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Tag: agentic

  • Agentic RAG vs Classic RAG: From a Pipeline to a Control Loop

    Agentic RAG vs Classic RAG: From a Pipeline to a Control Loop A practical guide to choosing between single-pass pipelines and adaptive retrieval loops based on your use case’s complexity, cost, and reliability requirements The post Agentic RAG vs Classic RAG: From a Pipeline to a Control Loop appeared first on Towards Data Science. Mostafa…

  • Agentic AI for Modern Deep Learning Experimentation

    Agentic AI for Modern Deep Learning Experimentation Stop babysitting training runs. Start shipping research. Autonomous experiment management built for/by deep learning engineers. The post Agentic AI for Modern Deep Learning Experimentation appeared first on Towards Data Science. Sam Black Go to original source

  • Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

    Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC) Using Agentic AI prompts with the Artificial Bee Colony algorithm to enhance unsupervised clustering and optimization workflows. The post Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC) appeared first on Towards Data Science. Gal Arav Go to original source

  • Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

    Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot Build a self-hosted, end-to-end platform that gives each user a personal, agentic chatbot that can autonomously vector-search through files that the user explicitly allows it to access. The post Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot appeared first…

  • Agentic AI from First Principles: Reflection

    Agentic AI from First Principles: Reflection From theory to code: building feedback loops that improve LLM accuracy The post Agentic AI from First Principles: Reflection appeared first on Towards Data Science. Mariya Mansurova Go to original source

  • Agentic AI in Finance: Opportunities and Challenges for Indonesia

    Agentic AI in Finance: Opportunities and Challenges for Indonesia The rise of AI has touched nearly every industry — including finance. In fact, the financial sector has long been an adopter of what we now call “traditional machine learning,” using it for predictive modeling, credit scoring, and risk analytics. But with the current hype around…

  • How to Perform Effective Agentic Context Engineering

    How to Perform Effective Agentic Context Engineering Learn how to optimize the context of your agents, for powerful agentic performance The post How to Perform Effective Agentic Context Engineering appeared first on Towards Data Science. Eivind Kjosbakken Go to original source

  • How to Build Effective Agentic Systems with LangGraph

    How to Build Effective Agentic Systems with LangGraph Create AI workflows with agentic frameworks The post How to Build Effective Agentic Systems with LangGraph appeared first on Towards Data Science. Eivind Kjosbakken Go to original source

  • Agentic AI and the Future of Python Project Management Tooling

    Agentic AI and the Future of Python Project Management Tooling Introducing a pyramid framework of evolution, accelerating and decelerating factors, and strategic recommendations for incumbents and new entrants The post Agentic AI and the Future of Python Project Management Tooling appeared first on Towards Data Science. Chinmay Kakatkar Go to original source

  • NVIDIA new paper : Small Language Models are the Future of Agentic AI

    NVIDIA new paper : Small Language Models are the Future of Agentic AI NVIDIA have just published a paper claiming SLMs (small language models) are the future of agentic AI. They provide a number of claims as to why they think so, some important ones being they are cheap. Agentic AI requires just a tiny…

  • Agentic AI: On Evaluations

    Agentic AI: On Evaluations Metrics to track for RAG and agents, plus the frameworks that help The post Agentic AI: On Evaluations appeared first on Towards Data Science. Ida Silfverskiöld Go to original source

  • Agentic AI: Implementing Long-Term Memory

    Agentic AI: Implementing Long-Term Memory The problem and current solutions The post Agentic AI: Implementing Long-Term Memory appeared first on Towards Data Science. Ida Silfverskiöld Go to original source

  • Agentic RAG Applications: Company Knowledge Slack Agents

    Agentic RAG Applications: Company Knowledge Slack Agents Lessons learnt using LlamaIndex and Modal The post Agentic RAG Applications: Company Knowledge Slack Agents appeared first on Towards Data Science. Ida Silfverskiöld Go to original source

  • Agentic AI: Single vs Multi-Agent Systems

    Agentic AI: Single vs Multi-Agent Systems We’ve seen this shift the last few years from building rigid programming systems to natural language-driven workflows, all made possible with more advanced large language models. One of the interesting areas into these Agentic Ai systems is the difference between building a single versus multi-agent workflow, or perhaps the…

  • Multi-Agentic RAG with Hugging Face Code Agents

    Multi-Agentic RAG with Hugging Face Code Agents Using Qwen2.5–7B-Instruct powered code agents to create a local, open source, multi-agentic RAG system Photo by Jaredd Craig on Unsplash Large Language Models have shown impressive capabilities and they are still undergoing steady improvements with each new generation of models released. Applications such as chatbots and summarisation can directly exploit…

  • Evaluation-Driven Development for agentic applications using PydanticAI

    Evaluation-Driven Development for agentic applications using PydanticAI An open-source, model-agnostic agentic framework that supports dependency injection Ideally, you can evaluate agentic applications even as you are developing them, instead of evaluation being an afterthought. For this to work, though, you need to be able to mock both internal and external dependencies of the agent you…

  • Agentic AI: Building Autonomous Systems from Scratch

    Agentic AI: Building Autonomous Systems from Scratch A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AI Continue reading on Towards Data Science » Luís Roque Go to original source