Code & Cry

This is recursion

Built my first end-to-end RAG pipeline 🚀 • PDF ingestion + chunking • Local embeddings (MiniLM) • Qdrant vector DB (Docker) • Context retrieval + grounding • Mistral via OpenRouter @piyushgarg_dev @Hiteshdotcom Demo attached 👇 #BuildInPublic #GenAI #LLM

Built my first end-to-end RAG pipeline 🚀 • PDF ingestion + chunking • Local embeddings (MiniLM) • Qdrant vector DB (Docker) • Context retrieval + grounding • Mistral via OpenRouter @piyushgarg_dev @Hiteshdotcom Demo attached 👇 #BuildInPublic #GenAI #LLM

Day 6 (Morning Session 4–7 AM) 🌅 • LangChain PDF document loaders • Document chunking & splitting •Vector stores as retrievers •LangChain-powered RAG retrieval •Sync vs Async in RAG architectures •Intro to async queue-based systems @Hiteshdotcom #BuildInPublic #LangChain

@khalidxv1 Thanks! Trying to stay consistent and build step by step

@Rihan_codes RAG at 4 AM is a whole different level of commitment — vector DB + chunking in one session is solid progress.

Day 5 (4–7 AM) 🌅 • Intro to RAG & LangChain • RAG problems & naive retrieval • Indexing workflow & retrieval • Vector DB setup (Docker) • LangChain setup & PDF loaders •Chunking & vector retrievers •End-to-end RAG execution #BuildInPublic #RAG #LangChain #GenAI #LLM #AI

Day 4 (Evening Session: 6–8 PM) 🌙 Covered: •Agentic AI fundamentals •Core concepts of AI agents •Built my first AI agent •Structured outputs with Pydantic •CLI coding agent from scratch Entering AI Agents🤖🔥 #BuildInPublic #AIAgents #LLM #Python #Pydantic #100DaysOfCode

Day 4 (Morning Session: 4AM–7AM) 🌅 Completed: • HF account configuration & security • Accessing instruct-tuned models (Gemma) •Installing & using Hugging Face CLI •Downloading & running models from HF Hub Consistency mode ON 🔥 #BuildInPublic #AI #LLM #HuggingFace #GenAI

Day 3/100 🚀 Learned: • Ollama overview •Docker setup for local LLMs •Running Ollama models • OpenWebUI config • FastAPI setup • Ollama + FastAPI integration • Hugging Face CLI basics Building my local AI stack step by step 🔥 @Hiteshdotcom #BuildInPublic #AI #LLM #ollama

Day 3/100 🚀 Learned: • Ollama overview •Docker setup for local LLMs •Running Ollama models • OpenWebUI config • FastAPI setup • Ollama + FastAPI integration • Hugging Face CLI basics Building my local AI stack step by step 🔥 @Hiteshdotcom #BuildInPublic #AI #LLM #ollama

@nickvnturi @Hiteshdotcom Great idea! I’ll test a real task with zero-shot → one-shot → few-shot and compare the outputs + reasoning changes. Also trying temp 0 vs 0.8 to observe determinism vs creativity. Next: prompting for structured JSON outputs for an AI project 🚀

@Rihan_codes @Hiteshdotcom nice one. quick test to lock it in: pick 1 real task and run zero shot then one shot then few shot, log what changes and why. also try the same prompt twice with temp 0 and temp 0.8 and see how “deterministic” it really feels. what are you prompting next?

Completed Advanced Prompt Engineering today 🚀 • Prompt fundamentals • Zero, One & Few-shot prompting • Deterministic inference (One-shot) • Contextual generalization •Chain-of-Thought & Auto-CoT @Hiteshdotcom Restarting this section to master it 🔁 #BuildInPublic #AI #LLMs

Consistency on X starts NOW 🚀 Today I studied: • OpenAI API setup • Invoking APIs with Python • Google Gemini account setup • Using Gemini via OpenAI-compatible APIs Restarting the course from here to strengthen fundamentals 🔁 Hyperlapse video dropping 🎥⚡ #BuildInPublic

Consistency on X starts NOW 🚀 Today I studied: • OpenAI API setup • Invoking APIs with Python • Google Gemini account setup • Using Gemini via OpenAI-compatible APIs Restarting the course from here to strengthen fundamentals 🔁 Hyperlapse video dropping 🎥⚡ #BuildInPublic

@anvith_kateel Sir please provide update on 5th sem results 🙏

We didn’t realize it back then, but every stressful morning and sleepless night was shaping who we would become. Engineering challenged our limits, tested our patience, and taught us to stand strong even when we felt unsure. Between exams and deadlines, we found friendships that felt like home and memories that will never fade. Now, standing at the edge of one final exam, we’re not just finishing a course—we’re completing a journey filled with effort, tears, laughter, and growth. As we walk out today, we leave behind classrooms and benches, but we carry forward courage, confidence, and bonds that time can never break. Engineering life may end today, but the story it gave us will live on forever.

@grok is it true?

How introvert are you? Me: Only @X @XCorpIndia Wished me on my B'day today (except my parents) Even the regular wisher @TheOfficialSBI forgot maybe because it's Sunday Today 😄

How introvert are you? Me: Only @X @XCorpIndia Wished me on my B'day today (except my parents) Even the regular wisher @TheOfficialSBI forgot maybe because it's Sunday Today 😄

10 Days Gap for Theory of Computation exam(sem end) Let's get started with Development @Hiteshdotcom @piyushgarg_dev Good decision or what??? Continue with Dev or Study for TOC #Tech #Technology #100daysofcode #SkyNani

10 Days Gap for Theory of Computation exam(sem end) Let's get started with Development @Hiteshdotcom @piyushgarg_dev Good decision or what??? Continue with Dev or Study for TOC #Tech #Technology #100daysofcode #SkyNani