Lightspeed Stack version 0.4.3.1

What's Changed

• Bump-up LiteLLM by @tisnik in #1905

Full Changelog: 0.4.3...0.4.3.1

Lightspeed Stack version 0.4.3

What's Changed

• LCORE-2502: Bump-up urllib3 by @tisnik in #1902

Full Changelog: 0.4.2...0.4.3

Lightspeed Stack version 0.6.0rc2

What's Changed

• LCORE-1964: Work files used by Konflux infrastructure pollute the top level in LCORE repositories by @syedriko in #1727
• LCORE-2247: Move renovate.json to different location outside root by @tisnik in #1730
• LCORE-2229: Updated link to the proper tag by @tisnik in #1731
• LCORE-2168: more unit tests for configuration loading by @tisnik in #1732
• LCORE-1878: Update L&L slides by @are-ces in #1733
• LCORE- Update make target to only format src and test directories by @samdoran in #1728
• LCORE- Create a non-writeable directory instead of assuming a path exists on the test system by @samdoran in #1729
• LCORE-2247: Move dockerfiles out of root dir by @radofuchs in #1735
• LCORE-1723: Cross-Encoder Reranking for enhanced RAG by @Anxhela21 in #1566
• LCORE-1720: LCORE package release by @tisnik in #1738
• LCORE-2168: more unit tests for configuration loading by @tisnik in #1739
• LCORE-2118: Add Claude Code skill for Dependabot CVE triage by @are-ces in #1740
• LCORE-2035 Add the logic for updating proper run.yaml file in konflux by @radofuchs in #1741
• LCORE-1356: Updated configuration doc by @tisnik in #1745
• LCORE-2168: Finish config loaging (unit tests) by @tisnik in #1746
• LCORE-2260: Fixed TLS config unit tests, added new tests, enhanced negative test cases by @tisnik in #1748
• LCORE-1817: Update dependencies by @tisnik in #1747
• LCORE-2264: Unit tests for checking the model for a class PostgreSQLDatabaseConfiguration by @tisnik in #1749
• LCORE-1817: Update dependencies by @tisnik in #1750
• LCORE-2306: Fixed Konflux package list script by @tisnik in #1751
• LCORE-2249: CVE in urllib3 by @tisnik in #1753
• LCORE-622: ssl_mode in PostgreSQL configuration should contain just limited set of values by @tisnik in #1754
• LCORE-2251: Bump-up uv for hermetic build by @tisnik in #1757
• LCORE-1446: Add support for metadata filters in Solr vector search by @anik120 in #1581
• LCORE-2251: CVE-free uv for hermetic build by @tisnik in #1759
• LCORE-1231: pip for Konflux build by @tisnik in #1762
• LCORE-623: proper gss_encmode config type in PostgreSQL configuration by @tisnik in #1761
• LCORE-1817: Update dependencies by @tisnik in #1763
• LCORE-2140: Proper type hint (nit) by @tisnik in #1764
• Update Konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1743
• LCORE-1275: Bump-up pip to 26.0 [dev] by @tisnik in #1767
• LCORE-1636: Updated versions info by @tisnik in #1768
• LCORE-2303: Bump-up pip to version 26.1 (incl. hermetic build setting) by @tisnik in #1769
• LCORE-2315: Fix CVE in idna by @tisnik in #1771
• RHOKP-1361: enable deep-linking using correct online and offline… by @Jared-Sprague in #1770
• LCORE-1652: Add release candidates versions by @tisnik in #1772
• LCORE-1872: Launch Llama Stack container via Makefile orchestration by @anik120 in #1760
• LCORE-1834: MCP Approval Configuration by @asimurka in #1773
• LCORE-2072: Add SkillsConfiguration model to config file by @anik120 in #1736
• LCORE-1861: config toggle for degraded mode by @tisnik in #1777
• LCORE-2077: Document Agent Skills feature by @are-ces in #1776
• LCORE-2035: Add logic for tunnel and interception proxies on konflux by @radofuchs in #1758
• LCORE-2318: Options to wait for Llama Stack by @tisnik in #1780
• LCORE-1858: degraded mode support by @tisnik in #1781
• LCORE-1817: Update dependencies by @tisnik in #1782
• LCORE-1880: Refactor of responses models dumping by @asimurka in #1645
• LCORE-1880: Reorganize models by @asimurka in #1694
• chore(deps): update konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1778
• LCORE-2320: in-memory config unit tests by @tisnik in #1784
• LCORE-1838: Wire MCP require approval by @asimurka in #1774
• LCORE-2320: (nit) Optional type by @tisnik in #1783
• LCORE-1817: Updated dependencies by @tisnik in #1785
• LCORE-2324: Fixed Konflux script by @tisnik in #1789
• LCORE-1518: Skip model authentication against Azure by @asimurka in #1766
• LCORE-1817: Bump-up Cachetools [Konflux] by @tisnik in #1790
• LCORE-2334: use specific rule codes in type ignore comments by @tisnik in #1791
• LCORE-1817: Bump-up LiteLLM by @tisnik in #1792
• LCORE-2334: use specific rule codes by @tisnik in #1793
• LCORE-1817: Bump-up Certify [Konflux] by @tisnik in #1794
• LCORE-1856: Doc about degraded mode by @tisnik in #1797
• LCORE-1571: Extend conversation cache for compaction summaries by @max-svistunov in #1795
• LCORE-2079: added agent skills e2e feature file by @jrobertboos in #1742
• LCORE-836 spike: merge run.yaml into lightspeed-stack.yaml by @max-svistunov in #1580
• LCORE-694: add skip_for_health_probes support to jwk-token and api-key-token auth modules by @Jos-Jerus in #1788
• LCORE-836: spike-finalize — strip PoC evidence, fix spec placeholder by @max-svistunov in #1799
• LCORE-1817: Bump-up chardet [Konflux] by @tisnik in #1798
• LCORE-2011: Cryptography CVE fix by @tisnik in #1801
• LCORE-2334: use specific rule codes by @tisnik in #1803
• LCORE-1872: Fix llama-stack container startup issues by @anik120 in #1800
• RSPEED-3116: explicitly set type='mcp' on InputToolMCP constructions by @major in #1805
• LCORE-2011: Updated deps by @tisnik in #1808
• LCORE-1356: Regenerated doc by @tisnik in #1809
• LCORE-2356: update service version by @tisnik in #1810
• LCORE-2360: CVE-2026-48710 by @tisnik in #1811

New Contributors

• @Jos-Jerus made their first contribution in #1788

Full Changelog: 0.6.0rc1...0.6.0rc2

Lightspeed Stack version 0.6.0rc1

What's Changed

• LCORE-1608: improve docstrings in LCORE repository by @tisnik in #1444
• LCORE-1632 Feature design process: improvements by @max-svistunov in #1445
• LCORE-716: Refactor duplicate integration/endpoints tests to parameterized tests by @anik120 in #1394
• LCORE-1608: Updated docstrings in auth unit tests by @tisnik in #1448
• LCORE-870: Add AWS Bedrock inference provider support by @are-ces in #1449
• LCORE-1714: proper markers for asyncio tests by @tisnik in #1451
• LCORE-1441: Updated dependencies by @tisnik in #1452
• LCORE-1441: Update Konflux deps by @tisnik in #1453
• LCORE-1609: Improved docstrings in scripts by @tisnik in #1454
• LCORE-1692: Fixed CVE in AIOHTTP package by @tisnik in #1455
• LCORE-1441: Updated deps by @tisnik in #1456
• LCORE-1608: improved docstrings in unit tests by @tisnik in #1457
• chore(deps): update konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1450
• LCORE-1608: more fixes of docstrings in unit tests by @tisnik in #1460
• LCORE-1596: Branching graphs by @tisnik in #1461
• RSPEED-2809: Add shield moderation to rlsapi_v1 /infer endpoint by @major in #1462
• LCORE-1441: Updated Konflux dependencies by @tisnik in #1464
• LCORE-1607: specific rules to ignore types by @tisnik in #1465
• LCORE-1715: Fixes in LiteLLM package by @tisnik in #1466
• LCORE-1472: use single config set by @radofuchs in #1467
• RSPEED-2809: Reduce infer_endpoint cyclomatic complexity by @major in #1463
• RSPEED-2820: add rlsapi_v1 config section with quota enforcement by @major in #1469
• LCORE-1356: Updated config docs by @tisnik in #1470
• LCORE-1566: Update llama stack to 0.6.0 by @jrobertboos in #1396
• LCORE-1356: Updated OpenAPI schema by @tisnik in #1472
• LCORE-1472: fix llama hostname in tests by @radofuchs in #1474
• LCORE-1441: Fixed Maturin version by @tisnik in #1476
• LCORE-1633 Apply server-side system prompt resolution to /responses endpoint by @r0x0d in #1446
• LCORE-1718: Fixed CVE in LiteLLM by @tisnik in #1477
• RSPEED-2827: validate model exists before rlsapi_v1 inference by @major in #1471
• LCORE-1614: Fix tests on konflux by @radofuchs in #1458
• LCORE-1605: Commented CodeRabbitAI configuration by @tisnik in #1478
• LCORE-1730: CodeRabbitAI demo by @tisnik in #1479
• LCORE-1730: Link to demos by @tisnik in #1480
• LCORE-716: integration tests for conversation management endpoints by @anik120 in #1362
• Update Konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1481
• LCORE-1348: Regenerated OpenAPI doc by @tisnik in #1486
• LCORE-607: Info about PR sizes in Contributing guide by @tisnik in #1485
• LCORE-1348: better docstrings for REST API endpoints by @tisnik in #1487
• LCORE-1441: Updated deps by @tisnik in #1488
• LCORE-1441: Updated deps by @tisnik in #1489
• LCORE-1348: better docstrings for REST API endpoints, part 2 by @tisnik in #1491
• LCORE-1348: field description for models by @tisnik in #1493
• LCORE-1441: Konflux: a2a SDK bump-up by @tisnik in #1494
• LCORE-1472: test structure update by @radofuchs in #1490
• LCORE-1617 Centralize Llama Stack Vector Store by @JslYoon in #1473
• LCORE-1610: Update dependencies by @tisnik in #1497
• LCORE-1472: Lcore 1472 improve ci time by @radofuchs in #1498
• LCORE-1472: Add e2e retriy capability by @radofuchs in #1500
• LCORE-1819: Fixed Markdown format by @tisnik in #1501
• LCORE-1821: Fixed Markdown by @tisnik in #1503
• LCORE-1841: Stub for LnL 2026 by @tisnik in #1506
• LCORE-1841: Added link to demo - LnL by @tisnik in #1507
• LCORE-1616 /v1/responses support for MCP tool merging (goose agent support) by @dprince in #1435
• LCORE-1348: Updated OpenAPI schema by @tisnik in #1508
• RSPEED-2857: Fix rlsapi Splunk telemetry reporting total_llm_tokens as zero by @major in #1502
• LCORE-1592: the stub by @tisnik in #1509
• LCORE-1596: Added links to all Jiras by @tisnik in #1513
• LCORE-1592: Design doc by @tisnik in #1522
• RSPEED-2875: bump /v1/infer question limit to 32KB and add /v1/responses body size validator by @Lifto in #1510
• LCORE-1882: Fixed CVE in Authlib by @tisnik in #1527
• LCORE-1883: bump-up PyPDF for Konflux build by @tisnik in #1528
• LCORE-1891: Try to use final types in constants by @tisnik in #1529
• LCORE-1890: Bump-up sentence transformers by @tisnik in #1531
• LCORE-1891: use final types in constants by @tisnik in #1533
• LCORE-1761: Pillow fix by @tisnik in #1535
• LCORE-1881: Fixes CVE in authlib by @tisnik in #1536
• LCORE-1888: Fixed CVE in python-multipart package by @tisnik in #1539
• LCORE-1891: Fixed problems in index.md by @tisnik in #1540
• LCORE-1472: remove unnecessary steps by @radofuchs in #1538
• LCORE-1931: Fixed issues in test_vector_store_request.py by @tisnik in #1542
• LCORE-1849: Fail test if expected model is not in the connectivity ch… by @radofuchs in #1541
• LCORE-1877: Added Prompts API by @asimurka in #1526
• LCORE-1346: Updated OpenAPI spec by @tisnik in #1545
• LCORE-1880: Refactor of 413 response by @asimurka in #1543
• LCORE-1346: Updated list of REST API endpoints by @tisnik in #1547
• LCORE-1836: Prompt REST API endpoints documentation by @tisnik in #1549
• RSPEED-2867: Extract RH identity context to shared utility by @major in #1548
• RSPEED-2867: Add ResponsesEventData format and builder by @major in #1550
• RSPEED-2885: filter internal details from /v1/responses stream by @Lifto in #1524
• LCORE-1880: Refactor of FileTooLarge responses by @asimurka in h...

Lightspeed Stack version 0.5.1

What's Changed

• konflux: hermetic build by @raptorsun in #1516
• Red Hat Konflux kflux-prd-rh02 update lightspeed-stack-release-0-5 by @red-hat-konflux-kflux-prd-rh02[bot] in #1515
• LCORE-1780: Cherry Picked #1473 For 0.5.1 by @jrobertboos in #1505
• LCORE-1780: semver by @jrobertboos in #1523

Full Changelog: 0.5.0...0.5.1

Lightspeed Stack version 0.5.0

What's Changed

• LCORE-1326: Updated dependencies by @tisnik in #1295
• LCORE-1326: Updated Konflux dependencies by @tisnik in #1296
• LCORE-1438: Use removeprefix method by @tisnik in #1298
• LCORE-1437: Enable linter rule B010 by @tisnik in #1297
• LCORE-1439: print all commands during Konflux requirements generation by @tisnik in #1299
• LCORE-1285: Update Llama Stack to 0.5.2 by @jrobertboos in #1293
• recommend uv run instead of python in rag_guide.md by @mwcz in #1302
• LCORE-1438: better string format by @tisnik in #1303
• LCORE-1438: short returns by @tisnik in #1306
• LCORE-1449: Use proper type specification by @tisnik in #1307
• LCORE-1438: minor refactoring by @tisnik in #1308
• LCORE-1423: BYOK Inline and Tool RAG integration tests by @are-ces in #1292
• LCORE-1377 Parse index name from chunk metadata source attribute by @max-svistunov in #1300
• fix logic in e2e tests to handle all providers by @radofuchs in #1309
• add chunk_family_fields to okp enrichment config by @mwcz in #1304
• LCORE-1438: nit: open file without open mode parameters by @tisnik in #1312
• LCORE-1326: Update dependencies + CVE fix by @tisnik in #1311
• LCORE-1409: Refactor of shield moderation and inline RAG content persistence by @asimurka in #1291
• Update example config with citation annotation by @Jdubrick in #1314
• LEADS-247: add lightspeed evaluation e2e tests by @VladimirKadlec in #1313
• LCORE-1438: minor fixes by @tisnik in #1317
• LCORE-1441: Updated dependencies by @tisnik in #1318
• LCORE-1441: Updated Konflux dependencies by @tisnik in #1319
• Update Konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1316
• LCORE-1441: Fixed CVE in cryptography module by @tisnik in #1321
• LCORE-1402: OKP Index name missing in chunk metadata (tool RAG)#69 by @are-ces in #1322
• LCORE-1438: Organize imports in quota handler by @tisnik in #1323
• LCORE-1438: updated docs by @tisnik in #1324
• LCORE-1262: OpenResponses endpoint by @asimurka in #1301
• LCORE-1470: Inline BYOK uses user-facing ids for LLS RAG db filtering by @are-ces in #1325
• LCORE-1473: Tool RAG is always enabled by @are-ces in #1326
• LCORE-1356: Hermetic build demo slides by @tisnik in #1331
• LCORE-1356: regenerated doc by @tisnik in #1332
• LCORE-1476: fixed import order by @tisnik in #1336
• RHIDP-12470: Add API endpoints for dynamically registering and unregistering MCP Servers by @maysunfaisal in #1330
• LCORE-1441: Updated Konflux dependencies by @tisnik in #1338
• LCORE-1487: fixed CVE in pillow package by @tisnik in #1339
• LCORE-1490: fixes CVE in pyasn1 by @tisnik in #1340
• LCORE-1494: Disable openapi.md generation by @tisnik in #1343
• LCORE-1444: Solr enrichment not working in library mode by @are-ces in #1335
• LCORE-1210: Missing JWK auth header correctly returns 401 error by @asimurka in #1344
• LCORE-1356: Updated config docs by @tisnik in #1345
• LCORE-1329: Adding new MCP E2E Tests by @jrobertboos in #1327
• LCORE-511: Fix type checking issues in k8s authentication module by @anik120 in #1329
• LCORE-1438: removed leftovers by @tisnik in #1348
• RSPEED-2658: Remove dead GraniteToolParser and legacy Agents API imports by @major in #1350
• feat: RSPEED-2538 add optional verbose metadata to /v1/infer endpoint by @Lifto in #1305
• LCORE-1457 Add SUPPORT.md, which appears with info when opening a GH issue by @max-svistunov in #1315
• RSPEED-2651: enforce max header size on x-rh-identity before base64 decode by @major in #1352
• LCORE-1507: Added missing description about MCP endpoints by @tisnik in #1354
• LCORE-1508: added missing OpenAI Responses API documentation by @tisnik in #1355
• LCORE-1508: fixed responses table by @tisnik in #1357
• RSPEED-2652: validate type and format of rh-identity fields by @major in #1353
• LCORE-1514: generate topic summary for first interrupted conversation by @karthikjeeyar in #1359
• LCORE-1069: Updated deps by @tisnik in #1361
• LCORE-1504: Change how the OKP server is located at runtime: RH_SERVER_OKP by @syedriko in #1347
• LCORE-1508: Updated config docs by @tisnik in #1363
• RSPEED-2689: Record token metrics when verbose infer post-processing fails by @major in #1364
• LCORE-1392: Updated dependencies by @asimurka in #1365
• LCORE-1392: Bundle LS providers in LCS image by @asimurka in #1360
• LCORE-1476: fixed unsorted imports in sources by @tisnik in #1369
• chore(deps): update konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1368
• LCORE-1536: Retry option for fetching LS providers by @asimurka in #1371
• LCORE-1069: Updated dependencies by @tisnik in #1373
• LCORE-1531: Removed type ignore by @tisnik in #1372
• LCORE-1532: Removed type ignores by @tisnik in #1374
• LCORE-1262: Updated responses examples by @asimurka in #1375
• LCORE-1273: Replaced HTTP status code by @tisnik in #1376
• LCORE-1527: Don't ignore types in test_vector_search.py by @tisnik in #1377
• LCORE-1493: Improve K8s authentication error handling by @anik120 in #1341
• RSPEED-2691: Consolidate rlsapi_v1 unit tests to reduce duplication by @major in #1366
• LCORE-1556: Fixed docstrings by @tisnik in #1380
• LCORE-1069: Updated Konflux dependencies by @tisnik in #1379
• LCORE-716: centralize integration test fixtures and eliminate duplication by @anik120 in #1367
• LCORE-1461: Fix /tools not handling "kubernetes" and static token auth by @jrobertboos in #1349
• LCORE-1476: Fixed unsorted imports in src runner by @tisnik in #1383
• LCORE-1069: Updated dependencies by @tisnik in #1386
• LCORE-1348: Synced OpenAPI schema by @tisnik in #138...

Lightspeed Stack version 0.4.2

What's Changed

• LCORE-1166: Added tool calls and timestamps into turn history by @asimurka in #1096
• chore(deps): update konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1114
• LCORE-1286: added missing checks for all cases in utils/checks.py module by @tisnik in #1115
• LCORE-1249: enhanced existing DB benchmarks to run against small DB by @tisnik in #1116
• LCORE-1226: final fixes by @tisnik in #1117
• LCORE-1255: Updated dependencies by @tisnik in #1118
• RSPEED-2402: Enable MCP tool use on rlsapi /v1/infer endpoint by @major in #1113
• LCORE-1218: updated config and OpenAPI docs by @tisnik in #1120
• LCORE-1249: benchmarks for listing conversation for one user by @tisnik in #1121
• LCORE-886: fixed Pyright issues in endpoints by @tisnik in #1122
• LCORE-1218: updated config.json containing configuration schema by @tisnik in #1123
• LCORE-1070: Docstrings for transcripts.py by @tisnik in #1124
• LCORE-1213: Refactor of query handlers by @asimurka in #1119
• LCORE-1239: models filtering by @tisnik in #1126
• LCORE-1226: additional doc by @tisnik in #1127
• LCORE-1249: benchmarks for retrieve conversation from DB functionality by @tisnik in #1131
• LCORE-1307: Switch server image to upstream llama-stack 0.4.3 by @are-ces in #1130
• LCORE-1166: Rebased conversation history changes by @asimurka in #1129
• LCORE-1239: better query parameter definition by @tisnik in #1134
• Regenerated doc by @tisnik in #1137
• RSPEED-2408: fix(rlsapi): use customization.system_prompt in /v1/infer by @major in #1125
• RSPEED-2417: Add root_path support for reverse proxy deployments by @major in #1136
• RSPEED-2414: Regenerated doc by @tisnik in #1138
• LCORE-657: Unit tests for configuration by @tisnik in #1139
• LCORE-1249: Benchmarks for retrieving conversation for one user by @tisnik in #1140
• LCORE-1249: config for SQLite should be separated by @tisnik in #1142
• LCORE-1173: named type for MCP headers complicated structure by @tisnik in #1143
• RSPEED-2429: Add health probe skip to RH Identity auth plugin by @major in #1144
• LCORE-1323: Add text/event-stream Header for Streaming Query by @Jdubrick in #1145
• LCORE-1249: support for Postgres benchmarks by @tisnik in #1146
• RSPEED-2435: fix rh-identity health probe path matching with root_path by @major in #1147
• LCORE-1241: better RAGChunk model by @tisnik in #1150
• LCORE-1255: Updated dependencies by @tisnik in #1151
• LCORE-1249: PostgreSQL benchmarks by @tisnik in #1152
• LCORE-873: Support Solr Vector I/O Provider in LCORE by @Anxhela21 in #868
• LCORE-1249: comparison benchmarks by @tisnik in #1154
• Added missing azure dependency by @are-ces in #1153
• LCORE-1276 Add configuration snapshot for telemetry that masks PII by @max-svistunov in #1155
• LCORE-1239: Integration tests for models REST API endpoint by @tisnik in #1157
• LCORE-1332: update OpenAPI schema and configuration documentation by @tisnik in #1158
• LCORE-1330: vector store used for FAISS tests contains conflicting shield metadata by @are-ces in #1159
• LCORE-1271: Use user-facing index names from LCORE config instead of llama-stack IDs by @max-svistunov in #1135
• LCORE-1325: updated dependencies by @tisnik in #1160
• LCORE-1249: comparison benchmarks update by @tisnik in #1161
• LCORE-1336: fix docstrings by @tisnik in #1162
• LCORE-1249: Comparison benchmarks results by @tisnik in #1163
• RSPEED-2437: Add configurable log level and unify logging by @major in #1148
• RSPEED-2444: Replace remaining raw logging imports with get_logger() by @major in #1165
• Fix 'Converastion' typo in log messages by @major in #1166
• [LCORE-1342] OKP Solr documentation by @Anxhela21 in #1169
• LCORE-1332: Update OpenAPI schema by @tisnik in #1170
• LCORE-1325: update dependencies by @tisnik in #1171
• LCORE-1343: fix grammar typos in e2e by @tisnik in #1173
• LCORE-1345: fix grammar typos in e2e by @tisnik in #1174
• RSPEED-2445: fix(rlsapi): improve exception handling and prevent sensitive data leakage by @major in #1168
• LCORE-1335: Parametrized RHAIIS port and added library mode tests by @are-ces in #1164
• Doc update to add no_tools:true for Solr RAG by @Anxhela21 in #1175
• LCORE-1246: Add OAuth authentication method for MCP servers by @jrobertboos in #1156
• LCORE-1237: updated documentation for models endpoint by @tisnik in #1180
• LCORE-1346: fixed wrong OpenAPI doc rendering (1st part) by @tisnik in #1182
• LCORE-1346: list of REST API endpoints by @tisnik in #1183
• [LCORE-1331] Add Solr filter and update doc by @Anxhela21 in #1178
• LCORE-1346: minor doc update by @tisnik in #1184
• fix: pass root_path to FastAPI constructor instead of uvicorn by @major in #1187
• RSPEED-2464: fix inconsistent error response format in rlsapi v1 /infer endpoint by @major in #1186
• LCORE-1325: dependencies update by @tisnik in #1188
• LCORE-1356: Updated generated doc by @tisnik in #1190
• LCORE-1358: fixed Ruff config by @tisnik in #1191
• LCORE-1358: added missing description by @tisnik in #1192
• LCORE-1357: Added missing comma by @tisnik in #1193
• LCORE-1360: Integration tests for /root endpoint by @tisnik in #1194
• LCORE-1325: FastAPI update by @tisnik in #1196
• LCORE-1352: integration tests for /authorized endpoint by @tisnik in #1195
• LCORE-1361: various improvements in integration tests by @tisnik in #1197
• RSPEED-2466: Replace verbose rh-identity error messages with opaque responses by @major in #1185
• LCORE-1235: End to end tests for /models endpoint by @tisnik in #1199
• RSPEED-2413: replace BaseHTTPMiddleware with pure ASGI middleware by @major in #1133
• LCORE-1260 Deduplicate vec...

Lightspeed Stack version 0.4.1

What's Changed

• LCORE-1142: docstrings for app module by @tisnik in #1028
• LCORE-1217: bugfix for missing libpq.so by @raptorsun in #1030
• LCORE-1142: Docstrings for endpoint handlers by @tisnik in #1033
• Restored rag_chunks attribute in query response by @asimurka in #1029
• LCORE-1217: bugfix: missing libtiff openjpeg2 lcms2 libjpeg-turbo libwebp by @raptorsun in #1034
• implementation of the mcp-auth endpoint by @blublinsky in #1003
• LCORE-1218: updated LCORE GitHub pages by @tisnik in #1035
• LCORE-1218: Logo by @tisnik in #1036
• LCORE-1218: Fix index page by @tisnik in #1037
• LCORE-1219: up to date OpenAPI specifiction after MCP patch was merged by @tisnik in #1039
• LCORE-598: RBAC E2E tests by @radofuchs in #1017
• Update schema by @tisnik in #1040
• Slate theme by @tisnik in #1041
• [LCORE-787] Remove deprecated tests & imports in test_endpoints.py, fix mypy error by @max-svistunov in #1044
• RSPEED-2326: feat(auth): store RH Identity data in request.state by @major in #1031
• Adding noop-with-token to allow k8 authentication for MCP servers by @blublinsky in #1043
• LCORE-1019: Split auth.md into modular documentation structure by @major in #1047
• RSPEED-2326: feat(observability): add Splunk HEC integration by @major in #1032
• konflux: fix pip compile bug on package hash by @raptorsun in #1049
• LCORE-1108: updated Konflux requirements by @tisnik in #1053
• LCORE-1224: up-to-date OpenAPI documentation after Splunk patch was merged by @tisnik in #1052
• LCORE-1225: updated documentation after Splunk patch was merged by @tisnik in #1054
• LCORE-1187: bump-up AIOHTTP library for Konflux build by @tisnik in #1056
• LCORE-1226: ability to export configuration schema by @tisnik in #1055
• LCORE-1228: bump-up Pyasn library by @tisnik in #1057
• LCORE-1142: minor updates in docstrings by @tisnik in #1058
• chore(deps): update konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1051
• LCORE-889: fixed issues in config models by @tisnik in #1059
• LCORE-1216: Bump up to llama-stack 0.4.2 by @are-ces in #1048
• LCORE-1216: Updated Konflux references by @tisnik in #1060
• LCORE-1229: updated instructions for Claude by @tisnik in #1061
• konflux: correct py_version type to integer in Hermeto config by @raptorsun in #1062
• test(e2e): add comprehensive e2e tests for rh-identity authentication by @major in #1045
• LCORE-889: fixed issues in config models by @tisnik in #1063
• LCORE-1108: Updated Konflux references by @tisnik in #1064
• LCORE-1240: Bump up llama-stack to 0.4.3, fixing the vector registration issues by @are-ces in #1065
• LCORE-1240: Konflux requirements by @tisnik in #1068
• RSPEED-2326: feat(rlsapi): integrate Splunk telemetry into v1 /infer endpoint by @major in #1050
• LCORE-1108: Updated dependencies by @tisnik in #1069
• LCORE-1108: Updated LiteLLM by @tisnik in #1071
• LCORE-891: fix Pyright issues in test/utils by @tisnik in #1070
• LCORE-1108: Updated Konflux references by @tisnik in #1072
• LCORE-890: fixed all pyright issues found in quota limiters tests by @tisnik in #1075
• Updated e2e scenarios by @tisnik in #1077
• LCORE-1108: Updated dependencies by @tisnik in #1082
• LCORE-1280: Updated code docs by @tisnik in #1083
• LCORE-1280: Updated tests doc by @tisnik in #1085
• LCORE-1249: stub for benchmarks by @tisnik in #1084
• LCORE-1249: benchmarks devel dependency by @tisnik in #1088
• Update Konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #1081
• [feat] Add configurable timeout for Llama Stack requests by @amito in #1087
• LCORE-887: fixed pyright issues in auth tests by @tisnik in #1089
• LCORE-1108: Updated Konflux dependencies by @tisnik in #1090
• LCORE-1206add extra e2e tests to align with OLS by @radofuchs in #1091
• LCORE-1280: docs update by @tisnik in #1092
• LCORE-1179: Update outdated documentation and configs for RAG (0.4.x) by @are-ces in #1093
• LCORE-1179: Update metadata extraction from chunks by @are-ces in #1073
• LCORE-1280: Config diagram by @tisnik in #1094
• LCORE-974: updated unit tests by @tisnik in #1095
• Removed faiss dependency (downstream image) by @are-ces in #1097
• Reconfigured Pyright by @tisnik in #1099
• LCORE-947: fixed more issues by @tisnik in #1101
• LCORE-1272: explicit datetime adapter by @tisnik in #1102
• konflux: use RHAI base image by @raptorsun in #1074
• LCORE-1206: add extra e2e tests to align with OLS by @radofuchs in #1103
• LCORE-1255: Updated deps by @tisnik in #1104
• LCORE-1278: Updated pull request template by @tisnik in #1105
• LCORE-1255: updated Konflux deps by @tisnik in #1106
• LCORE-1279: more unit tests for suid.py module by @tisnik in #1107
• LCORE-1280: bump-up LCORE to version 0.4.1 by @tisnik in #1110
• LCORE-536 Add error handling for bad llama-stack URLs; no more silent fails by @max-svistunov in #1109
• LCORE-688 Validate that user_id is not empty in noop authentication modules by @max-svistunov in #1108

New Contributors

• @amito made their first contribution in #1087

Full Changelog: 0.4.0...0.4.1

Lightspeed Stack version 0.4.0

What's Changed

• LCORE-1016: add files required for library mode tests run by @radofuchs in #864
• LCORE-858: konflux - activate SAST Snyk Checks by @raptorsun in #867
• LCORE-858: konflux - correct RPM repo id by @raptorsun in #860
• LCORE-1026: Konflux requirements updates by @tisnik in #871
• LCORE-1070: updated comments in test_openapi_json.py by @tisnik in #873
• LCORE-1071: better comments in unit tests by @tisnik in #874
• Updated Makefile by @tisnik in #875
• LCORE-533: updated config doc by @tisnik in #876
• LCORE-1072: Better comments in models by @tisnik in #877
• LCORE-1026: updated deps by @tisnik in #878
• LCORE-1077: better doc in scripts by @tisnik in #879
• LCORE-956: Bump llama stack to 0.3.0 by @asimurka in #866
• LCORE-1026: Updated Konflux requirements by @tisnik in #880
• LCORE-1064: updated version in sources by @tisnik in #881
• Update README.md - clarify LLM compatibility by @sbunciak in #882
• LCORE-1019: docs for rh-identity auth by @major in #870
• Updated OpenAPI spec by @tisnik in #884
• LCORE-1082: Bump-up urllib3 to 2.5.0 by @tisnik in #883
• LCORE-731: utils docstrings by @tisnik in #885
• LCORE-1080: Mitigate vulnerability in urllib3 by @tisnik in #888
• LCORE-988: Regenerated configuration docs by @tisnik in #887
• LCORE-1092: better docstring for quota scheduler by @tisnik in #889
• konflux: unpin uv version for hermetic build by @raptorsun in #890
• LCORE-858: konflux: update tasks versions by @raptorsun in #895
• Add rlsapi v1 infer request/response models by @major in #896
• LCORE-1105: Fixed OpenAPI schema target by @tisnik in #897
• LCORE-1026: Update dependencies by @tisnik in #899
• feat(rlsapi): add method to combine request inputs by @major in #898
• LCORE-1092: Better docstring for Uvicorn runner by @tisnik in #900
• konflux: Renovate only updates tekton pipelines by @raptorsun in #903
• LCORE-710: logging module doc by @tisnik in #904
• Add validation event by @Jdubrick in #737
• LCORE-1026: Updated deps by @tisnik in #905
• LCORE-1062: Updated connectors description by @tisnik in #907
• LCORE-1107: Bumped up llama-stack to RHOAI 3.2 and consuming downstream image by @are-ces in #906
• chore(deps): update quay.io/konflux-ci/konflux-vanguard/task-rpms-signature-scan:0.2 docker digest to 20eb21c by @red-hat-konflux-kflux-prd-rh02[bot] in #910
• chore(deps): update konflux references by @red-hat-konflux-kflux-prd-rh02[bot] in #909
• LCORE-1062: updated deps by @tisnik in #911
• LCORE-731: Updated docstrings in utils module by @tisnik in #912
• LCORE-1061: Table namespace used in quota handlers by @tisnik in #913
• LCORE-1026: Bump-up Mypy by @tisnik in #914
• Add conversations support for Responses API: modifications from reviews by @luis5tb in #824
• LCORE-1026: Regenerated internal doc by @tisnik in #915
• Variable RAG DB setup for query, query v2, and streaming query by @JslYoon in #908
• feat(rlsapi): add v1 /infer endpoint module by @major in #902
• feat(rlsapi): implement LLM integration for v1 /infer endpoint by @major in #916
• LCORE-1026: Updated deps by @tisnik in #917
• Bumpup llama-stack 0.3.5 by @are-ces in #918
• Updated OpenAPI specification by @tisnik in #919
• LCORE-1062: reconnection logic in quota runner by @tisnik in #921
• LCORE-1126: better docstrings for unit tests by @tisnik in #922
• LCORE-792: Lightspeed core needs to fully support VertexAI LLM provider by @are-ces in #924
• LCORE-1062: new configuration options for quota runner by @tisnik in #923
• LCORE-1080: Bump-up urllib3 to version 2.6.2 by @tisnik in #926
• Update llama-stack configs for RHEL AI, RHAIIS, RHOAI to LLS 0.3.x by @are-ces in #925
• LCORE-1126: updated docstrings in unit tests by @tisnik in #930
• RSPEED-2229: Add rlsapi v1 endpoint registration and CLA documentation by @major in #928
• LCORE-1062: DB connection retry logic by @tisnik in #933
• LCORE-1032: REST API doc update by @tisnik in #934
• LCORE-1062: Dependencies update by @tisnik in #938
• LCORE-1137: token history table by @tisnik in #939
• LCORE-1092: better docstrings by @tisnik in #940
• LCORE-1070: Updated docstrings in integration tests by @tisnik in #941
• LCORE-1137: updated docstrings in quota package by @tisnik in #942
• LCORE-1062: Dependencies update by @tisnik in #944
• LCORE-1092: Updated docstring in authentication unit tests by @tisnik in #945
• LCORE-1092: Updated docstrings in models/responses by @tisnik in #946
• LCORE-1092: Updated docstrings in test_query_request.py by @tisnik in #947
• LCORE-1062: updated LiteLLM deps by @tisnik in #948
• Added backup files created automatically into a .gitignore file by @tisnik in #949
• LCORE-1062: Updated deps by @tisnik in #950
• Updated generated doc by @tisnik in #951
• Updated dependencies by @tisnik in #952
• Updated architecture doc by @tisnik in #953
• Updated deps by @tisnik in #954
• LCORE-1070: better comments in integration tests by @tisnik in #955
• LCORE-1071: docstrings for config unit tests by @tisnik in #956
• LCORE-1140: Update dependencies by @tisnik in #957
• LCORE-1137: store info about consumed tokens into token usage history by @tisnik in #958
• LCORE-1143: stub for DB docs by @tisnik in #959
• LCORE-1140: Updated deps by @tisnik in #960
• Added default openai model to ci by @asimurka in #961
• LCORE-1071: docstrings in config models by @tisnik...

Lightspeed Stack version 0.3.1

What's Changed

• Update psycopg2 by @tisnik in #655
• LCORE-725: updated deps by @tisnik in #656
• LCORE-632: updated OpenAPI docs by @tisnik in #658
• LCORE-740: more type hints in tests by @tisnik in #659
• LCORE-813: fixed issues found by Pyright by @tisnik in #660
• LCORE-814: fixed issues found by Pyright by @tisnik in #661
• LCORE-492: set fail-fast to false to let all jobs finish regardless of failures by @radofuchs in #662
• LCORE-815: fixed issues found by Pyright by @tisnik in #663
• LCORE-740: type hints in tests by @tisnik in #664
• LCORE-740: fixed types in test_query.py by @tisnik in #665
• LCORE-725: update deps by @tisnik in #666
• LCORE-825: fixed new bug found by Pylint by @tisnik in #667
• LCORE-832: fixed type issues in unit test by @tisnik in #668
• LCORE-739: added return type to unit tests by @tisnik in #669
• LCORE-632: quota management on architecture diagram by @tisnik in #672
• LCORE-579 Anonymize user ID in transcripts by @max-svistunov in #673
• LCORE-741: diagram with quota limits by @tisnik in #674
• LCORE-685: bump-up-deps by @tisnik in #675
• LCORE-741: quota handlers config by @tisnik in #676
• LCORE-741: Proper quota limiters configuration by @tisnik in #679
• LCORE-685: bump up deps by @tisnik in #681
• LCORE-760: fix hardcoded model and provider in e2e tests by @radofuchs in #680
• LCORE-793: Refactored status codes and response models for v1/conversations by @asimurka in #683
• LCORE-816: Add new E2E tests for shields endpoint by @radofuchs in #682
• LCORE-741: quota limiter scheduler by @tisnik in #684
• LCORE-685: bump-up deps: OpenAI and Ruff by @tisnik in #685
• LCORE-685: bump-up deps: LiteLLM etc. by @tisnik in #687
• LCORE-840: fixed issues found in utils.py by @tisnik in #688
• LCORE-741: refactoring quota tables statements by @tisnik in #689
• LCORE-632: update package descriptions by @tisnik in #690
• LCORE-739: type hint for mocker fixture by @tisnik in #691
• LCORE-739: quota limiter stub code by @tisnik in #692
• LCORE-686: bump up deps by @tisnik in #693
• LCORE-841: fix issues in test_authorized.py by @tisnik in #694
• LCORE-843: fix for issues in test_dump_configuration.py by @tisnik in #695
• LCORE-817: add new e2e tests for tools endpoint by @radofuchs in #696
• LCORE-685: updated deps by @tisnik in #697
• LCORE-851: fixed issue in test_root.py by @tisnik in #698
• LCORE-741: refactored code used to connect to databases with quota by @tisnik in #699
• [RHDHPAI-1143] Implement referenced_documents caching by @maysunfaisal in #643
• LCORE-741: quota limiter implementation for PostgreSQL by @tisnik in #701
• LCORE-741: quota limiter implementation for SQLite by @tisnik in #702
• LCORE-417 Convert unittest mocking to pytest mocking by @max-svistunov in #704
• LCORE-685: bump-up regex by @tisnik in #705
• LCORE-741: unit tests for quota limiter factory by @tisnik in #706
• LCORE-741: Rest of unit tests by @tisnik in #708
• Example configurations with quota limiter setup by @tisnik in #709
• LCORE-685: bump-up LiteLLM by @tisnik in #710
• LCORE-712: add integration tests for info endpoint by @radofuchs in #703
• fix constant hostname in e2e tests by @radofuchs in #712
• LCORE-685: bump up Ruff by @tisnik in #713
• LCORE-784: Changing unsupported mime types to text/plain by @asimurka in #716
• LCORE-759: Updated response dicts for feedback endpoints by @asimurka in #715
• LCORE-755: Fixed feedback endpoint responds correctly without sentiment and empty user_feedback by @asimurka in #711
• LCORE-685: bump-up dependencies by @tisnik in #717
• LCORE-632: updated source doc by @tisnik in #718
• LCORE-885: type hints in integration tests by @tisnik in #719
• LCORE-892: updated conversation cache loading logic + added missing tests for conversation cache settings by @tisnik in #720
• LCORE-741: quota limiters in configuration by @tisnik in #721
• LCORE-741: consume quota mechanism by @tisnik in #722
• LCORE-727: bump-up FastAPI by @tisnik in #723
• LCORE-740: type hints for quota limiters unit tests by @tisnik in #724
• LCORE-740: Conftest type hint by @tisnik in #725
• LCORE-740: Added type hints into unit tests for checking endpoint handlers by @tisnik in #726
• LCORE-740: type hints in authorization/test_middleware.py by @tisnik in #729
• RHAIIS e2e tests: Fix model change by @are-ces in #728
• LCORE-740: type hints in authorization/test_resolvers.py by @tisnik in #730
• LCORE-740: type hints in endpoint utils by @tisnik in #731
• LCORE-727: update dependencies by @tisnik in #732
• LCORE-740: Type hints in conversation cache unit tests by @tisnik in #734
• Adding integration tests of /config endpoint. Moving auth and request fictures to conftest.py. by @xmican10 in #733
• LCORE-628: OpenAPI integration tests by @tisnik in #743
• Update dependency github-pages to v232 by @red-hat-konflux-kflux-prd-rh02[bot] in #741
• Red Hat Konflux kflux-prd-rh02 update lightspeed-stack by @red-hat-konflux-kflux-prd-rh02[bot] in #742
• fix: RHAIIS model parameter by @are-ces in #746
• LCORE-758: add additional e2e test for streaming query endpoint and enable color output by @radofuchs in #745
• Adding Lcore 714 health endpoint by @xmican10 in #744
• LCORE-333: Lightspeed core needs to fully support RHEL AI LLM provider by @are-ces in #714
• LCORE-740: type hints for models unit tests by @tisnik in #750
• LCORE-903: proper Mypy settings in Python project file by @tisnik in #751
• LCORE-740: type hints fo...