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Building a Research Agent That Can Write to Google Docs (Part 1)

Building a Research Agent That Can Write to Google Docs (Part 1)

A tool that might help with your homework ***This article is the first of a two part series where we use LangGraph and Tavily to build a simple research agent, which writes and refines sho

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Unlocking Complex AI Tasks: Multi-Step Agents with Gemini 2.0, LangGraph, and Grounded Responses

Unlocking Complex AI Tasks: Multi-Step Agents with Gemini 2.0, LangGraph, and Grounded Responses

How do you build AI that not only understands complex requests but also executes the necessary steps to fulfill them? This article explores a powerful solution: multi-step AI agents powered by

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Building a Local AI Task Planner with ClientAI and Ollama

Building a Local AI Task Planner with ClientAI and Ollama

In this tutorial, we’ll build an AI-powered task planner using ClientAI and Ollama. Our planner

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Building a Code Analysis Assistant with Ollama: A Step-by-Step Guide to Local LLMs

Building a Code Analysis Assistant with Ollama: A Step-by-Step Guide to Local LLMs

Ever wanted your own AI-powered code reviewer that runs entirely on your local machine? In this two-part tutorial, we’ll build exactly that using [ClientAI](https://igorbenav.github.io/clienta

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How Can AI Agents Help Streamline Workflow Automation?

How Can AI Agents Help Streamline Workflow Automation?

In the fast-paced business environment of today, organizations must operate efficiently to stay competitive. One key to achieving this efficiency is automation. However, automation has evolved

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Top 5 MCP Servers to Automate Daily Tasks and Workflows with Prompts

Top 5 MCP Servers to Automate Daily Tasks and Workflows with Prompts

Since Anthropic introduced the Model Context Protocol (MCP) into Claude, it has revolutionized the way we automate repetitive tasks. From file management to social media workflows, **MCP serve

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Developer’s guide to getting started with Gemini 2.0 Flash on Vertex AI

Developer’s guide to getting started with Gemini 2.0 Flash on Vertex AI

Gemini 2.0 has arrived, bringing next-level capabilities built for this new agentic era. Gemini 2.0 Fl

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Qwen2-VL: A Vision Language Model That Runs Locally

Qwen2-VL: A Vision Language Model That Runs Locally

This is an introduction to「Qwen2-VL」, a machine learning model that can be used with ailia SDK. You can easily use this model to create AI applications using [ailia SDK](h

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How to Fine-Tune Llama-3.2 on your own data: A detailed guide

How to Fine-Tune Llama-3.2 on your own data: A detailed guide

Introduction The release of Llama-3.2 collection from Meta marked an important milestone in the open-s

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LangChain vs. LlamaIndex: A Comprehensive Comparison for Retrieval-Augmented Generation (RAG)

LangChain vs. LlamaIndex: A Comprehensive Comparison for Retrieval-Augmented Generation (RAG)

Introduction Retrieval-Augmented Generation (RAG) combines information retrieval with generative models, making it a powerful technique for applications like question answering, summarizat

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How to Use Structured Generation for LLM-as-a-Judge Evaluations

How to Use Structured Generation for LLM-as-a-Judge Evaluations

Structured generation is fundamental to building complex, multi-step reasoning agents in LLM evaluations — especially for open source models *Disclosure: I am a maintainer of [Opik](https

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Synthetic Data Generation with Language Models: A Practical Guide

Synthetic Data Generation with Language Models: A Practical Guide

In the evolving landscape of artificial intelligence, data remains the fuel that powers innovation. But what happens when acquiring real-world data becomes challenging, expensive, or even impos

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Step by Step Midjourney Prompts Generation using ChatGPT 4o’s Vision Analysis

Step by Step Midjourney Prompts Generation using ChatGPT 4o’s Vision Analysis

You know that feeling when you’re trying to create the perfect Midjourney prompt, but the words just don’t capture what’s in your mind? I’ve been there too. After countless hours of experimentat

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Role-Playing vs. Conversational Paradigms in Multi-Agent Orchestration

Role-Playing vs. Conversational Paradigms in Multi-Agent Orchestration

A noticeable dichotomy is emerging in the design of multi-agent orchestration frameworks, between two primary paradigms: role-playing and conversational approaches. These paradigms rep

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Outsmarting Big Data: How Small Businesses Can Compete in AI Without Mega-Datasets

Outsmarting Big Data: How Small Businesses Can Compete in AI Without Mega-Datasets

Let’s face it — when it comes to AI, it often feels like small businesses are part of a lopsided fight. The big players — Google, Meta, OpenAI — seem to monopolize the AI narrative with flashy m

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