RAG - Learn AI TV

Build a Free Local RAG Chatbot with Llama 3.2 and Flowise

Learn how to create a local RAG chatbot using the Llama 3.2 model and the Flowise platform. This chatbot can access and understand your personal knowledge base.

LLM Prompt Engineering Automation Llama 3.2 Meta Flowise RAG Chatbot Local AI Open Source

Build a Full Stack Email Autoresponder with a Superbase Vector Store

Learn to build a full-stack email autoresponder application using Superbase, Next.js, and OpenAI embeddings for efficient data retrieval and question answering.

Automation Prompt Engineering Coding Database Superbase Next.js OpenAI Embeddings Vector Store RAG SQL PostgreSQL AI ChatGPT

Build an AI Chatbot with N8N and Google Drive

Learn how to build an AI-powered chatbot that answers questions using documents from your Google Drive, integrated with a website using N8N.

Automation Prompt Engineering N8N AI Agent Google Drive Pinecone OpenAI Chatbot RAG Embedding Vector Database Workflow Automation

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

Long and Light RAG: Enhancing LLMs with Scientific Literature

A deep dive into Long RAG and Light RAG, two state-of-the-art frameworks that enhance LLMs by integrating external knowledge during response generation.

Retrieval Augmented Generation Large Language Models NLP RAG Long RAG Light RAG LLMs NLP Knowledge Retrieval Benchmarking

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

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