IOT: Dynamic Deep Sleep Configuration for ESP8266 and ESP32 BoardsEspecially when running your ESP boards on battery, conserving energy is an important aspect. ESPHome controlled boards can be configured…Jan 13Jan 13
Home Assistant: How to Fix API Disconnection and False Positive Sensor Readings with ESP8266 BoardsWhen using Home Assistant to integrate with ESPHome managed devices, connection timeouts can occur. Normally this means that the device…Jan 2Jan 2
InfluxDB: Optimize your Data with Data Retention Policies and Continuous QueriesInfluxDB is a time series database that you will find in the context of IOT projects. What makes these databases time-based is the simple…Dec 23, 2024Dec 23, 2024
Universal Personal Assistant with LLMsLarge Language Models are a unique emergent technology of 2024. Its fascinating capabilities to produce coherent text influences many areas…Dec 12, 2024Dec 12, 2024
LLM Evaluation: Which LLM to use for developing a personal assistant?In my blog series, I covered several aspects of LLMs: Understanding their evolution, investigating libraries, researching, and trying how…Dec 2, 2024Dec 2, 2024
Fine-Tuning LLMs: Comparison of Collab, Kaggle and 6 other PlatformsFine-Tuning and evaluating LLMs require significant hardware resources, mostly GPUs. Building an on-premise machine learning computer is…Nov 21, 2024Nov 21, 2024
Fine Tuning LLMs: Training with Cloud ResourcesFine-Tuning LLMs with 7B or more parameters require substantial hardware resources. One option is to build and on-premise computer with…Nov 11, 2024Nov 11, 2024
LLM GUI: Custom Python Gradio InterfaceWhen using Large Language Models (LLMs) via an API or locally, a quasi-standard for representing the chat history is recognizable: A list…Oct 31, 2024Oct 31, 2024
LLM Agents: Introduction to CrewAIAgent frameworks powered by LLMs promise to catapult autonomous task solving to unprecedented levels. Instead of rigid programming, LLMs…Oct 21, 2024Oct 21, 2024
LLM Agents: Multi-Agent Chats with AutogenAn agent is a Large Language Models customized with a system prompt so that it behaves in a specific way. The prompt typically details task…Oct 10, 2024Oct 10, 2024
