New AI agent evolves algorithms for math and practical applications in computing by combining the creativity of large language models…
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A Step-by-Step Guide to Build a Fast Semantic Search and RAG QA Engine on Web-Scraped Data Using Together AI Embeddings, FAISS Retrieval, and LangChain
In this tutorial, we lean hard on Together AI’s growing ecosystem to show how quickly we can turn unstructured text…
Lees meerAgent-Based Debugging Gets a Cost-Effective Alternative: Salesforce AI Presents SWERank for Accurate and Scalable Software Issue Localization
Identifying the exact location of a software issue—such as a bug or feature request—remains one of the most labor-intensive tasks…
Lees meerThis AI Paper Investigates Test-Time Scaling of English-Centric RLMs for Enhanced Multilingual Reasoning and Domain Generalization
Reasoning language models, or RLMs, are increasingly used to simulate step-by-step problem-solving by generating long, structured reasoning chains. These models…
Lees meerRethinking Toxic Data in LLM Pretraining: A Co-Design Approach for Improved Steerability and Detoxification
In the pretraining of LLMs, the quality of training data is crucial in determining model performance. A common strategy involves…
Lees meerPwC Releases Executive Guide on Agentic AI: A Strategic Blueprint for Deploying Autonomous Multi-Agent Systems in the Enterprise
In its latest executive guide, “Agentic AI – The New Frontier in GenAI,” PwC presents a strategic approach for what…
Lees meerReinforcement Learning, Not Fine-Tuning: Nemotron-Tool-N1 Trains LLMs to Use Tools with Minimal Supervision and Maximum Generalization
Equipping LLMs with external tools or functions has become popular, showing great performance across diverse domains. Existing research depends on…
Lees meerA Step-by-Step Guide to Deploy a Fully Integrated Firecrawl-Powered MCP Server on Claude Desktop with Smithery and VeryaX
In this tutorial, we will learn how to deploy a fully functional Model Context Protocol (MCP) server using smithery as…
Lees meerImplementing an LLM Agent with Tool Access Using MCP-Use
MCP-Use is an open-source library that lets you connect any LLM to any MCP server, giving your agents tool access…
Lees meerRL^V: Unifying Reasoning and Verification in Language Models through Value-Free Reinforcement Learning
LLMs have gained outstanding reasoning capabilities through reinforcement learning (RL) on correctness rewards. Modern RL algorithms for LLMs, including GRPO,…
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