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Learning-Curve.js
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153 lines (152 loc) · 4.78 KB
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const batchLectures = [
{
videoNo: 1,
videoTitle: "GenAI Basics & Transformer In GPT",
learnings: [
"Understanding Generative AI and its applications For Developers",
"Learning about GPT-Transformer architecture and its role in GPT models",
"Tokenization , Vector Embeddings Types Via OpenAI",
],
github: "https://github.com/YashPandey1405/tokenizer-visualizer",
date: "29th August 2025",
},
{
videoNo: 2,
videoTitle: "Master Prompting In GenAI",
learnings: [
"Learned Prompting Importance",
"GIGO Principle",
"Different Prompt Styles In GenAI",
"System-Prompt Engineering Techniques",
],
github: "https://github.com/YashPandey1405/system-prompts-genai",
date: "2nd September 2025",
},
{
videoNo: 3,
videoTitle: "Agentic AI In GenAI",
learnings: [
"What Is Agentic AI",
"Implementation Via COT-Prompting",
"Attached 10+ Agents In The Mini-Project",
],
github: "https://github.com/YashPandey1405/AgenticAI",
date: "6th September 2025",
},
{
videoNo: 4,
videoTitle: "RAG Basics & Implementation",
learnings: [
"Leaned What Is RAG",
"RAG Indexing & Retrievel Step",
"RAG Implementation Via Vector-DB's",
"Importance Of LangChain In RAG",
],
github: "https://github.com/YashPandey1405/ragify-nextjs",
date: "8th September 2025",
},
{
videoNo: 5,
videoTitle: "Advanced System Design In RAG Architecture",
learnings: [
"Learned User Query Re-Write",
"Select Relevant Chunks Via Judge-LLM",
"Sub-Query Generation",
"Hypothetical Document Embedding (HyDE) Importance",
],
date: "10th September 2025",
},
{
videoNo: 6,
videoTitle: "LangGraph & LangSmith Overview",
learnings: [
"Learned About LangGraph & LangSmith Overview",
"Learned Relevance Of Nodes And Edges In LangGraph Workflow & LangSmith Tracing",
"Why LangGraph Became Less relevant After OpenAI Agent SDk's",
"Areas Where LangGraph Is Still Useful --> Modular Workflow , Conditional Branching & Stateful LLM's",
],
github: "https://github.com/YashPandey1405/LangGraph-BranchFlow",
date: "13th September 2025",
},
{
videoNo: 7,
videoTitle: "Learned About OpenAI Agent SDK TS",
learnings: [
"How They Killed LangGraph Ecosystem",
"What Are Agents & Tools",
"Handoff Agents & Workflow",
],
github: "https://github.com/YashPandey1405/multi-agent-playground",
date: "15th September 2025",
},
{
videoNo: 8,
videoTitle: "OpenAI Agent SDK Continued",
learnings: [
"Learned I/P & O/P Guardrails In Agent SDK",
"Human-In-The-Loop Agents",
"Threads In OpenAI Agent Workflow",
"Tracing In Agentic Workflow",
],
github: "https://github.com/YashPandey1405/safe-bank-assistant",
date: "16th September 2025",
},
{
videoNo: 9,
videoTitle: "memory In LLMs In GenAI",
learnings: [
"What is Context Window & Chat Management",
"Short Term & Long Term Memory",
"Types To Manage LLM's Memory",
"Learned About mem0 Package To Manage Memory Via Vector DB's",
],
github: "https://github.com/YashPandey1405/qdrant-openai-memory-demo",
date: "17th September 2025",
},
{
videoNo: 10,
videoTitle: "Graph Databases In GenAI",
learnings: [
"Learned About Graph databases & Neo4j",
"Nodes & Relationship In Neo4j Graph DB",
"Learned Some Basic CYPHER Commands",
"Mini-Project For Neo4j + QdrantDB + Mem0 Memory Integration",
],
github: "https://github.com/YashPandey1405/neo4j-db-integration",
date: "18th September 2025",
},
{
videoNo: 11,
videoTitle: "Conversational AI Using OpenAI Agent SDK TS",
learnings: [
"Learned Different Types Of I/P & O/P in LLM",
"Old Chaned Speech Pipeline Vs New Chainless Speech Pipeline",
"Learned About Realtime Agent With Ephemeral Key For Safety",
"Web-RTC Session Management Of LiveKit & NextJS",
],
github: "https://github.com/YashPandey1405/yash-ai-voice-assistant",
date: "19th September 2025",
},
{
videoNo: 12,
videoTitle: "Model Context Protocol In GenAI",
learnings: [
"Learned About MCP Importance In GenAI",
"MCP CLient , Host And Servers Architecture",
"How MCP Is Useful In RAG & Agentic AI Via STDIO Package",
],
date: "20th September 2025",
},
// {
// videoNo: "13",
// videoTitle: "Docker Basics , Ollama And Fine-Tuning",
// learnings: [
// "Docker Image & Container",
// "Docker Based Deployment Via AWS",
// "Docker Image Optimization Strategies",
// "Learned Some Basics Of Fine-Tuning Via Ollama",
// ],
// date: "22th September 2025",
// },
];
export default batchLectures;