Essays, notes, and code.

This tutorial will guide you through the process of building a complete agentic pipeline using Agent2Agent and MCP. We will cover the entire pipeline, from data preparation to model training and evaluation.

A critical look at how Deepseek, a new Chinese-developed LLM, selectively censors and manipulates language, using propaganda tactics and silencing uncomfortable truths, all under the guise of offering free AI services

ErisForge empowers developers to adjust refusal, tone, and other behaviors within LLMs, offering a versatile toolkit for customization, adversarial testing, and research on model censorship.

Unveiling the risks and defenses against prompt/data exfiltration attacks targeting Large Language Models (LLMs), this comprehensive exploration sheds light on how attackers can manipulate LLMs to divulge sensitive information and outlines robust strategies for safeguarding these AI systems

The Haystack Documentation Chatbot is an LLM agent that you can use to chat with the documentation of the famous NLP framework Haystack.

Kompy is a Python wrapper for Komoot APIs, designed for outdoor enthusiasts and developers who want to access and manipulate their Komoot data for personal dashboards or analysis. Easy to install and use, it allows for downloading and uploading activities from and to Komoot, making it a versatile tool for integrating outdoor activities with digital platforms.

Exploring the transformative potential of STEP-BACK PROMPTING, the paper introduces a novel, human cognition-inspired technique aimed at substantially enhancing the multi-step reasoning abilities of Transformer-based Large Language Models, showcasing significant performance improvements across varied complex tasks.