Archives | 51eshare

2023

11

21

The initial requirement was straightforward: integrate a semantic search capability into our existing Scala-based micros

2023-11-21 Backend Architecture

Microservices Nacos RESTful API Scala Search LlamaIndex

21

The monolith’s biggest flaw wasn’t performance; it was inertia. Our initial text processing service was simple: it recei

2023-11-21 Software Architecture

Vitest Software Engineering & Architecture TypeScript NLP Testing Event-Driven Architecture

21

The core pain point was enabling non-technical stakeholders to query complex financial datasets without giving them dire

2023-11-21 AI Engineering

Python Terraform MLOps Pandas LangChain

21

The mandate was clear: integrate semantic search and question-answering capabilities into our existing product suite. Th

2023-11-21 Software Architecture

ASP.NET Core MariaDB Software Engineering & Architecture RAG Hugging Face Transformers Vector Search

15

The core technical pain point originated from a seemingly positive problem: our technical documentation, built with a St

2023-11-15 Cloud Native

HashiCorp Vault Azure Service Bus Linkerd SSG Pinecone

15

The operational challenge with distributed caching in a microservices environment isn’t populating the cache, but invali

2023-11-15 Cloud Native

GitHub Actions gRPC-Go AWS EKS Distributed & Middleware Couchbase