16 articles with this tag
Learn to fine-tune large language models for your use case. Master LoRA, QLoRA, dataset preparation, and deploy custom models with OpenAI and Hugging Face.
Master Retrieval-Augmented Generation for LLM applications. Learn document processing, embeddings, vector search, and build production RAG systems.
Connect your Spring Boot app to external tools, databases, and APIs using Model Context Protocol. Complete guide with working code.
Deploy AI agents to production with confidence. Learn monitoring with LangSmith, evaluation strategies, security best practices, and scalable deployment patterns.
Convert unpredictable LLM text into type-safe Java objects. BeanOutputConverter, ListOutputConverter, and custom converters explained.
Complete guide to LangChain4j - RAG, memory, agents, and tools for Java developers. Stop rewriting Python code.
Master MCP to connect Claude and other LLMs to external tools, databases, and APIs. Complete guide with Python and TypeScript examples for building MCP servers.
Run AI agents 100% locally with Ollama. Learn to set up Llama 3.2, Mistral, and DeepSeek, then build production-ready agents that work offline with full privacy.
Master LangChain for building LLM-powered applications. Learn chains, agents, memory, RAG, and integrate with OpenAI, HuggingFace, and vector databases.
Master multi-agent orchestration with CrewAI and LangGraph. Build specialized AI teams that collaborate, delegate tasks, and solve complex problems together.
Master LangGraph for building production AI agents. Learn state graphs, conditional routing, cycles, and persistence patterns with hands-on examples.
Build powerful AI agents with real-world tools. Learn to integrate web search, execute code safely, work with files, and connect to external APIs using LangGraph.
Master AI agents from the ground up. Learn the agent loop, build a working agent in pure Python, and understand the foundations that power LangGraph and CrewAI.
Master Claude AI API for building AI applications. Learn chat completions, tool use, vision, streaming, and production best practices.
Learn prompt engineering techniques for ChatGPT, Claude, and other LLMs. Master zero-shot, few-shot, chain-of-thought, and advanced prompting strategies.
Master AI agent development with LangChain and AutoGen. Learn agent architectures, tool use, multi-agent systems, and build autonomous AI applications.