AI Archives - Page 11 of 19

Stop ‘Vibe Checking’ Your Prompts: A Practical Guide to DeepEval

May 11, 2026

Move past manual 'vibe checks' and learn how to automate LLM quality assurance. This guide covers using DeepEval to unit test prompts for faithfulness, relevancy, and hallucinations.

Build a Real-Time AI Research Agent: LangChain and Tavily API Guide

May 9, 2026

Build a production-ready AI Research Agent using LangChain and Tavily. Learn how to connect LLMs to the live internet for accurate, real-time data synthesis in Python.

Clean Data, Better RAG: Mastering Microsoft MarkItDown for Python Pipelines

May 9, 2026

Boost your RAG system's accuracy by standardizing data ingestion. Learn how to use Microsoft MarkItDown and Python to convert complex PDFs, Excel, and Word files into clean, LLM-friendly Markdown.

Deploying Dify with Docker: A Professional Guide to Low-code AI Agents and RAG

May 8, 2026

Ditch the complex LangChain boilerplate. Learn how to deploy Dify with Docker and build document-aware AI agents that actually work in production.

AI in Malware Analysis: Using LLMs to Deobfuscate and Summarize Malicious Scripts

May 7, 2026

Automate the most tedious parts of reverse engineering. Learn how to use LLMs to deobfuscate malicious scripts and extract threat intelligence in seconds.

Mastering Structured JSON Output with OpenAI and Claude: Building Robust AI Pipelines

May 7, 2026

Learn how to eliminate parsing errors in your AI pipelines by using Structured Outputs in OpenAI and Tool Use in Claude. This guide covers implementation with Python and Pydantic for reliable, production-grade JSON data extraction.

Stop Guessing: Automate Your Prompt Testing with Promptfoo

May 7, 2026

Tired of manual prompt testing? Learn how to use Promptfoo to automate LLM evaluations, catch regressions, and compare model performance with this practical guide.

Build a Smarter Inbox: Automating Email Triage with LangChain and the Gmail API

May 7, 2026

Ditch the manual triage. Learn how to build a production-grade system using LangChain for email classification and the Gmail API to automate drafting, cutting response times from hours to minutes.

Boost Your Local LLM Speed: A Hands-On Guide to Speculative Decoding

May 6, 2026

Boost your local LLM speed by 2x or more. This guide covers the practical setup for Speculative Decoding using llama.cpp and vLLM on consumer GPUs.

Stop Repeating Yourself: Use CLAUDE.md for Smarter AI Coding

May 5, 2026

Stop wasting tokens and correcting AI hallucinations. Learn how a CLAUDE.md file provides the project-specific context Claude needs to write better code, run tests, and follow your standards.