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Integrating a Python LlamaIndex Engine into a Scala Service with Dynamic Configuration Management via Nacos Integrating a Python LlamaIndex Engine into a Scala Service with Dynamic Configuration Management via Nacos
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
Architecting a Testable Event-Driven Pipeline for Modular NLP Processing Architecting a Testable Event-Driven Pipeline for Modular NLP Processing
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
Deploying a Verifiable Pandas Data-Analysis Agent with LangChain and Terraform Deploying a Verifiable Pandas Data-Analysis Agent with LangChain and Terraform
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
Building a Hybrid Search RAG Pipeline in ASP.NET Core Using Hugging Face and MariaDB Building a Hybrid Search RAG Pipeline in ASP.NET Core Using Hugging Face and MariaDB
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
Building a Resilient RAG Ingestion Pipeline for Static Sites with Azure Service Bus, Pinecone, and Vault Building a Resilient RAG Ingestion Pipeline for Static Sites with Azure Service Bus, Pinecone, and Vault
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
Implementing a gRPC-Controlled Kubernetes Operator with Couchbase State Management on AWS EKS Implementing a gRPC-Controlled Kubernetes Operator with Couchbase State Management on AWS EKS
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
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