Knowledge Base

llm

Advanced technical deep dives, system architecture breakdowns, and tactical implementations for high-performance engineering environments.

AI and Machine Learning

Knowledge Graphs: Enhancing LLM Reasoning with Structured Data

Unlock superior LLM reasoning with knowledge graphs. Learn how structured data, RAG, and graph databases combat hallucinations for accurate, explainable AI. Deep dive with Khadervali.

Jul 14, 2026 17 min read
AI and Machine Learning

Building Production-Ready RAG with LangChain & ChromaDB

Learn to build robust, scalable RAG systems with LangChain and ChromaDB. This guide covers architecture, advanced retrieval, data management, and deployment strategies.

Jul 11, 2026 17 min read
AI and Machine Learning

Build Python AI Agents with Function Calling

Unlock the full potential of AI agents with Python and function calling. Learn to architect, build, and deploy intelligent agents capable of interacting with external…

Jul 09, 2026 17 min read
AI and Machine Learning

Fine-Tuning LLMs with LoRA: A Practical Guide

Unlock the power of fine-tuning Large Language Models with LoRA. This practical guide for developers covers setup, implementation, best practices, and real-world scenarios.

Jul 07, 2026 13 min read
AI and Machine Learning

Building AI Agents with Function Calling in Python

Learn to build powerful AI agents in Python using function calling. Integrate LLMs with external tools for real-time data, actions, and enhanced capabilities. Comprehensive guide…

Jul 01, 2026 17 min read
AI and Machine Learning

Knowledge Graphs: Enhancing LLM Reasoning with Structured Data

Unlock advanced AI reasoning. Explore how knowledge graphs provide LLMs with structured data, combating hallucinations and boosting accuracy. Deep dive into RAG, agents, and real-world…

Jun 18, 2026 16 min read
Building AI Agents with Function Calling in Python hero image showcasing LLM tool use architecture
AI and Machine Learning

Building AI Agents with Function Calling in Python

Learn to build powerful AI agents in Python using function calling. This guide covers LLM tool use, architecture, code examples, and real-world applications.

Jun 01, 2026 16 min read