51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Establishing Secure Egress from Google Cloud Functions to an Istio-Enabled Kubernetes Service Mesh Establishing Secure Egress from Google Cloud Functions to an Istio-Enabled Kubernetes Service Mesh
The mandate was seemingly straightforward: build an event-driven data enrichment pipeline. A new Google Cloud Function w
2023-11-15 Cloud Native
Kubernetes esbuild Google Cloud Functions Istio GKE
Offloading LLM Embedding Generation to a Go gRPC Service for a High-Throughput Azure Functions RAG Pipeline Offloading LLM Embedding Generation to a Go gRPC Service for a High-Throughput Azure Functions RAG Pipeline
The initial proof-of-concept for our document ingestion pipeline was deceptively simple. An Azure Function, triggered by
2023-11-15 Cloud Architecture
gRPC-Go Pulumi LLM Azure Functions Qdrant
Implementing a Tiered Data Storage Architecture for an Embeddable RAG System Implementing a Tiered Data Storage Architecture for an Embeddable RAG System
The initial attempt to build our embeddable RAG (Retrieval-Augmented Generation) engine within a Java desktop applicatio
2023-11-15 Data Engineering
LevelDB ChromaDB RAG Java SQLite JPA
Implementing a Polyglot ML Model Deployment Controller Using etcd as a Declarative State Store on Azure Implementing a Polyglot ML Model Deployment Controller Using etcd as a Declarative State Store on Azure
Our MLOps platform was fractured. The Python team deployed their Keras models via a collection of manually triggered Jen
2023-11-15 MLOps
DevOps Keras Azure etcd Go Rollup MLOps
Implementing a Secure Real-Time Vector Ingestion Pipeline Using Kafka, ChromaDB, and Istio Implementing a Secure Real-Time Vector Ingestion Pipeline Using Kafka, ChromaDB, and Istio
The core requirement was clear: build a real-time ingestion pipeline for a Retrieval-Augmented Generation (RAG) system.
2023-11-15 Cloud Native
Microservices Security Kafka ChromaDB RAG Istio
Implementing a Transactional Data Ingestion Layer for CI/CD Performance Metrics Using Jenkins and InfluxDB Implementing a Transactional Data Ingestion Layer for CI/CD Performance Metrics Using Jenkins and InfluxDB
The reliability of our CI analytics pipeline was degrading. We were collecting performance metrics from our Vitest test
2023-11-15 DevOps
CI/CD Vitest ACID Jenkins InfluxDB Time Series Groovy
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