Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots
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LangChain Based Plan & Execute AI Agent With GPT-4o-mini
A few months ago I wrote a piece on the plan-and-solve study; which consists of two components: first, creating a plan to break the task into smaller…
Jul 26
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LangChain Based Plan & Execute AI Agent With GPT-4o-mini
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LangChain Search AI Agent Using GPT-4o-mini
In this article is an end-to-end example of a LangChain Agent using OpenAI’s new Small Model for Web Search & Question Answering With LangSmith…
Jul 25
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LangChain Search AI Agent Using GPT-4o-mini
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Large Language Model Use & Augmentation
GPT-3 was launched on May 28, 2020, and over the past four years, a rapidly developing ecosystem has emerged to create LLM-based solutions.
Jul 24
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Large Language Model Use & Augmentation
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WebVoyager AI Agent
AI agents, also known as agentic applications, can perceive their environment, process information, and make decisions or take actions to achieve…
Jul 23
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WebVoyager AI Agent
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GPT-4o mini
OpenAI states that they are advancing cost-efficient intelligence with their most cost-efficient Small Language Model.
Jul 18
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GPT-4o mini
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RAG Implementations Fail Due To Insufficient Focus On Question Intent
The Mindful-RAG approach is a framework tailored for intent-based and contextually aligned knowledge retrieval.
Jul 18
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RAG Implementations Fail Due To Insufficient Focus On Question Intent
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Agentic AI: Creating An AI Agent Which Can Navigate The Internet
WebVoyager is a vision-enabled web-browsing agent capable of navigating the web. It interprets annotated browser screenshots for each state, and decides…
Jul 17
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Agentic AI: Creating An AI Agent Which Can Navigate The Internet
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AgentInstruct Uses Agentic Flows To Create Synthetic Training Data
For a while now, Microsoft has been working on creating purpose specific, fine-grained, high quality synthetic training data.
Jul 16
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AgentInstruct Uses Agentic Flows To Create Synthetic Training Data
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LangSmith, LangGraph Cloud & LangGraph Studio
Here I do an end-to-end walkthrough of an Agent built using LangGraph, deployed to LangGraph Cloud & viewed in LangGraph Studio. Ending with LangSmith…
Jul 15
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LangSmith, LangGraph Cloud & LangGraph Studio
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Speculative RAG By Google Research
This study shows how to enhance Retrieval Augmented Generation (RAG) through Drafting
Jul 12
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Speculative RAG By Google Research
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Moving From Natural Language Understanding To Mobile UI Understanding
This study from Apple is a paradigm shift from Natural Language Understanding to Mobile UI Understanding…
Jul 11
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Moving From Natural Language Understanding To Mobile UI Understanding
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Teaching Small Language Models to Reason
Chain-Of-Thought Prompting at a foundational level is so successful, that it gave rise to something some refer to as the Chain-Of-X phenomenon.
Jul 10
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Teaching Small Language Models to Reason
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