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AI Article Generator with n8n: Part 1 - Sequential LLM Chain

Learn how to create an AI article generator using n8n by integrating it as a sequential LLM chain. Discover powerful prompting techniques for better AI responses and compare it to using an AI agent.

Automation Prompt Engineering OpenAI n8n LLM Prompting AI Article Generation Workflow Automation

Build a Local Chatbot with Llama OCR, Multimodal RAG, and a Local LLM

Learn to create a powerful, local chatbot using Llama OCR for visual data, multimodal RAG for efficient retrieval, and a local LLM for intelligent responses. This tutorial demonstrates building a chatbot for business or personal use.

Automation Prompt Engineering Coding Llama OCR Multimodal RAG LLM Chatbot OpenAI Strategy

Fine-tuning Large Language Models with Parameter-Efficient Methods and Hybrid RAG

A comprehensive guide to fine-tuning LLMs using parameter-efficient techniques like LoRA and QLoRA, and integrating them with Hybrid RAG for improved performance.

Prompt Engineering Fine-tuning LLM Model Optimization LLM Fine-tuning LoRA QLoRA RAG Hybrid RAG Unsloth Parameter Efficiency Model Evaluation G-Eval BLEURT

Fine-tuning Large Language Models with UNSLOth: A Comprehensive Guide

Learn how to fine-tune large language models using UNSLOth, a parameter-efficient method, and improve model performance with hybrid RAG techniques.

Prompt Engineering Model Fine-tuning LLM Optimization LLM Fine-tuning UNSLOth LoRA QLoRA RAG Hybrid RAG Open-source Model Evaluation

How to Add Your Own Knowledge Files and Documents to a Large Language Model

Learn how to add your own knowledge files and documents to large language models (LLMs), both locally and online. We'll explore different methods like retraining, RAG, and context window uploading.

Prompt Engineering Automation OpenAI ChatGPT Llama RAG Context Window LLM

Light RAG: Simple and Fast Retrieval Augmented Generation

A comprehensive guide to Light RAG, a new retrieval augmented generation method for efficient and cost-effective document querying.

Retrieval Augmented Generation Prompt Engineering Large Language Models Light RAG Graph RAG OpenAI GPT-4 LLM Knowledge Graph Retrieval Vector Database Cost-Effective

Memorizing RAG: Next-Generation Retrieval Augmented Generation

Learn about Memor RAG, a next-generation retrieval augmented generation framework that uses long-term memory for enhanced knowledge processing and complex task handling.

Retrieval Augmented Generation Large Language Models AI Automation RAG LLM Memor RAG Retrieval Long-Term Memory Question Answering Summarization Python Hugging Face

Powerful Chatbot with Browser Use, Light RAG, and Local LLMs

A quick tutorial demonstrating how to create a powerful chatbot using Browser Use, Light RAG, and a local large language model (LLM) for web scraping and data querying.

Automation Prompt Engineering Coding OpenAI LLM Web Scraping Light RAG Browser Use Chatbot

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Tag: LLM