Learn how to build a private RAG (Retrieval-Augmented Generation) system using a locally deployed Llama model. This step-by-step guide covers document processing, embeddings, vector databases, semantic search, and prompt construction to help an AI assistant answer questions using sensitive internal documents without sending data to external AI services.
Tag: software development
What Is Refactor And Why Is It Matter ?
What is refactoring and why change code that already works? How refactoring reduces bugs and cost, when to do it, and how to explain its value to your manager
How To Avoid Merge Conflicts In Software Development
Merge conflicts waste development time. Learn why they happen, how branching habits and small commits prevent them, and how to resolve conflicts calmly in Git.
Merge VS Rebase: Which Is Better ?
Merge or rebase? Compare how each shapes your Git history, the risks of rewriting commits, and why merge is often the safer choice for a working team.
Store DateTime as ISO 8601 Instead Of Timestamp
Why store dates as ISO 8601 instead of Unix timestamps? Time zones, readability and debugging, with practical advice for databases, APIs and logs.
Why Knowing One Programming Language Is Not Enough ?
Is a second programming language worth your time? How different languages shape the way you solve problems, and why one-language engineers hit a ceiling.
What is a Senior Software Developer ?
Shortly said, when you can handle entire development cycle, end to end.
Why does your software get bugs year after year ?
Human, machine or money are all involved.
Good code – Bad code
To Be Better Programmer
Software developer pathways
Software Developer World Map