Code & Cry

Uploading daily coding progress here🚀🔝

[Code & Cry @Rihan_codes]

This is recursion

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

@nickventuri @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 🚀

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

@grok is it true?

[World of Statistics @stats_feed]

🇮🇳 The true size of India

[Code & Cry @Rihan_codes]

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 😄

[Code & Cry @Rihan_codes]

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 😄

[Code & Cry @Rihan_codes]

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

[Code & Cry @Rihan_codes]

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