Day 7 of #ChaiCode GenAI Cohort 🚀 Naive RAG breaks when user queries are vague. Fix: use a lightweight LLM to rewrite the query before retrieval, so the main LLM gets a cleaner prompt. Real-world RAG pipelines vary a lot

#ChaiCode GenAI Class 4 🚀 Learned RAG in depth Built our own RAG pipeline using QdrantDB + OpenAI SDK 📄 Load & chunk a PDF → embed into vector DB ❓ User asks a question → relevant chunks retrieved 🤖 LLM answers using that context Basically our own mini NotebookLM #GenAI

GenAI class recap: - context windows & hallucination risk, - LLM SDKs (OpenAI/Claude/Gemini) w/ tools, - structured outputs via Zod, - streaming responses, and - prompt injection defense. - request/response wrappers, - RBAC, platform guardrails. #chaicode #genai

Cohort comes to end.. will miss those class with so much learnings and fun. it's quite a memorable journey. Thank you @Hiteshdotcom @piyushgarg_dev @nirudhuuu and @ChaiCodeHQ Team 💖 #chaicode #webdev

GenAI Class 2 🚀 Learned Prompt Engineering: • Zero-shot, Few-shot, Chain of Thought & Role Play • Built a simple AI Agent with tools + a while loop (officially a "Loop Engineer" 😄) • Explored Alpaca, ChatML, INST (Llama 2) & FLAN-T5 prompt formats #chaicode #GenAI

GenAi Cohort Class 1 Got to know what is AI, ML, Neural Network, LLM, GPTs Tokenization, Embeddings using Vectors, Self Attention model, How LLMs are trained and corrected, and so many nuances about AI, ML. #chaicode #GenAi

Today we learn how to work with Notifications using Expo Notification and Firebase Cloud Messaging. Local App Notification Schedule Notification Push Notification @ChaiCodeHQ @surajtwt_ @Hiteshdotcom #chaicode #expo

Day 2 of building Ai Code Reviewer Today we learner/implemented - how LLM and RAG works under the hood. 🤖 - setup webHooks with ngrok - setup Octokit for working with github - setup inngest - setup OpenRouter @surajtwt_ @ChaiCodeHQ @Hiteshdotcom

Got to know how access photos, audio, media file using expo media libraries. and battery and network properties. At the end we played live quiz on #ChaiCode Mobile Dev Cohort 🤌🏻 @ChaiCodeHQ @Hiteshdotcom @surajtwt_ @yntpdotme

This week we are building our own CodeRabbit in ChaiCode Web Dev Cohort Today we initialized our project and implemented auth system using Better Auth with Postgres DB and Prima ORM. also setup up Signup, login, logout Dashboard with Shadcn UI. #chaicode

ChaiCode Mobile Development Cohort Today Learnings - working with Camera Module - Image capture and storing in cache storage - working with Audio Module - playing audio,recoding audio,playing recorded audio. @ChaiCodeHQ @surajtwt_ @Hiteshdotcom #chaicode #expo #reactnative

Today's Cohort Learnings 🚀 • Explored Corsair (YC W25) and the problem it's solving • Saw how AI can integrate across social apps • Learned to set up Corsair locally with Piyush Sir Builder Mode ON 🔥 | MacBook Giveaway Hackathon 💻 #chaicode #corsair-dev

#ChaiCode Mobile Dev Cohort Today learned - EAS workflows for automating App publishment - configuring Google Play Console - and some nuances for publishing a App. it will take multiple iteration for learning all of this EAS workflows and Google Console things. #reactnative #expo

Today’s WebDev class learnings 🚀 - Next.js internals -API Routes - Prisma ORM - Built a full-stack Todo App with Next.js -Hands-on session with full-stack concepts & backend integration 🔥 #chaicode #nextjs #webdev

Today’s Mobile Dev Cohort learnings 📱 - Storing data offline in mobile apps - Working with AsyncStorage for local persistence - Using Secure Store for sensitive data - Managing databases with SQLite in Expo - Handling files using Expo FileSystem #chaicode #reactnative #expo

it was a lite weight class today. 😄 - Got to know about Nextjs - Nexts file based router - dynamic routes, catch all routes etc. - and some more Nextjs nuances. #webdev #chaicode #nextjs