Darshik Bambhroliya

[Darshik Bambhroliya @Darshik8677]

Today’s GenAI class Built own CursorCLI from scratch under the guidance of
@surajtwt_
#ChaiCLI

[Darshik Bambhroliya @Darshik8677]

Today’s GenAI class Built own Ai pitch Deck from scratch under the guidance of
@surajtwt_

[Darshik Bambhroliya @Darshik8677]

Today’s GenAI class
Built own GitHub Wiki from scratch under the guidance of @surajtwt_

[Darshik Bambhroliya @Darshik8677]

Today's GenAI class About
Creating own Voice Agent:
Speech → Text with Whisper
LLM Call
Text → Speech
Interruption system

[Darshik Bambhroliya @Darshik8677]

Today’s GenAI class was all about Skills
* How to create and upload Skills
* How Skills extend what an AI can do
* Difference between Skills, Plugins, and Connectors

[Darshik Bambhroliya @Darshik8677]

Today's GenAi class about MCP
Learned how MCP gives AI agents access to context and tools, allowing agents to understand relevant information and call external tools/services when needed.

[Darshik Bambhroliya @Darshik8677]

Today’s GenAI class
Built an AI Preview app using OpenAI + Innges

[Darshik Bambhroliya @Darshik8677]

Today’s GenAI class was about Graph Databases, Neo4j & Cypher
Learned the fundamentals of graph data:
Nodes → entities
Edges → connections between entities

[Darshik Bambhroliya @Darshik8677]

Today GenAi class in we build own AgentSDK

[Darshik Bambhroliya @Darshik8677]

Today's Gen AI Class: AI Memory Systems
Types of AI Memory:
• STM (Short-Term Memory)
• LTM (Long-Term Memory)
• Episodic Memory
• Facts (Semantic) Memory

[Darshik Bambhroliya @Darshik8677]

Today GenAi class ablout
Query Rewriting
Query Translation (More ↔ Less Abstraction)
Step-Back Prompting
Sub-Question Decomposition
Multi-Query Retrieval
Query Routing
Hybrid Search (Vector + BM25)
Reranking
Context Compression
Self-RAG & Corrective RAG (CRAG)

[Darshik Bambhroliya @Darshik8677]

Day 3 of my GenAI journey 🚀
Today's topic: RAG
📚 What is RAG?
Instead of relying only on an LLM's training data, RAG retrieves relevant information from external sources (documents, databases, vector stores) and uses it as context before generating a response.

[Darshik Bambhroliya @Darshik8677]

Today GenAI Class About
Topics Covered:
• LLM Constraints
• Context Window
• REST API → SDK → Agent SDK
• Batteries Included
• AI Slop
• Structured Output
• Streaming Output
• Prompt Injection vs Jailbreaking
• 4 Types of Prompt Injection,RBAC,Defensive Wrapper

[Darshik Bambhroliya @Darshik8677]

Day 2 of GenAI
Today I learned about Prompt Engineering & AI Agent
Prompting Techniques
• Zero-shot prompting
• Few-shot prompting
• Chain-of-Thought prompting
• Role-play prompting
Create Agent
Loop Engineering & Harness Engineering
Prompt Engineering
#chaicode

[Darshik Bambhroliya @Darshik8677]

Day 02
Building projects under the guidance of @surajtwt_
Completed the v0 Clone project today.
It was also the last class of the cohort.

[Darshik Bambhroliya @Darshik8677]

Today's Progress: v0 Clone
Set up the project with Next.js and shadcn/ui.
Configured TanStack Query and Clerk Authentication.
Built the home page and initialized the database.
Added Inngest, Project CRUD, and E2B sandbox setup.

[Darshik Bambhroliya @Darshik8677]

Today's class was focused on DevOps fundamentals.
Learned about:
AWS basics and cloud infrastructure
OpenTelemetry (OTel) for observability, monitoring, and tracing applications

[Darshik Bambhroliya @Darshik8677]

Today I learned the difference between RBAC and ReBAC.
RBAC (Role-Based Access Control)
ReBAC (Relationship-Based Access Control)

[Darshik Bambhroliya @Darshik8677]

Day 03 Completed ✅🚀
Building projects under the guidance of @surajtwt_
Today's achievements:
Implemented Razorpay payment integration
Integrated Pinecone vector database
Improved the UI with shadcn/ui
complete paymentgatway

[Darshik Bambhroliya @Darshik8677]

Day 02 🚀
Building projects under the guidance of @surajtwt_
Today's project: AI Code Reviewer
Today we implemented AI and Inngest in the project. Ngl, I was a bit confused with some concepts and how everything works behind the scenes, but seeing it come together was exciting.