In the previous part, I introduced the concept of an AI agent that could leverage tools to enhance its capabilities. Inspired by the potential of such an approach, I decided to continue this journey and build upon the groundwork. …

In the past few months, I have been spending a lot of time playing with LangChain. The package is amazing for quickly prototyping LLM-based apps. …

The field of machine learning is ever-evolving, with new frameworks and tools popping up like mushrooms after a rain. One such entrant is LangChain, a framework designed to let engineers play with Large Language Models. While LangChain might dazzle you with its features, it’s crucial to remember that the allure…

For quite some time, the idea of leveraging artificial intelligence to build agents has intrigued me. The allure lies in the vast capabilities these agents can harness, especially with the advent of large language models (LLMs). These agents stand as a testament to the rapid advancements in LLMs, embodying their…

BPE stands for “Byte Pair Encoding.” It is a subword tokenization technique that is commonly used to pre-process text data before training language models. …

Knowledge graphs have been pivotal in representing complex relationships in an organized and understandable manner. By mapping out entities and their interconnections, they offer crucial insights into various domains, from social networks to scientific research. One of the key techniques to extract these relationships is Semantic Role Labeling (SRL), a…

I’ve recently begun experimenting with anonLLM, and I’ve been particularly interested in its Relationship Extraction (REL) feature. This aligns well with a concept I’ve been contemplating for a while: could we distill statements and their logical connections from text, formulate them axiomatically, and then use Sympy or Z3 to assess…

With the launch of LangChain Hub, LangChain is carving a niche that aligns well with the legacy of platforms like GitHub and Hugging Face. …

I have been through a lot this year. Writing has kept me from sinking. I have been inactive here for the past week, trying to deal with some work stuff. I am trying to protect my mental health. Do people actually read contracts before signing them ? I was in…