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Autogen: multi-agent large language models (LLM-MA) to solve complex tasks
Large language models (LLMs) excel in natural language understanding and generation, but they also present challenges in solving more complex tasks. Multi-agent systems offer significant advantages over single-agent Large Language Models (LLMs) when it comes to addressing complex problems. AutoGen, a framework framework for orchestrating, automating, and optimizing LLM workflows allows developers to create customizable agents that collaborate to solve tasks. AutoGen agents are customizable, conversable, and seamlessly allow human participation. They can operate in various modes that employ combinations of LLMs, human inputs, and tools.
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Using fail2ban to secure Home Assistant on NixOS
Home Assistant is a popular open-source platform for home automation, and securing its login attempts is crucial to ensure the safety of your smart home setup. One effective way to enhance security is by using Fail2ban, a tool that monitors log files and bans IP addresses that show malicious signs, such as too many password failures. In this blog post, we will guide you through setting up Fail2ban to monitor Home Assistant login attempts using journald on NixOS.
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The Pizza Model for AI
The Pizza Model for AI takes inspiration from the world of cloud computing, where services are often categorized into three main models: IaaS, PaaS and SaaS. -
Azure OpenAI: multi application and scale architectures
Azure OpenAI Service is a cloud-based platform that allows you to access and deploy powerful AI models based on OpenAI technologies, such as GPT-4. In this post, we will explore how to use the provisioned throughput (PTU) feature of Azure OpenAI Service, and how to design architectures for scalable and multi-application scenarios that leverage Large Language Models (LLMs).
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Home Assistant: Map Card, displaying Weather and Other Tile Layers
Displaying a weather map in Home Assistant got easier using ha-map-card and it’s support for multiple Tile Layers. My open-source project ha-map-cardprovides a a new lovelace card, serving as an enhancement to the native Home Assistant map-card, bringing a host of advanced features like custom tile layers, entity display options. It is built on leaflet. In version0.4.0some new options are introduced to enable multiple Tile Layers, we are going to use this to visualize a Cloud map using OpenWeatherMap.