Memory plays a crucial role in LLM-based AI systems, supporting sustained, coherent interactions over time. While earlier surveys have explored…
Lees meer
8 Comprehensive Open-Source and Hosted Solutions to Seamlessly Convert Any API into AI-Ready MCP Servers
The Model Communication Protocol (MCP) is an emerging open standard that allows AI agents to interact with external services through…
Lees meerRWKV-X Combines Sparse Attention and Recurrent Memory to Enable Efficient 1M-Token Decoding with Linear Complexity
LLMs built on Transformer architectures face significant scaling challenges due to their quadratic complexity in sequence length when processing long-context…
Lees meerHow the Model Context Protocol (MCP) Standardizes, Simplifies, and Future-Proofs AI Agent Tool Calling Across Models for Scalable, Secure, Interoperable Workflows Traditional Approaches to AI–Tool Integration
Before MCP, LLMs relied on ad-hoc, model-specific integrations to access external tools. Approaches like ReAct interleave chain-of-thought reasoning with explicit…
Lees meerScaling Reinforcement Learning Beyond Math: Researchers from NVIDIA AI and CMU Propose Nemotron-CrossThink for Multi-Domain Reasoning with Verifiable Reward Modeling
Large Language Models (LLMs) have demonstrated remarkable reasoning capabilities across diverse tasks, with Reinforcement Learning (RL) serving as a crucial…
Lees meerMultimodal Queries Require Multimodal RAG: Researchers from KAIST and DeepAuto.ai Propose UniversalRAG—A New Framework That Dynamically Routes Across Modalities and Granularities for Accurate and Efficient Retrieval-Augmented Generation
RAG has proven effective in enhancing the factual accuracy of LLMs by grounding their outputs in external, relevant information. However,…
Lees meerBuilding AI Agents Using Agno’s Multi-Agent Teaming Framework for Comprehensive Market Analysis and Risk Reporting
In today’s fast-paced financial landscape, leveraging specialized AI agents to handle discrete aspects of analysis is key to delivering timely,…
Lees meerGoogle Researchers Advance Diagnostic AI: AMIE Now Matches or Outperforms Primary Care Physicians Using Multimodal Reasoning with Gemini 2.0 Flash
LLMs have shown impressive promise in conducting diagnostic conversations, particularly through text-based interactions. However, their evaluation and application have largely…
Lees meerMeta AI Releases Llama Prompt Ops: A Python Toolkit for Prompt Optimization on Llama Models
Meta AI has released Llama Prompt Ops, a Python package designed to streamline the process of adapting prompts for Llama…
Lees meerA Step-by-Step Tutorial on Connecting Claude Desktop to Real-Time Web Search and Content Extraction via Tavily AI and Smithery using Model Context Protocol (MCP)
In this hands-on tutorial, we’ll learn how to seamlessly connect Claude Desktop to real-time web search and content-extraction capabilities using…
Lees meer