Introduction: LangChain has emerged as the dominant framework for building production Retrieval-Augmented Generation (RAG) applications, providing abstractions for document loading, text splitting, embedding, vector storage, and retrieval chains. By late 2023, LangChain reached production maturity with improved stability, better documentation, and enterprise-ready features. After deploying LangChain-based RAG systems across multiple organizations, I’ve found that its […]
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Windows Phone 8 – Internet Explorer 10 support for Mobile Websites–UserAgent(UA) details for IE10-WP8
Earlier Microsoft has announced that upcoming Windows Phone 8 will have Mobile version of Internet Explorer 10. IE10 have lots of improvements in terms of HTML5, JavaScript/ECMAScript support etc. If you want your existing mobile websites to compatible to IE10 and you are using any User Agent(UA) detection logic to provide UA specific User Experience […]
Read more →Stack & Heap (Storage of Value Types and Reference Types)
As i have informed in my previous article, In an IT Services compnay interviewer has asked me about the Difference between value types and reference types in .NET. I have conveyed that Value Types are stored in “Stack” (Datastructure for Memory Management Technique) and Reference Types are stored in “Heap”. He immediately asked me why […]
Read more →Mastering Google Cloud Storage: A Complete Guide to Object Storage at Scale
Google Cloud Storage provides the foundation for data storage across virtually every GCP workload, offering eleven-nines durability (99.999999999%), global availability, and seamless integration with analytics and ML services. Storage Classes Comparison Google Cloud Storage Architecture Location Types Type Example Availability Use Case Multi-region US, EU, ASIA 99.95% Global apps, HA + DR Dual-region US-EAST1 + […]
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