Kuacha kuingia password database katika startup
com.zaxxer.hikari katika DEBUG hufanya HikariConfig kuchapisha usanidi wake wote kwenye kila mwanzo, ikiwa ni pamoja na DataSourceProperties {password=...} na n...
Sasa Qdrant API ufunguo, na recreate watumiaji hivyo KB na maelezo ni iliyoingia tena
Kutafuta bila mwanachama hakuna hupata makala zilizochapishwa tu, kamwe kumbuka
Pin kamo-shared-library 1.6.1, toleo pekee ambalo linapatikana
Maktaba ilihamia 1.6.1 na huduma hii bado iliomba 1.6.0. Hakuna mahali ambapo pande zote mbili ufumbuzi: maktaba ni kamwe kuchapishwa kwa kijijini, hivyo nakala...
Huduma ya RAG inatoa NATS login
Na kila kitu kinaunganishwa na akaunti ya KAMO (hakuna auth user), na inasikiliza. kwenye mtandao mwenyeji wa k1m1 - hivyo pod yoyote, desktop VM au mashine kwe...
Njia ya kikao inatafuta org ya mwombaji mwenyewe, kamwe mwili wa ombi
RagSearchController anasoma orgId/memberId/memberType kutoka kwenye mwili wa JSON kwenye kila kitu. *Maombi yaliyothibitishwa na kikao cha * badala ya X-Interna...
Kukubali indexes ya picha ya OCI wakati wa kutatua digest iliyojengwa [skip ci]
Picha zinasukumwa kama indexes ya picha ya OCI, kwa hivyo kuuliza Usajili wa moja Picha inaonyesha tu jibu la 404, digest ilirudi tupu na hundi kushindwa kuwa w...
Kuanza wakati wa kujenga sawa majani majani pods juu ya digest zamani [skip ci]
Hatua ya rollout ilijaribu kuchunguza upya kwa kulinganisha Maoni ya picha kabla na baada ya kuweka picha. “Ni wazi kuwa Tayari ametumia k8s/deployment.yaml (pi...
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, '...
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...
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...
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...
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 ...
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 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...
Grant all rights when rights list is empty (rights system not yet enforced)
Rename qdrant config properties to avoid K8s env var collision
Kubernetes auto-creates QDRANT_PORT env var from the qdrant Service, which overrides the Spring property with 'tcp://ip:port' instead of an integer. Renamed to ...
Make NATS consumer startup resilient with retry logic
Consumer now retries subscription in a background thread with backoff if KB_EVENTS stream doesn't exist yet. Prevents crash loop when KBService hasn't published...
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