AutoGen RAG - Creating AI Agents with a Second Brain
Explore how to enhance AI agents with Retrieval-Augmented Generation, enabling more accurate and context-aware responses through a "second brain" approach. Learn implementation steps and practical examples.
Creating an AI Research Assistant Using Ollama RAG - Cost-Free Implementation
Create a free AI research assistant using Ollama AI to streamline article searches, generate insights, and build a user-friendly interface for efficient literature review and analysis.
How to Seamlessly Integrate AI into Your Application with PhiData
Learn to build AI assistants with PhiData, covering function calling, database integration, and custom tools for seamless application enhancement.
Mistral Function Calling - Integrating Applications with AI
Learn to integrate real-time data fetching into Mistral AI applications. Step-by-step guide on implementing function calls for stock prices and payment status checks, enhancing your AI development skills.
Chunking Strategies in RAG - Optimizing Data for Advanced AI Responses
Explore advanced chunking strategies for RAG applications, including character, recursive, document-based, semantic, and agentic methods to optimize AI responses and improve data processing efficiency.
Create Illustrated Storybooks with AI Agents - Using Crew AI and Groq
Learn to create illustrated storybooks using AI agents, combining Crew AI, Groq, and DI3. Step-by-step guide covers story outlining, writing, image generation, and PDF compilation for educators and storytellers.
Creating and Publishing Multiple AI Agents to Production with Praison AI
Simplify AI agent creation and management with Praison AI, a low-code solution merging Autogen and Crew AI functionalities. Create powerful agents using a single page of text and deploy easily to Google Cloud.
Groq Function Calling with Llama 3 - Integrating Custom API in AI Applications
Learn to build and integrate a custom API with Llama 3 AI, creating a dynamic user interface for real-time AI interactions. Covers environment setup, Flask API development, and seamless AI-API integration.
Microsoft Phi-3 vs Llama 3 8B: Performance Comparison and Azure Deployment
Explore Microsoft Phi-3's performance vs. Llama 3 8B in coding tests. Learn about benchmarks, technical details, and how to deploy Phi-3 in Azure for Python applications.
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.
Creating an AI Operating System from Scratch with GPT-4
Learn to build a sophisticated AI operating system using GPT-4, integrating tools and multi-agents for enhanced efficiency and automation. Explore setup, knowledge base creation, and user interface design.
Creating an Autonomous AI App with AutoRAG and PhiData
Learn to build an AutoRAG system with PhiData, enhancing AI's decision-making for relevant responses. Covers setup, knowledge base creation, querying, and UI development for improved AI interaction.
Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG
Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.
Use Your Self-Hosted LLM Anywhere with Ollama Web UI
Enhance your self-hosted Ollama models with Ollama Web UI, featuring a sleek interface, chat history, voice input, and user management. Learn to access it on your phone using Ngrok for on-the-go AI interactions.
RAG from the Ground Up with Python and Ollama - Building a Document Interaction System
Build a RAG system with Python and Ollama: parse documents, create embeddings, implement relevance scoring, and enable LLM interaction with your own datasets.
Meta's Llama 3 - The Next Generation of Open-Source Language Models
Explore Meta's Llama3 models: architecture, training, benchmarks, and real-world performance. Discover how this open-source AI compares to competitors and its potential impact on the field.
LangChain Fundamentals - Building Your First Chain
Learn to build your first LangChain, exploring Runnable, message formats, ChatModel, templates, and combining components for complex LLM-powered logic in just 14 minutes.
Building a Chat App with Ollama-py and Streamlit in Python
Build a Python chat app using Ollama-py and Streamlit. Learn to implement key features like user input, message history, model selection, and streaming responses.
Spring Boot REST API Domain Class Converter
Learn to use Spring Data's Domain Class Converter for efficient REST API development, automating domain object creation from path variables in Spring Boot applications.
Spring Boot Spring Security JWT Authentication with Username and Password
Learn to implement JWT authentication in Spring Boot using username and password, enhancing security for your web applications. Gain practical skills for robust user authentication.