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Exploring OctoTools: An Agentic Framework for Complex Reasoning
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OctoTools is an open‐source agentic framework designed to tackle complex reasoning challenges across diverse domains. This training‐free, user-friendly, and highly extensible system integrates heterogeneous tools via standardized “tool cards.” The framework features a two-tier planning mechanism—handling both high-level objectives and step-by-step refinements—coupled with an executor that generates executable commands and…
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How I Built a Self-Improving AI with LangChain: My Master-Servant Experiment
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I recently started a coding adventure that blew my mind: building an AI system that improves itself. With LangChain and OpenAI’s GPT, I created a master agent that rewrites the code of a servant agent to make it smarter over time. Picture this: I ask the servant, “What is 5…
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Using CatBoost AI Models for Forex Trading in MetaTrader 5 – Part 2
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This is Part 2 of the guide on using CatBoost AI models for Forex trading. For a complete understanding, I recommend reading Part 1 as well. ONNX and MetaTrader 5 ONNX1 stands for Open Neural Network Exchange. It is an open-standard format for representing machine learning (ML) models that was…
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Using CatBoost AI Models for Forex Trading in MetaTrader 5 – Part 1
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What is CatBoost? CatBoost is an open-source gradient boosting library developed by Yandex, designed to handle categorical features efficiently.1 Unlike traditional gradient boosting methods, CatBoost processes categorical data directly without extensive preprocessing, making it particularly effective for datasets with categorical variables.2 Key features of CatBoost include: CatBoost is versatile and…
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Using Visual Studio Code to Install WSL2, Python, and Virtual Environments on Windows 11
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It has always been difficult and time-consuming to set up the proper development environment, particularly when working with a diverse team of developers (frontend, backend, software engineer, etc.). After seeing numerous developers struggle to get things up and running, I’ve made the decision to take on this job head-on. A…