51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Constructing a Decoupled Vector Ingestion Pipeline with Pulsar for a Real-Time PWA Constructing a Decoupled Vector Ingestion Pipeline with Pulsar for a Real-Time PWA
The initial user complaints were consistent: “I upload a document and have to wait half a minute before I can search for
2023-10-27 Architecture
API Gateway Pulsar PWA Vector Polyrepo
Implementing a Polyglot Persistence Gateway with Quarkus for Integrating TiDB, HBase, and Solr Implementing a Polyglot Persistence Gateway with Quarkus for Integrating TiDB, HBase, and Solr
The mandate was to architect a backend for a digital evidence management platform. The data access patterns presented an
2023-10-27 System Architecture
Solr HBase TiDB Polyglot Persistence Quarkus
Constructing a Real-Time Argo CD Sync Status Stream with a Go-Gin SSE Backend and a Lit Web Components UI Constructing a Real-Time Argo CD Sync Status Stream with a Go-Gin SSE Backend and a Lit Web Components UI
The deployment status page on our internal developer platform was becoming a liability. It operated on a naive five-seco
2023-10-27 Platform Engineering
Go-Gin Kubernetes GitOps Argo CD Lit SSE
Implementing a Low-Latency Feature Serving API in Go for a Kubeflow-Driven MLOps Platform Implementing a Low-Latency Feature Serving API in Go for a Kubeflow-Driven MLOps Platform
Our production models were struggling with feature-serving latency. The existing batch system, which loaded features int
2023-10-27 MLOps
Redis Vitest Kubernetes Go Database Kubeflow Go-Fiber
Implementing a Scalable Stateful Computer Vision Pipeline with Flutter OpenCV and Immutable Terraform Infrastructure Implementing a Scalable Stateful Computer Vision Pipeline with Flutter OpenCV and Immutable Terraform Infrastructure
The initial proof-of-concept was a disaster. We had a single, powerful EC2 instance running a Python Flask server. A Flu
2023-10-27 Cloud Architecture
AWS Android Terraform IaC OpenCV Flutter
Constructing a Low-Latency Streaming RAG Interface Using Weaviate, Vercel Functions, and Zustand Constructing a Low-Latency Streaming RAG Interface Using Weaviate, Vercel Functions, and Zustand
Our initial attempt at a Retrieval-Augmented Generation (RAG) feature was a performance disaster. The user experience wa
2023-10-27 Full-Stack Development
React Zustand RAG Vercel Functions Weaviate Streaming
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