Create a Contextual Chatbot with LLM and Vector Database in 10 Minutes
Learn to build a contextual chatbot using LLM and vector database, exploring embedding, search, and answer generation with Langchain.
LIMA: Less is More for Alignment - Turning Language Models into Chatbots
Explore LIMA, a LLaMa-based model fine-tuned on 1,000 curated prompts, producing impressive responses without user data or RLHF. Discover insights on language model alignment from this innovative approach.
Introduction to QA Bots with RAGs and LLMs
Explore QA systems using LLMs and RAGs, learning to create powerful question-answering bots on custom datasets.
Building an Orca Mini and Phi 3 Chatbot with Python on Raspberry Pi 5
Build a Python-based chatbot using Orca Mini and Phi 3 models on Raspberry Pi 5, running locally without internet or subscriptions. Gain hands-on experience in implementing AI models on embedded systems.
Building a Custom GPT with OpenAI's GPTs - Live Demo
Explore building custom GPTs with OpenAI's tools in this live demo, enhancing content engagement and simplifying technical aspects for users.
Connecting a Llama 2 Chatbot to the Internet - Search and Custom Functions
Connect a Llama 2 chatbot to the internet, enabling Bing searches and custom function integration for enhanced capabilities like Google searches, paper lookups, and API connections.
Practical Data Considerations for Building Production-Ready LLM Applications
Discover practical tips for managing data in scalable LLM systems. Learn how LlamaIndex and Ray provide tools for building robust, production-ready AI applications using private data.
Prompt Chaining with GPT-4o and Flowise AI Tutorial
Implement prompt chaining using GPT-4o and Flowise AI to enhance AI and LLM development skills.
Create a Local Python AI Chatbot Using Ollama
Learn to create a local Python AI chatbot using Ollama, running Llama3 model without subscriptions. Includes setup, implementation, and a full script for a functional chatbot.
Build a Q&A App with RAG Using Gemini Pro and LangChain
Learn to create an intelligent Q&A app using Retrieval-Augmented Generation, Gemini Pro, and LangChain. Master advanced retrieval techniques to enhance chatbot performance and build a powerful AI-driven application.
Advanced AI Agents, Claude Prompt Caching, Grok-2, and Efficient RAG - LLM News Update
Explore cutting-edge AI developments: prompt caching, advanced agents, efficient retrieval, model distillation, and more. Stay informed on the latest breakthroughs shaping the future of artificial intelligence.
RAG from Scratch with Llama 3.1 - Building a Custom Data Chatbot
Hands-on tutorial for building a RAG system from scratch using Llama 3.1, Groq API, Sqlite-vec, and FastEmbed. Learn to create a chatbot with custom data without external libraries.
AI, Machine Learning, Deep Learning and Generative AI Explained
Explore AI, ML, DL, and Generative AI concepts, their evolution, and impact. Learn about large language models, chatbots, and deepfakes while clarifying misconceptions in this concise overview.
How a Chatbot Can Save Someone From Homelessness
Exploring AI's potential to bridge the access to justice gap and prevent homelessness by assisting free legal services in representing vulnerable populations effectively.
4 Steps to Production LLM - Climate RAG with Weave
Improve a Climate RAG chatbot for production using Weights & Biases Weave. Learn end-to-end process including tracing, benchmarking, and incorporating feedback for iterative enhancement.
Why Do They Keep Lobotomizing LLMs? - Cheaper, Dumber, Faster Chatbots Due to Market Competition
Análisis de la tendencia de simplificar modelos de lenguaje para crear chatbots más económicos y rápidos, impulsada por la competencia del mercado, a costa de capacidades más avanzadas.
Fine-Tuning Open Source Models for AI Agents
Optimize open source LLMs for AI agents: Learn best practices for fine-tuning models in retrieval, chat, planning, and function calling to create domain-specific assistants and application copilots.
Creating a WordPress Plugin with Devin AI - Live Demo
Live demonstration of creating a WordPress chatbot plugin using Devin AI, covering setup, coding, debugging, and deployment with OpenAI integration.
Create AI Chatbot on Custom Data with No-Code - VectorShift Tutorial
Learn to create and deploy a no-code AI chatbot for WordPress using VectorShift. Extract site data, configure the chatbot, integrate with Slack, and optimize responses for enhanced user engagement and support.
How to Create a Messenger Bot
Learn to build a functional Messenger bot for an eCommerce business, from page creation to deployment, enhancing sales and customer support.
Lessons from Launching an LLM Chatbot - CriteriaGPT for Mortgage Brokers
Explore insights from launching CriteriaGPT, a RAG-based chatbot for mortgage brokers. Learn strategies for implementing retrieval augmented generative applications across various domains.