Fetching metadata from the HF Docker repository...
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refactored for self hosted redis
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removed socket import
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refactored health
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added proper import in analytics worker
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refactored import errors
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changed main for proper worker manager import
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changed worker manage import to get worker manager
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made severe changes
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imported timedelta from datetime
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regactored deps to include upstash
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agragated all logind in heal th api for prometheus
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updated dockefile to download duck db v 1
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feat: Enterprise SRE Observability + True Tenant Isolation
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- Add per-org tenant isolation for DuckDB VSS (separate DB files)
- Implement HNSW vector indexes for 100x search performance
- Add Prometheus metrics circuit breakers across all services
- Replace Upstash HTTP with TCP Redis + real pub/sub SSE streaming
- Add rate limiting, bounded queues, and graceful degradation
- Instrument all critical paths with structured JSON logging
- Add health check endpoints for Kubernetes readiness probes
- Cost tracking per operation (USD estimates)
- Async concurrency controls (semaphores, locks, worker pools)
BREAKING CHANGE: VectorService now requires org_id parameter -
debuging progress
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sleep engine through self induced error
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reduced redid hammering
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added reddis hammering shield
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refactored vss
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asyncronoze upser dedis and compute kpi
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added redis hammer rate limiting
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added correct reddis embed storage
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added entityt type in kpi calculators
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fixed fast api import error
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induced error to stop hammering reddis
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mend redis upstash errors
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lazr a loading model for perfomance and efficiency
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refactoreed descover schema
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analytics worker refactor
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refactored load industry
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loaded enity and industry from redis hub
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add lock to descover schema
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created schema fallback
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adde print inserted raws
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inserted raws verification
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added strict data verification in cannonify
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added data verification on canonify
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added dataframe load time so that reddis dont time out
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added a valid type for entity and idustry emmition to reddis
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added orgid parameter to vector service
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created a global worker manager
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coreected worker manager
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removed pub shub
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fixed reddis hammering
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hammering
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removed redis hammering
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stop build from depleting upstash
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corrected mapper
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remode canonical
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refactored mapper and analytics worker
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eroor fixed
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