AI & Models Blueprint

AI providers, models, routing, fallback, health, quota এবং registry control-এর blueprint

● AI & Models Blueprint Active
Blueprint Status
Draft
Owner review required
Provider Types
Local + Cloud
Custom API supported
Routing Control
Rule-based
Default + fallback
Access
Super Admin
Single admin role

Module Purpose

Definition in progress

এই module থেকে AI provider ও model registry দেখা, model availability যাচাই, default routing নির্ধারণ, fallback readiness পর্যবেক্ষণ এবং usage, quota ও health status পরিচালনা করা হবে। Secret value কখনো plaintext-এ দেখানো হবে না।

1. Active Providers

Planned

বর্তমানে configured ও active provider-এর তালিকা।

  • Provider nameVisible
  • Provider typeLocal / Cloud / Custom
  • StatusActive / Inactive / Warning
  • CredentialsMasked

2. Active Models

Planned

প্রতিটি provider-এর available ও enabled model registry।

  • Model IDCanonical
  • CapabilitiesChat / Vision / Audio
  • Context limitVisible
  • AvailabilityReady / Offline

3. Default Model

Planned

System-wide এবং capability-specific default model mapping।

  • Default chat modelSelectable
  • Default vision modelSelectable
  • Default voice modelSelectable
  • ChangeConfirmation required

4. Routing Rules

Planned

কোন request কোন provider বা model-এ যাবে তার rule table।

  • CapabilityChat / Vision / Voice
  • PriorityOrdered
  • Project scopeSupported
  • Rule statusEnabled / Disabled

5. Fallback Readiness

Planned

Primary model unavailable হলে approved fallback chain-এর readiness।

  • Primary modelDefined
  • Fallback modelDefined
  • Health checkRequired
  • Automatic fallbackApproval-gated

6. Routing Stability

Planned

Routing rule execution predictable এবং stable আছে কি না তার summary।

  • Recent failuresCount
  • Unexpected callsMust be 0
  • Rule conflictsDetected
  • Last validationDate / Time

7. Provider Health

Planned

Provider availability, latency, error rate এবং timeout monitoring।

  • HealthHealthy / Degraded / Offline
  • LatencyRolling average
  • Error ratePercentage
  • Last checkTimestamp

8. Provider Health Limits

Planned

Warning ও critical state নির্ধারণের threshold।

  • Latency warningConfigurable
  • Error thresholdConfigurable
  • Timeout limitConfigurable
  • Critical changeConfirmation required

9. Model Registry Snapshot

Planned

বর্তমান provider ও model registry-এর versioned snapshot।

  • Snapshot IDImmutable
  • Created timeAudited
  • Model countRecorded
  • Rollback referenceAvailable

10. Usage & Quota

Planned

Provider এবং model ভিত্তিক usage, limits ও quota visibility।

  • RequestsCount
  • Tokens / UnitsUsage
  • Quota remainingVisible
  • Limit alertEnabled

11. Cost Visibility

Planned

Cloud provider-এর estimated এবং actual cost summary।

  • Daily costEstimated
  • Monthly costEstimated
  • Budget thresholdConfigurable
  • Financial actionHigh-risk approval

12. Provider Controls

Planned

Provider ও model enable, disable, test এবং registry refresh controls।

  • Test connectionSafe action
  • Enable / DisableConfirmation
  • Refresh registryAudited
  • Delete providerStrong confirmation

Security & Permission Rules

Required
  • Access roleSuper Admin only
  • API secret displayMasked
  • Secret updateStrong confirmation
  • Provider activationConfirmation + audit
  • Routing changeVersioned + rollback

Failure Behaviour

Required
  • Provider offlineProminent warning
  • Registry unavailableUse last snapshot
  • Routing validation failureDo not activate
  • Unexpected provider callSTOP + audit
  • Secret exposureImmediate STOP

Acceptance Criteria

Awaiting approval
  • All configured providersRegistry-তে দৃশ্যমান
  • Model statusAccurate health state
  • Routing rule changesVersioned and audited
  • Fallback activationApproval ছাড়া নয়
  • SecretsNever displayed in plaintext
  • Unavailable providerPage remains usable