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Oct 24, 2024
A Study Comparing RAG & Fine-Tuning For Knowledge Base Use-Cases
A New Study Compares RAG & Fine-Tuning For Knowledge Base Use-Cases This study illustrates again that the use-case informs & dictates the technology.
Cobus Greyling
Cobus Greyling
Oct 22, 2024
Get Started Using a Lead Capture Template with a HubSpot Integration
Revolutionize lead capture with Kore.ai's AI chatbot in HubSpot. Automate collection, enhance segmentation, and gain real-time insights to boost sales.
Alenis Fiallo
Alenis Fiallo
Oct 21, 2024
RAT — Retrieval Augmented Thoughts
RAT — Retrieval Augmented Thoughts Synergising RAG With Sophisticated Long-Horizon Reasoning
Cobus Greyling
Cobus Greyling
Oct 16, 2024
Chain-of-Instructions (CoI) Fine-Tuning
This approach draws inspiration from Chain-of-Thought (CoT) prompting which generates step-by-step rationales from LLMs.
Cobus Greyling
Cobus Greyling
Oct 15, 2024
Performing Multiple LLM Calls & Voting On The Best Result Are Subject To Scaling Laws
Performing Multiple LLM Calls & Voting On The Best Result Are Subject To Scaling Laws More LLM calls enhance performance on easy queries but diminish it on hard ones. So what scaling laws can be discovered & leveraged? What is the optimal number of LLM Calls?
Cobus Greyling
Cobus Greyling
Oct 14, 2024
Exploring the Purpose, Power & Potential of Small Language Models (SLMs)
Exploring the Purpose, Power & Potential of Small Language Models (SLMs) A few months ago Microsoft open-sourced the Orca Small Language Model. In this article you will find some background and practical ways of experimenting with SLMs.
Cobus Greyling
Cobus Greyling
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