marktechpost

How to Build an MCP Style Routed AI Agent System with Dynamic Tool Exposure Planning ...

In this tutorial, we build a fully functional MCP-style routed agent system from scratch, combining tool discovery, intelligent routing, structured planning, and execution into a single cohesive ...
GitHub

Pick the right tools for an agent task. Boring baseline. Open dataset.

Install: pip install agent-tool-router (Python SDK) or npm install @dalek-ai/router (TypeScript SDK, wraps the hosted API). No GPU, no torch, no API key. Returns top-3 tools + scores + latency.
GitHub

spam-detection-machine-learning

End-to-end Email Spam Detection system using Machine Learning and NLP, featuring TF-IDF, Logistic Regression, threshold optimization, and a FastAPI-based real-time inference API.
51CTO

利用 Python 进行自然语言处理的 12 个实用案例

Python 是进行 NLP 的首选语言之一，因为它有丰富的库和工具支持。今天，我们就来探讨 12 个实用的 NLP 案例，帮助你更好地理解和应用 NLP 技术。 自然语言处理(NLP)是人工智能领域的一个重要分支，它让计算机能够理解、解释和生成人类语言。Python 是进行 NLP 的 ...
51CTO

如何用Python轻松检测文本相似性：原理与方法

文本查重在今天的信息时代具有重要性，并在多个应用领域中发挥关键作用。它的主要目标是确定一个文本文档是否包含与其他文档相似或重复的内容，通常是为了检测抄袭、重复、剽窃等不当行为。 文本查重 文本查重，也称为文本去重（Plagiarism Detection），是 ...
Hacker

Document-Term Matrix in NLP: Count and TF-IDF Scores Explained

Natural Language Processing (NLP) is a subfield of Linguistics and Computer Science that deals with processing and understanding huge volumes of unstructured text data. To leverage NLP to analyze ...