Jaribu kuweka kwa digest, si kwa tag
Ahadi ya awali inaacha "kuweka picha" kuwa kimya hakuna-op. Hii inathibitisha kuwa matokeo: baada ya rollout, tag ni kutatuliwa kwa digest katika Usajili na Vio...
Ujenzi wa mradi huo haukuleta chochote na uliripoti mafanikio
Picha ni tagged na SHA ahadi, hivyo kujenga upya ahadi hiyo kuzalisha Mfano wa picha sawa. "Kuweka picha" kisha hakuna mabadiliko, Kufukuzwa ni kamwe kuguswa, '...
Share the indexing consumers, and run two pods
RAGService binds two JetStream durables of its own — rag-note-consumer and rag-kb-consumer — and a durable push consumer with no deliver group admits exactly ON...
Let a rollout finish what the old pod was doing
Deploys replaced the only pod of each service with nothing to catch the requests in flight. Three settings, applied across the fleet: - preStop sleeps 10s befo...
Drop a @Transactional that never applied
loadCatalogue is reached from catalogue() on the same bean, and self-invocation does not pass through the proxy, so the annotation was decoration. The query is ...
Resolve the articles a passage names into link targets
A hub article — "Setting Up Your Organization — A Checklist" is one — exists to send the reader to a dozen others, and names every one of them in plain text. Th...
KB audience tiers are cumulative, matching KbReaderScope
The retrieval filter matched a reader's tier exactly: a TEAM_MEMBER had to match aiVisibleToTeamMembers and nothing else. So an article an author had deliberate...
Pin kamo-shared-library 1.6.0
The library moved to 1.6.0 while every consumer stayed on 1.5.0. Consumer CI builds the library from a fresh clone into a cold ~/.m2 and ci-settings.xml mirrors...
Size the pod above its own JVM heap ceiling [skip ci]
The image starts the JVM with -XX:MaxRAMPercentage=70 -XX:+AlwaysPreTouch, so the heap alone may take 70% of the container limit and pre-touch keeps every commi...
Rebuild against shared-library @Lob LONGVARCHAR fix
Hibernate's PostgreSQL dialect read @Lob String columns as OIDs via getLong(). Affects notes, contacts, calendar, OAuth tokens, IMAP passwords, email campaign b...
Point at YugabyteDB and use PostgreSQLDialect
CockroachDB has been replaced by YugabyteDB. Connection strings move from cockroachdb-public:26257 to yb-tserver-service:5433, and the Hibernate dialect from **...
Retry the shared-library build, which the LAN uplink keeps corrupting
Three builds died today on "Tag mismatch" pulling a jar — and the mirror added an hour ago did not help, because kbservice, mcpgatewayservice and ragservice hit...
Mirror Maven Central through the Google GCS copy
Every Docker stage starts from a cold ~/.m2 and refetches the whole dependency tree, so Central sees the full weight of every concurrent service build. It answe...
Harden the kubectl download against flaky egress [skip ci]
dl.k8s.io over the runner's egress intermittently drops mid-transfer: curl: (56) OpenSSL SSL_read: decryption failed or bad record mac which fails the deploy ...
Migrate to k1m1 (clone+registry+kubeconfig from k1m1, drop k2m1, simple kubectl install)
Scope concurrency to build jobs, not Kubernetes deploys
Workflow-level concurrency serialized the whole pipeline (including kubectl rollouts). Move the group to the build job only so deploy jobs from different runs c...
Rebuild for kamo-shared-library update (remove OrganizationType, add isTopLevel)
Rebuild for kamo-shared-library update (remove OrganizationType, add isTopLevel)
Rebuild for kamo-shared-library update (CREATE_CHILD_ORG right + apply-to flags)
Pulls the new RoleRightType.CREATE_CHILD_ORG (id 131), the three apply-to flags on ChildOrgSecurityModel, the two 13-arg service overloads, and the AppliedModel...
Rebuild for kamo-shared-library update (appConfig upsert-only fix)
Pulls the hardened **************** that no longer deletes appConfig rows whose service types are absent from the caller's payload — prevents silent data loss w...
Rebuild for kamo-shared-library update (effective-feature resolver)
Picks up the new AppliedModelEnforcementService methods (computeAvailabilitiesMap, isAppEffectivelyEnabled, getEffectivelyEnabledAppTypes, computeEffectiveFeatu...
Rebuild for kamo-shared-library update (applied-model enforcement + appConfigs + isPrivate)
Triggers a rebuild so this service pulls the updated kamo-shared-library containing AppliedModelEnforcementService, ChildOrgSecurityModelAppConfig entity, Servi...
Rebuild for kamo-shared-library update (runtime force rules + DEFAULT fallback in MemberRightsAppliedService)
Triggers a rebuild so this service picks up the updated **************** that applies template force rules and DEFAULT-template fallbacks on top of the existing...
Rebuild for kamo-shared-library update (master model, default role templates, force-rule resolver)
Triggers a rebuild so this service pulls the new kamo-shared-library revision containing Organization.branchTypeID, Organization.masterModelID, ****************...
Add concurrency group to prevent duplicate workflow runs
When a push triggers a workflow and workflow_dispatch is also fired (or two pushes arrive in quick succession), both runs would execute simultaneously. Adding a...
Lower embedding batch size to 8 to match model backend limit
The TEI backend forces max_batch_requests=8 regardless of client config. Batches of 32 were still failing with connection errors.
Batch embedding requests to respect model's max batch size of 32
The embedding model rejects requests with more than 32 inputs, but articles with large content produce 46-198 chunks. All embedding attempts were failing with 4...
Add audience-scoped AI visibility filtering to RAG pipeline
Store **************** in Qdrant payload, filter search results by memberType, skip indexing when aiEnabled is false, and add visibility index creation for exis...
Full chunk text storage, configurable vector size, and permission-aware retrieval in Qdrant
Add note embedding support to RAG pipeline
Add NoteEventConsumer for NOTE_EVENTS NATS stream and NoteEmbeddingPipelineService for processing notes. Update Qdrant to store sourceType, memberId, noteId. Se...
Update version ID references from Long to UUID
Article IDs remain Long. Version IDs now use UUID.
Handle unpublished events by removing vectors from Qdrant
When an article is unpublished, delete its vectors from Qdrant so the AI chat no longer references it.
Add search request/response logging to RagSearchController
Log orgId, query, result count, and full stack traces on error to diagnose 500 responses seen from AIService.
Reduce chunk size to fit all-MiniLM-L6-v2 token limit (256 max)
Chunk target was 2000 chars (~512 tokens) but the embedding model only accepts 256 tokens, causing 413 validation errors. Reduce to 800 chars (~200 tokens) with...
Use integer match filter for Qdrant searches instead of matchKeyword
The orgId and articleId payload fields are stored as integers via value(Long), but search and delete filters used matchKeyword() which only matches string/keywo...
Index KB articles for RAG on creation, not just when published
Previously the RAG pipeline only indexed PUBLISHED articles, requiring the full review/approval cycle before the AI chat could reference them. Now indexes all a...
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