made their first contribution in #219
• @xainaz made their first contribution in #226
• @OsujiCC made their first contribution in #362
• @yunsukim86 made their first contribution in #431
• @Muhammad-Elmallah made their first contribution in #456

Full Changelog: 0.2.27...0.2.28

0.2.27

What's Changed

• HOT FIX: Quick started error with custom python tool by @ahmetgunduz in #401

Full Changelog: 0.2.26...0.2.27