Dedication

Author

Ranjan Kumar

Keywords

ChatML, LLMs, Prompt Engineering, LangChain, LlamaIndex, Structured Prompting, AI Development, Conversational AI, OpenAI, GPT, Claude, FastAPI, Ollama, Tool Integration, Memory Management

To my family — whose love, patience, and faith make every creation possible. This book is as much theirs as it is mine.