Silicon Motion announces new devices at Future of Memory and Storage summit 2025: PCIe 6.0 SSDs, 256 / 512 TB drives, and next-gen 16K LDPC

Silicon Motion announces new devices at Future of Memory and Storage summit 2025: PCIe 6.0 SSDs, 256 / 512 TB drives, and next-gen 16K LDPC

Silicon Motion’s program at the ongoing Future for Memory and Storage (FMS) conference was packed with announcements. The company offered a glimpse at controllers for PCIe 6.0 SSDs for consumer and data center applications, shared details on the evolution of its MonTitan SM8300-series PCIe Gen5 platforms for enterprise SSDs, and discussed next-generation Low Density Parity…

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A Code Implementation to Build a Multi-Agent Research System with OpenAI Agents, Function Tools, Handoffs, and Session Memory

A Code Implementation to Build a Multi-Agent Research System with OpenAI Agents, Function Tools, Handoffs, and Session Memory

In this tutorial, we begin by showcasing the power of OpenAI Agents as the driving force behind our multi-agent research system. We set up our Colab environment with the OpenAI API key, installed the OpenAI Agents SDK, and then defined custom function tools, web_search, analyze_data, and save_research, to harness the agents’ capabilities. We instantiate three…

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A Coding Guide to Build an Intelligent Conversational AI Agent with Agent Memory Using Cognee and Free Hugging Face Models

A Coding Guide to Build an Intelligent Conversational AI Agent with Agent Memory Using Cognee and Free Hugging Face Models

In this tutorial, we delve into building an advanced AI agent with agent memory using Cognee and Hugging Face models, utilizing entirely free, open-source tools that work seamlessly in Google Colab and other notebook. We configure Cognee for memory storage and retrieval, integrate a lightweight conversational model for generating responses, and bring it all together…

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Dead RTX 5090 with a cracked PCB gets urgent surgery from repair wizard — tech casually reballs the core, replaces a memory chip twice, and runs more wires across its traces than the NSA

Dead RTX 5090 with a cracked PCB gets urgent surgery from repair wizard — tech casually reballs the core, replaces a memory chip twice, and runs more wires across its traces than the NSA

A broken RTX 5090 recently landed on the desk of Northwest Repairs, run by “Tony” who also serves as the face of their chaotic YouTube channel. NorthWest specializes in semiconductor work, particularly GPUs that need to be brought back from the dead. So, when a PNY RTX 5090 came in with a cracked PCB and…

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Mem0: A Scalable Memory Architecture Enabling Persistent, Structured Recall for Long-Term AI Conversations Across Sessions

Mem0: A Scalable Memory Architecture Enabling Persistent, Structured Recall for Long-Term AI Conversations Across Sessions

Large language models can generate fluent responses, emulate tone, and even follow complex instructions; however, they struggle to retain information across multiple sessions. This limitation becomes more pressing as LLMs are integrated into applications that require long-term engagement, such as personal assistance, health management, and tutoring. In real-life conversations, people recall preferences, infer behaviors, and…

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