Catalyst Programmers is a leading IT training institute in Jaipur offering live Agentic AI Developer training with projects and placement support. Build LLM apps with Gemini & OpenAI API keys, local Ollama, RAG with Hugging Face Transformers, agentic AI, and MCP servers.
LLMs · RAG · Agents · MCP — from API keys to production Gen AI apps
Variables, if/else, match-case, loops, functions, classes, decorators, generators, virtual envs, pip
What is an LLM, tokens, context window, temperature, system/user prompts, chat vs completion APIs
Google Gemini API keys & SDK, OpenAI API keys & SDK, streaming responses, error handling, cost control
Install Ollama, pull models, REST API, local API keys, privacy vs cloud trade-offs, model selection
Zero-shot, few-shot, chain-of-thought, role prompts, structured JSON output, prompt templates
Embeddings, vector stores, document chunking, Hugging Face Transformers, sentence-transformers, retrieval pipeline
Tool calling, ReAct pattern, multi-step agents, memory, LangChain/LlamaIndex overview, guardrails
Model Context Protocol (MCP) basics, build a custom MCP server, connect tools to Claude/Gemini, capstone Gen AI app
Book a free counselling session at Catalyst Programmers — Jaipur.