GitHub - Ratnesh-181998/AI-Engineer: AI Engineering Specially Topics- Agentic AI & GenAI Explanation

Name		Name	Last commit message	Last commit date
Latest commit History 306 Commits
10 practical chunking techniques.pdf		10 practical chunking techniques.pdf
15 STRATEGIES TO REDUCE LLM COSTS.pdf		15 STRATEGIES TO REDUCE LLM COSTS.pdf
20 Essential LLM guardrails.pdf		20 Essential LLM guardrails.pdf
6 RAG Enhancement Techniques.pdf		6 RAG Enhancement Techniques.pdf
AI AGENT ARCHITECT.pdf		AI AGENT ARCHITECT.pdf
AI AGENTS GUIDEBOOK.pdf		AI AGENTS GUIDEBOOK.pdf
AI Engineer interview, you cannot ignore RAG (Retrieval-Augmented Generation)..pdf		AI Engineer interview, you cannot ignore RAG (Retrieval-Augmented Generation)..pdf
AI Engineering.pdf		AI Engineering.pdf
AI Periodic Table Explained Mapping LLMs, RAG & AI Agent Frameworks1.jpg		AI Periodic Table Explained Mapping LLMs, RAG & AI Agent Frameworks1.jpg
AI Periodic Table Explained Mapping LLMs, RAG & AI Agent Frameworks2.jpg		AI Periodic Table Explained Mapping LLMs, RAG & AI Agent Frameworks2.jpg
AI Periodic Table Explained Mapping LLMs, RAG & AI Agent Frameworks3.jpg		AI Periodic Table Explained Mapping LLMs, RAG & AI Agent Frameworks3.jpg
AI SYSTEMS ARCHITECT Complete Roadmap.pdf		AI SYSTEMS ARCHITECT Complete Roadmap.pdf
AI Stack AWS vs Azure vs GCP.pdf		AI Stack AWS vs Azure vs GCP.pdf
Adaptive RAG Reduced Hallucinations by 70% in Production.pdf		Adaptive RAG Reduced Hallucinations by 70% in Production.pdf
Agentic Memorys.pdf		Agentic Memorys.pdf
Al Governance Framework for India 2025-26.pdf		Al Governance Framework for India 2025-26.pdf
All 15 RAG Components Overviews.pdf		All 15 RAG Components Overviews.pdf
Build AI Agents with LLMs, RAG & Knowledge Graphs.pdf		Build AI Agents with LLMs, RAG & Knowledge Graphs.pdf
Building-an-Enterprise-AI-Knowledge-Assistant.pdf		Building-an-Enterprise-AI-Knowledge-Assistant.pdf
Building_Agentic_AI_Systems_Create_intelligent,_autonomous_AI_agents.pdf		Building_Agentic_AI_Systems_Create_intelligent,_autonomous_AI_agents.pdf
Components of AI agents.pdf		Components of AI agents.pdf
DeepSeek's mHC.pdf		DeepSeek's mHC.pdf
Different Types of Retrieval in RAG System.pdf		Different Types of Retrieval in RAG System.pdf
Embeddings & Vector Stores.pdf		Embeddings & Vector Stores.pdf
Essential LLMOps Commands.pdf		Essential LLMOps Commands.pdf
Fine-Tuning LLMs Without the Confusion.pdf		Fine-Tuning LLMs Without the Confusion.pdf
Fine-Tuning LLMs.pdf		Fine-Tuning LLMs.pdf
Futures Report on Agentic AI.pdf		Futures Report on Agentic AI.pdf
Generative AI Project Cheat Sheet.pdf		Generative AI Project Cheat Sheet.pdf
Generative Al Design Patterns.pdf		Generative Al Design Patterns.pdf
HandlingLLM API Failures.pdf		HandlingLLM API Failures.pdf
How To Build AI Agents From Scratch.pdf		How To Build AI Agents From Scratch.pdf
LICENSE		LICENSE
LLM Agents and Tool Use.pdf		LLM Agents and Tool Use.pdf
LLM Cheatsheet.pdf		LLM Cheatsheet.pdf
LLM Evaluation Guide.pdf		LLM Evaluation Guide.pdf
LLM Fine Tuningb Engineer Interview Questions and Answers.pdf		LLM Fine Tuningb Engineer Interview Questions and Answers.pdf
LLM Hands On .pdf		LLM Hands On .pdf
LangChain Components.pdf		LangChain Components.pdf
LangChain-Prompts.pdf		LangChain-Prompts.pdf
LangGraph Cheat Sheet for Agentic AI.pdf		LangGraph Cheat Sheet for Agentic AI.pdf
MCP illustrated guidebook.pdf		MCP illustrated guidebook.pdf
MODEL AI GOVERNANCE FRAMEWORK FOR AGENTIC AI.pdf		MODEL AI GOVERNANCE FRAMEWORK FOR AGENTIC AI.pdf
Master All 20 Agentic AI Design Patterns.pdf		Master All 20 Agentic AI Design Patterns.pdf
Master LLM Fine-Tuning.pdf		Master LLM Fine-Tuning.pdf
Mastering of RAG.pdf		Mastering of RAG.pdf
Micheal Lanham - AI Agents in Action (2025, Manning) - libgen.li.pdf		Micheal Lanham - AI Agents in Action (2025, Manning) - libgen.li.pdf
Multi Agent Design Patterns Cheat Sheet End to End.pdf		Multi Agent Design Patterns Cheat Sheet End to End.pdf
Multi Agent Design Patterns Cheat Sheet.pdf		Multi Agent Design Patterns Cheat Sheet.pdf
Multi-Agent Systems.pdf		Multi-Agent Systems.pdf
Popular AI Agents Frameworks.pdf		Popular AI Agents Frameworks.pdf
Pretraining, Scaling, and Optimization of LLM.pdf		Pretraining, Scaling, and Optimization of LLM.pdf
Prompt Engineering Complete Guides.pdf		Prompt Engineering Complete Guides.pdf
Prompt Engineering Guide by Google.pdf		Prompt Engineering Guide by Google.pdf
Prompt Engineering for LLMs.pdf		Prompt Engineering for LLMs.pdf
Prompt Repetition Improves Non-Reasoning LLMs.pdf		Prompt Repetition Improves Non-Reasoning LLMs.pdf
RAG Interactive Learning and Interview Preparation.pdf		RAG Interactive Learning and Interview Preparation.pdf
RAG Meets LLMs.pdf		RAG Meets LLMs.pdf
RAG with LangGraph Cheat Sheet.pdf		RAG with LangGraph Cheat Sheet.pdf
README.md		README.md
Rag_From_Scratch.pdf		Rag_From_Scratch.pdf
Reasoning Models Generate Societies of Thought.pdf		Reasoning Models Generate Societies of Thought.pdf
Reducing Latency in RAG Systems.pdf		Reducing Latency in RAG Systems.pdf
Reinforcement Learning (RL) is a type of machine Learning.pdf		Reinforcement Learning (RL) is a type of machine Learning.pdf
Risk Management and Governance of AI ML Models.pdf		Risk Management and Governance of AI ML Models.pdf
Small Language Models for AI Agents.pdf		Small Language Models for AI Agents.pdf
Step by Step Roadmap to create your First AI Agent .pdf		Step by Step Roadmap to create your First AI Agent .pdf
System Architecture for Agentic LLMs.pdf		System Architecture for Agentic LLMs.pdf
System Architecture for Agentic Large Language Models Complete textbook.pdf		System Architecture for Agentic Large Language Models Complete textbook.pdf
TOP 9 LLM API PARAMETERS.pdf		TOP 9 LLM API PARAMETERS.pdf
Top 50 Large Language Model (LLM) Interview Questions.pdf		Top 50 Large Language Model (LLM) Interview Questions.pdf
Toward Efficient Agents A Survey of Memory, Tool learning, and Planning.pdf		Toward Efficient Agents A Survey of Memory, Tool learning, and Planning.pdf
Training LLMs.pdf		Training LLMs.pdf
Transformers & Large Language Modelss.pdf		Transformers & Large Language Modelss.pdf
Understanding EMBEDDING MODELS.pdf		Understanding EMBEDDING MODELS.pdf
Vector Database Architecture Cheat Sheet.pdf		Vector Database Architecture Cheat Sheet.pdf
Vector Database Architecture Cheat Sheets.pdf		Vector Database Architecture Cheat Sheets.pdf
Vectorless Tree Retrieval for RAG.pdf		Vectorless Tree Retrieval for RAG.pdf
What is Text Chunking Process.pdf		What is Text Chunking Process.pdf
arXiv-2210.03629v3.tar.gz		arXiv-2210.03629v3.tar.gz
𝐂𝐡𝐮𝐧𝐤𝐢𝐧𝐠 𝐢𝐬 𝐬𝐢𝐥𝐞𝐧t 𝐛𝐮𝐭 𝐢𝐭 𝐝𝐞𝐜𝐢𝐝𝐞𝐬 𝐲𝐨𝐮𝐫 𝐀𝐈’𝐬 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 .pdf		𝐂𝐡𝐮𝐧𝐤𝐢𝐧𝐠 𝐢𝐬 𝐬𝐢𝐥𝐞𝐧t 𝐛𝐮𝐭 𝐢𝐭 𝐝𝐞𝐜𝐢𝐝𝐞𝐬 𝐲𝐨𝐮𝐫 𝐀𝐈’𝐬 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 .pdf
𝐑𝐞𝐀𝐜𝐭-�𝐨𝐦𝐛𝐢𝐧𝐢𝐧𝐠 𝐑𝐞𝐚𝐬𝐨𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐀𝐜𝐭𝐢𝐧𝐠 𝐢𝐧 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬.pdf		𝐑𝐞𝐀𝐜𝐭-�𝐨𝐦𝐛𝐢𝐧𝐢𝐧𝐠 𝐑𝐞𝐚𝐬𝐨𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐀𝐜𝐭𝐢𝐧𝐠 𝐢𝐧 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬.pdf

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