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How I Built a Prompt Compressor That Reduces LLM Token Costs Without Losing Meaning

How I Built a Prompt Compressor That Reduces LLM Token Costs Without Losing Meaning

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3 min read
Developing a CLI Tool to Evaluate Code Cognitive Complexity with LLMs(AI)

Developing a CLI Tool to Evaluate Code Cognitive Complexity with LLMs(AI)

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17 min read
AI 2027 retold from a cloud security perspective

AI 2027 retold from a cloud security perspective

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1 min read
Understanding embedding models and how to use them in search

Understanding embedding models and how to use them in search

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2 min read
Failed to load shared library 'llama.dll': Could not find (llama-cpp-python)

Failed to load shared library 'llama.dll': Could not find (llama-cpp-python)

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3 min read
All Data and AI Weekly #185 - April 14, 2025

All Data and AI Weekly #185 - April 14, 2025

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3 min read
Added llms.txt and llms-full.txt to My Hugo-built Website

Added llms.txt and llms-full.txt to My Hugo-built Website

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3 min read
Ultimate Guide to Supercharging LLM JSON Outputs with Precision Schema Descriptions

Ultimate Guide to Supercharging LLM JSON Outputs with Precision Schema Descriptions

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9 min read
🤖 ChatGPT Not Responding Right? You Might Need Better Prompts

🤖 ChatGPT Not Responding Right? You Might Need Better Prompts

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3 min read
Natural Language Browser Automation with Amazon Bedrock & Playwright

Natural Language Browser Automation with Amazon Bedrock & Playwright

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2 min read
Run LLMs Locally with Docker Model Runner – A Real-World Developer Guide (Part 2)

Run LLMs Locally with Docker Model Runner – A Real-World Developer Guide (Part 2)

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3 min read
How to Build an AI Reporting App with Python, LLM, and Model Context Protocol (MCP)

How to Build an AI Reporting App with Python, LLM, and Model Context Protocol (MCP)

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7 min read
The Model Context Protocol (MCP): The Future of LLM Tool Integration

The Model Context Protocol (MCP): The Future of LLM Tool Integration

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3 min read
Code Less, Prompt Better: Unlocking Python's Built-in LLM Enhancers

Code Less, Prompt Better: Unlocking Python's Built-in LLM Enhancers

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6 min read
Como maximizar o uso da Inteligência Artificial com a engenharia de prompt

Como maximizar o uso da Inteligência Artificial com a engenharia de prompt

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2 min read
LLM Observability: Beginner Guide

LLM Observability: Beginner Guide

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9 min read
MCP Framework: The "Swiss Army Knife" for AI System Integration — A GraphRAG Case Study

MCP Framework: The "Swiss Army Knife" for AI System Integration — A GraphRAG Case Study

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5 min read
OpenManus Architecture Deep Dive: Enterprise AI Agent Development with Real-World Case Studies

OpenManus Architecture Deep Dive: Enterprise AI Agent Development with Real-World Case Studies

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8 min read
CrewAI for Marketing Research: Building a Multi-Agent Collaboration System

CrewAI for Marketing Research: Building a Multi-Agent Collaboration System

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5 min read
🚀 Welcome to the Era of "1 LLM per Dev Environment" with Docker Model Runner

🚀 Welcome to the Era of "1 LLM per Dev Environment" with Docker Model Runner

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1 min read
Architectural Strategies for External Knowledge Integration in LLMs: A Comparative Analysis of RAG and CAG

Architectural Strategies for External Knowledge Integration in LLMs: A Comparative Analysis of RAG and CAG

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14 min read
Breaking Limitations: Advanced Customization Guide for Dify Platform

Breaking Limitations: Advanced Customization Guide for Dify Platform

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8 min read
Grok 3 API - Reasoning Tokens are Counted Differently

Grok 3 API - Reasoning Tokens are Counted Differently

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1 min read
When Your AI Agent Lies to You: Tackling Real-World LLM Hallucinations

When Your AI Agent Lies to You: Tackling Real-World LLM Hallucinations

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16 min read
How Retrieval-Augmented Generation Is Changing the AI Game

How Retrieval-Augmented Generation Is Changing the AI Game

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2 min read
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