v3.18.1

3.18.1 (2026-03-11)

• chore: update container with stable image tags for backend and frontend deployments (591cc0d)
• fix: update container image tags for backend and frontend deployments (df549f5)

v3.18.0

3.18.0 (2026-03-10)

• refactor: Agent framework v2 changes (521ba9e)
• refactor: Agent framework v2 changes. (88ee0c8)
• refactor: Conversation Processing with Agent-Based Topic Mining (b050197)
• refactor: enhance postprovision hooks with virtual environment setup and agent creation instructions (baee7e5)
• refactor: separate search service module to enable managed identity to reduce deployment time (b095e1c)
• refactor: update section title from Semantic Kernel to Agent Framework in Technical Architecture doc (207db73)
• add agent creation python script and update deployment documentation for script (c1649d1)
• Add Agent Framework v2 configuration variables to Local Development Setup guide (b702d91)
• Add Azure re-authentication steps to refresh OIDC token in deployment workflows (812d6ae)
• Add logging configuration to suppress warnings from agent_framework in data processing scripts and c (5bf2982)
• Agent framework v2 changes - Refactor agent factories and services: remove unused agent factory clas (cf4219a)
• combined Ubuntu & Windows workflows into a single pipeline (2f92a3c)
• Enhance agent creation script to safely parse output and update environment variables; update .env.s (4073e01)
• Enhance citation handling in ChatService to prevent duplicates and improve title extraction; update (608ed16)
• Fix testcase - agentframework v2 - Refactor tests for ChatWithDataPlugin, ChatService, HistoryServic (18d24d0)
• fix to manage AI Foundry public network access during agent creation (cdcd727)
• generated main.json (94cf6e3)
• Merge branch 'dev' into hb-psl-reduce-srch-time (c5eabe1)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (bb29a5c)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (9b82bfd)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (d51feda)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (fb28930)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (167e1a7)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (a550a0c)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (81c068b)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (57ee604)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (89eea3d)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (9363ddc)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (4868365)
• Merge branch 'km-agentframework-v2' of https://github.com/microsoft/Conversation-Knowledge-Mining-So (d908a93)
• Merge pull request #771 from microsoft/hb-psl-reduce-srch-time (f70f4b8), closes #771
• Merge pull request #783 from microsoft/psl-oidc (7e4a07c), closes #783
• Merge pull request #792 from microsoft/dev (a1f8053), closes #792
• Merge pull request #793 from microsoft/main (b0a95ab), closes #793
• Merge pull request #799 from microsoft/psl-dependabotchanges (13eedaf), closes #799
• Merge pull request #800 from microsoft/km-agentframework-v2 (f7c5dbc), closes #800
• Merge pull request #804 from microsoft/psl-pk-avm-afv2 (7c668a9), closes #804
• Merge remote-tracking branch 'origin/dev' into km-agentframework-v2 (d01dc97)
• Migrated GitHub Actions authentication from client secrets to OIDC (5b17193)
• rebuilt main.json (2c136e7)
• Refactor AI Foundry resource ID references to standardize naming across Bicep, JSON, and script file (c758670)
• Refactor AVM Post Deployment Guide to update steps for creating and activating Python virtual enviro (67f9f46)
• Refactor citation handling in ChatService to improve duplicate tracking and streamline title extract (4c3ad82)
• Refactor citation handling in ChatService to simplify unique citation tracking and formatting (b788051)
• Refactor citation list construction to use json.dumps for improved JSON formatting (04c8348)
• Refactor credential patching in test cases to use AsyncMock for improved async handling (f57f06f)
• Refactor data processing scripts and enhance agent integration (673ff45)
• Refactor database connection handling and improve error logging in data processing scripts (36d2107)
• Refactor HistoryService and ChatService to use AzureAIProjectAgentProvider ([7921c39](https://github.com/...

v3.17.9

3.17.9 (2026-02-23)

• chore: dev changes to main branch (de077da)
• chore(deps): bump aiohttp from 3.12.15 to 3.13.3 in /src/api (4c106d3)
• add screenshot capture on test failure and create screenshots directory (dd77c78)
• Bump mdast-util-to-hast from 13.2.0 to 13.2.1 in /src/App (5c69352)
• Bump node-forge from 1.3.1 to 1.3.3 in /src/App (f8f5c7d)
• Call the variable outside the resource (92c2d7f)
• Fixed the tag issue (4b3a000)
• Merge branch 'main' into dependabotchanges (e6e7498)
• Merge pull request #757 from microsoft/main (0ced258), closes #757
• Merge pull request #763 from microsoft/dev (c38b3af), closes #763
• Merge pull request #765 from microsoft/dependabotchanges (c4ef1da), closes #765
• Merge pull request #767 from microsoft/psl-troubleshooting-docm (56bae09), closes #767
• Merge pull request #772 from microsoft/psl-tag-issue (2aa4d2d), closes #772
• Merge pull request #773 from microsoft/cross-link-references (3216aa2), closes #773
• Merge pull request #774 from microsoft/psl-tag-issue (e6f55f2), closes #774
• package updates (7126476)
• pushingg lock file (9b5b14b)
• Regenerated the main.json file (29aa93a)
• remove lock file (7a90bd4)
• Review Comment fixed package reverted back tol higer package version it will not impact if we used f (9656c5d)
• Update Troubleshoot doc (eacad94)
• updated (64b0323)
• updated (0249f95)
• docs: enhance data format examples in customization guide (015fa73)
• docs: Update README with AI and Data playbook links (3eb7ec0)
• fix: sync package-lock.json with package.json after dependabot update. (687f5c5)
• build: bump axios from 1.13.2 to 1.13.5 in /src/App (a25cedb)
• build: bump jsonpath from 1.1.1 to 1.2.0 in /src/App (a97d30e)
• build: bump lodash from 4.17.21 to 4.17.23 in /src/App (#749) (ff62063), closes #749
• build: bump lodash-es from 4.17.22 to 4.17.23 in /src/App (d6728e7)
• build: bump pypdf from 6.5.0 to 6.6.2 in /infra/scripts/index_scripts (#753) (7038055), closes #753
• build: bump qs from 6.14.1 to 6.14.2 in /src/App (bea657c)
• build: bump the backend-deps group in /src/api with 12 updates (46b4ad1)
• build: bump the backend-deps group in /src/api with 14 updates (366f0a0)
• build: bump the frontend-deps group in /src/App with 13 updates (94096c6)
• build: bump the frontend-deps group in /src/App with 8 updates (b610e82)
• build: bump the github-actions group with 2 updates (1fbfda8)
• build: bump the github-actions group with 2 updates (2d24762)
• build: bump the index-scripts-deps group (735d73d)
• build: bump the index-scripts-deps group (83c45ac)
• test: add screenshots for failed testcases in test automation (4b35386)

v3.17.8

3.17.8 (2026-01-28)

• Add retry logic for uploading files to storage account (87ab280)
• Add usecase parameter to paramter files (ffed96d)
• Add wait logic for role assignment propagation (9417889)
• Added back e2e Job condition (55a817d)
• Added ODBC Driver installation step and enhance user/service principal identification in scripts (bab1d03)
• added sample data processing step (edad86b)
• Changed tag to latest_waf (d9c4c16)
• Enabled send-notification job (0038a3f)
• Enhance SQL role assignment script to support service principal (69d6a17)
• fix the issue with devcontainer (7eb915e)
• Merge pull request #748 from microsoft/Smoke-Testing-Pipeline-Integration (7deb88d), closes #748
• Merge pull request #756 from microsoft/dev-con-issue (4207d7f), closes #756
• Minor fix (ced3d90)
• Modified Post Deployment Script to Support both User and ServicePrincipal types (526e8db)
• Refine help text for roles-json argument in SQL roles assignment script (5f7dfcf)
• Resolved Copilet comments-2 (428c685)
• Resolved copilet suggestions (855736c)
• Set PYTHONIOENCODING to utf-8 for process_sample_data steps (0269657)
• Update ODBC Driver installation step (8632250)
• Update ODBC Driver installation to use PowerShell for Windows (67812f7)
• Updated user creation logic in SQL roles assignment script to simplify handling of service principal (26562e8)
• fix: Update test execution logic for Azure environment use cases and enhance report paths (28b3fe1)
• fix: Update workflow names for Linux and Windows deployment to include versioning (fa699fb)

v3.17.7

3.17.7 (2026-01-27)

• add node in devcontainer configuration (166a0f6)
• Change roleName to Custom Data Contributor with unique string (a23b5ea)
• Implemented custom developer experince (eacfc19)
• Merge branch 'dev' into ve-devEXP (c5eef9c)
• Merge pull request #703 from microsoft/ve-devEXP (d10620f), closes #703
• Merge pull request #751 from microsoft/main (ec27847), closes #751
• Merge pull request #754 from microsoft/dev (fd5c30a), closes #754
• Merge remote-tracking branch 'origin/dev' into ve-devEXP (c80eec6)
• Refine parameter descriptions in main_custom.bicep (b4a492f)
• Update Bicep modules and parameters for AI services (3a5b012)
• update custom data format (ef30e17)
• fix: fix for citation numbers displayed in the response do not match the referenced links (824a769)
• fix: Ignore parse errors for incomplete JSON chunks during streaming (885188c)
• fix: improve citation mapping logic to handle out-of-range markers and maintain citation order (743ec53)
• fix: remove unnecessary whitespace and improve citation filtering logic (0122939)
• fix: silently ignore parse errors for incomplete JSON chunks during streaming (3f5ae2e)
• fix: streamline citation handling in test cases by using RunStepToolCallDetails directly (cb40a58)
• test: add unit tests for citation mapping with out-of-order and out-of-range markers (bb1d95f)
• test: add unit tests for handling out-of-range and repeated citation markers (5cd6b97)
• refactor: Clean up azure.yaml by removing unused infrastructure and service configurations (6527e40)
• refactor: enhance citation handling in conversation and chat plugins (afadcc2)
• refactor: Simplify webapp packaging scripts and update build process for Azure deployment (6e81262)
• refactor: Update .env file to set REACT_APP_API_BASE_URL directly (0328702)
• refactor: update webapp packaging scripts and improve output messages (c4d4896)
• refactor: Update webapp packaging scripts to write API URL to .env.production.local (3ce0aa7)
• refactor: Update YAML configurations and enhance service hooks for API and webapp (5b20563)
• docs: Add instructions for deploying local changes in Deployment Guide (bcc518f)
• docs: enhance data format examples in customization guide (48874c9)
• docs: enhance data format examples in customization guide (edc704a)
• docs: update custom data format (75b9d3f)

v3.17.6

3.17.6 (2026-01-19)

• fix: Improve field access safety and duration parsing to prevent runtime exceptions (28688c5)
• Add try-except for duration parsing to handle ValueError and TypeError gracefully (623ce40)
• Extract conversation ID from file name for improved data processing (a0d1bd2)
• Refactor to use get_field_value() for safer field access to avoid KeyError exceptions (ed3bfdd)

v3.17.5

3.17.5 (2026-01-19)

• chore: Dev to main (5941af3)
• chore: merge dev to dependabotchanges (ab471d5)
• add smoke testing automation for both telecom and ithelpdesk usecase (8a0cd54)
• Added usecase input paramter to pipelines (b33b2cf)
• Fix formatting and update deployment instructions (353bf53)
• Map Exp to Notification Job (596695a)
• Merge branch 'dev' into psl-input-doc (99c718e)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (e1f3089)
• Merge pull request #733 from microsoft/psl-fix-pipeline-failures (d04a722), closes #733
• Merge pull request #738 from microsoft/fix-exp-dependency (3c3b327), closes #738
• Skip e2e testing (9eabbb5)
• target the dependabotchanges branch instead of main (e77fbbd)
• Update Deployment Guide with Azure authentication steps (f61a259)
• test: add smoke testing automation for telecom and ithelpdesk usecases (3a5676e)
• test: update logging message for billing issues data validation in telecom smoke test to fix codeql (469eb2a)
• fix: Dependabotchanges to dev (e061ea2)
• fix: enhance response guidelines for handling conversation history and chart generation (b1fa83f)
• fix: Refine Agent Instructions for Context Reuse and Chart Accuracy (1879be7)
• fix: refine conversation history handling and response guidelines in agent logic (236d3e9)
• fix: refine handling of conversation history and citation markers in agent responses (65606b1)
• fix: target the dependabotchanges branch instead of main (c984878)
• fix: update logging message for billing issues data validation in telecom smoke test (8052420)
• refactor: update EXP input handling in deployment workflows (769fb79)
• ci: fixed pipeline failures (0406a99)
• docs: Update Deployment Guide with Azure authentication steps (0e606bc)
• build: bump the backend-deps group in /src/api with 2 updates (a7d8b28)

v3.17.4

3.17.4 (2026-01-12)

• fix: consistemcy in commands used (13da5e7)
• fix: dependent Bot changes - Update GitHub Actions Workflows and Backend/Frontend Dependencies (ab6e7a7)
• fix: dev to main (f795c83)
• Add CKM localhost screenshot and update LocalDebuggingSetup documentation (9f235e5)
• Add comprehensive Local Development Setup guide for Windows and Linux (c349aee)
• copilot feedback enhancements (44732e1)
• Delete documents/LocalDebuggingSetup.md (78b69ac)
• feedback changes (5ed9403)
• Fix image path case sensitivity in LocalDebuggingSetup.md (546a9c9)
• Fix section numbering in LocalDeploymentSetup.md (bae368b)
• fixed broken link (cec1435)
• fixed broken links (3fe32e2)
• fixed links (011dd86)
• Merge branch 'ckmloc' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Acceler (8100f84)
• Merge branch 'dev' into readme-update (e389224)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (ce8ae22)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (697e396)
• Merge branch 'dev' of https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerato (82e983e)
• Merge branch 'main' into dev (5a97ac2)
• Merge dev branch, keeping local DeploymentGuide.md (608ed87)
• Merge pull request #686 from microsoft/ckmloc (e301e3e), closes #686
• Merge remote-tracking branch 'origin/dev' into ckmloc (3ff2e99)
• new commented changes added (1fcca2a)
• readme update v1 (659323b)
• Resolve Conflict (43c1c32)
• Resolved Pawan's comments (fc87da1)
• troubleshooting (551828d)
• Update LocalDebuggingSetup.md: Format code blocks for better readability (c624ca5)
• Updated as per the comments (167337b)
• Updated Local Setup guide (e9de57a)
• Updated the fonts (841cb03)
• updated with new steps (a1816c0)
• Verified and updated the matric data command (5d46e05)
• chore: downgrade React and TypeScript dependencies to compatible versions (ab4a798)
• chore: Resolve Conflict in deploy-KMGeneric.yml (a6ec1c5)
• chore: revert semantic-kernel and openai package versions in requirements.txt (81e6367)
• chore: update package versions in requirements and package-lock files (c30637c)
• docs: Down merge main to dev (9858395)
• docs: Revise structure and enhance Deployment Guide (5f48953)
• build: bump the backend-deps group in /src/api with 14 updates (97b6a09)
• build: bump the backend-deps group in /src/api with 14 updates (8d7c331)
• build: bump the frontend-deps group in /src/App with 14 updates (1e5eac7)
• build: bump the frontend-deps group in /src/App with 14 updates (3ca452a)
• build: bump the github-actions group with 3 updates (055a065)
• build: bump the github-actions group with 4 updates (50009af)

v3.17.3

3.17.3 (2026-01-12)

• fix: add ODBC Driver 17 for sql when process custom data (6f493b5)
• add ODBC Driver 17 for sql (355fee2)

v3.17.2

3.17.2 (2026-01-12)

• Add Permissions (779468f)
• Added validation step for Inputs and Map Inputs to env (580354f)
• changes for customize your data (860e48a)
• Execute CI/CD workflows only when relevant files are modified (f7c4fb7)
• fixed deployment issue (1c140f0)
• fixed pipe line (ec24e82)
• Merge pull request #684 from microsoft/PSL-US-27513 (3890623), closes #684
• Merge pull request #708 from microsoft/avm-guide-update (0f56338), closes #708
• Merge pull request #709 from microsoft/dev (8631dcc), closes #709
• Merge pull request #716 from microsoft/dev (4203b4b), closes #716
• Merge pull request #725 from microsoft/psl-fix-security-vulnerabilities (73e669e), closes #725
• fix: Refactor Azure CLI setup and environment variable handling in workflow files (54beb0b)
• docs: Update deployment guide and README for VS Code web links (c343b2f)
• docs: Update deployment guide and README for VS Code web links (a427a43)
• docs: Update Local Debugging Setup instructions for SQL Server admin settings (9c3bc30)
• docs: Update Local Debugging Setup instructions for SQL Server admin settings (898dd4c)
• docs: Update Local Debugging Setup instructions for SQL Server admin settings (1fc4868)
• docs: Update VS Code Web link in Deployment Guide (f1c6a0f)
• docs: Updated the deployment guide based on latetst changes (00c6125)