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OverviewLevel 0Environment & FoundationsLevel 1LLM Fundamentals & APIsLevel 2Building Simple GenAI ApplicationsLevel 3RAG Systems & Intelligent AgentsLevel 4Production Systems & DeploymentLevel 5Advanced GenAI TechniquesLevel 6Choose Your Specialization Path
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Level 2 in progress

HomeRoadmapLevel 2
2

Building Simple GenAI Applications

Create interactive GenAI apps using LangChain and Streamlit.

⏱️
Duration
2-3 weeks
📊
Difficulty
Intermediate
✓
Checkpoints
4
⚡
Est. Hours
20h

Learning Outcomes

  • Build end-to-end GenAI applications
  • Create interactive web UIs with Streamlit
  • Chain LLM calls together effectively
  • Handle and parse structured outputs
  • Deploy applications to the cloud

Topics to Master

•LangChain fundamentals
•Chains and agents basics
•Streamlit for UI building
•Output parsing and validation
•Memory and conversation history
•Basic deployment strategies
•Debugging LLM outputs

Featured Projects

Interactive Chatbot with Streamlit

Complete

Build an interactive chatbot UI using Streamlit with conversation memory.

IntermediateLevel 2
#streamlit#chatbot#ui

AI Code Generator

Complete

Create an application that generates code based on natural language descriptions.

IntermediateLevel 2
#code-generation#llm#langchain

Document Summarizer

Complete

Build an app that extracts and summarizes key information from documents.

IntermediateLevel 2
#summarization#rag#document-processing

AI-Powered Code Editor

In Progress

Full-stack application with AI code completion and intelligent suggestions.

AdvancedLevel 2
#app-dev#frontend#full-stack

Real-Time Collaborative AI App

In Progress

Build a collaborative app with WebSockets and AI features supporting multiple users.

AdvancedLevel 2
#app-dev#websockets#collab

AI Product Market Research

Starter

Comprehensive user and market research for AI product positioning.

IntermediateLevel 2
#product#research#market

Checkpoints & Milestones

This level includes 4 structured checkpoints with hands-on tasks, validation criteria, and portfolio pieces. Complete these to solidify your understanding.

View Checkpoints →
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Level 1: LLM Fundamentals & APIs
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Level 3: RAG Systems & Intelligent Agents