Feed
Pro
Search

Author

Write
Drafts

Bug0 - The AI-native e2e QA regression testing Bug0 Browsers - Cloud Chromium on demand, per-minute, live preview Passmark - The open-source AI framework for regression testing Hackathons Changelog Brand @hashnode on X Hashnode on LinkedIn Support - hello+support@hashnode.com Code of Conduct Terms Privacy Sitemap
Sign in

Search Hashnode

Search posts, tags, users, and pages

@shub4am

Shubham Prakash

@shub4am

Software Engineer

Joined August 2025

About

Nothing here yet.

Available for

Nothing here yet.

Shubham Prakash's blogs

Vector embeddings chat with parentsvector-embedding-expalined.hashnode.dev1 post

Tokenization for freshers explainedtokenization-explained.hashnode.dev1 post

GPT explainedgpt-explained-to-kids.hashnode.dev1 post

System Promptssystem-prompts.hashnode.dev1 post

Building Thinking Model with CoTthinking-models-with-cot.hashnode.dev1 post

About

Nothing here yet.

Available for

Nothing here yet.

Shubham Prakash's blogs

Vector embeddings chat with parentsvector-embedding-expalined.hashnode.dev1 post

Tokenization for freshers explainedtokenization-explained.hashnode.dev1 post

GPT explainedgpt-explained-to-kids.hashnode.dev1 post

System Promptssystem-prompts.hashnode.dev1 post

Building Thinking Model with CoTthinking-models-with-cot.hashnode.dev1 post

Articles Comments

Recently published

SPShubham Prakashinrag-failures-mitigation.hashnode.dev·Aug 22, 2025 · 6 min read

Navigating the Pitfalls of RAG

Common Failure Cases and Quick Mitigations Retrieval-Augmented Generation (RAG) has revolutionized how Large Language Models (LLMs) access and utilize external knowledge, enabling them to generate more accurate, relevant, and up-to-date responses. Ho...

SPShubham Prakashinrag-patterns.hashnode.dev·Aug 22, 2025 · 6 min read

Scaling RAG Systems for Better Outputs

Retrieval-Augmented Generation (RAG) has revolutionized how Large Language Models (LLMs) interact with external knowledge, moving beyond their pre-trained limitations. However, as applications scale and demands for accuracy and efficiency grow, advan...

SPShubham Prakashinrag-explained.hashnode.dev·Aug 20, 2025 · 6 min read

Retrieval Augmented Generation (RAG): Bridging the Knowledge Gap in LLMs

Large Language Models (LLMs) have revolutionized how we interact with information, generating remarkably coherent and contextually relevant text. However, they inherently suffer from a critical limitation: their knowledge is confined to the data they...

SPShubham Prakashinshub4am.hashnode.dev·Aug 17, 2025 · 4 min read

Understanding Agentic AI: Agents, Tools, and How They Work

Artificial Intelligence (AI) has been evolving rapidly, moving from static models that simply respond to queries to more dynamic systems capable of taking actions autonomously. One of the most exciting frontiers in this evolution is Agentic AI — a pa...

SPShubham Prakashinthinking-models-with-cot.hashnode.dev·Aug 15, 2025 · 4 min read

Building a Thinking Model from a Non-Thinking Model Using Chain-of-Thought

Ever wonder how some AI answers tough questions, not just simple ones? It's like the difference between someone memorizing facts versus someone who can actually think through a problem. In this article, we'll explore a cool trick called "Chain-of-Tho...