Data Centric Courses

Building AI Agents from Scratch - Simplified

2 ratings

Uncover AI agent mechanics and learn a basic pattern to build your own without intermediate libraries. Gain practical insights for custom AI development.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Guide to the LLM Ecosystem: Hugging Face, GPUs, OpenAI, LangChain and More - Lecture 2

1 rating

Explore the LLM ecosystem, from Hugging Face to OpenAI. Gain insights on LLM functionality, infrastructure, and application development frameworks for building AI-powered solutions.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

AI Agent for Deep Web Search with O1 Preview - Open-Source Alternative to Perplexity

Explore Jar3d, an open-source AI agent for deep web research using LangGraph and o1-preview. Learn its setup, capabilities in complex tasks, and advantages over traditional search engines.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Neo4j Knowledge Graphs for Smarter AI-Agent Search

Explore how Neo4j knowledge graphs enhance AI agent search, improving response quality through advanced AI engineering techniques like meta-prompting and RAG.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

How AI Agent Jar3d Uses LangGraph and Prompt Engineering to Challenge Perplexity - Deep Dive

Explore advanced AI techniques like meta-prompting, RAG, and LangGraph to build a powerful research agent rivaling Perplexity. Gain insights into Jar3d's architecture and implementation.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

AI Agent - Open-Source Perplexity Alternative Using LangGraph and Advanced Prompt Engineering

Explore Jar3d, an open-source AI agent using LangGraph and advanced prompt engineering. Learn to build a Perplexity alternative with Llama 3.1 for research-intensive tasks and local operation.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Dynamic AI Agents with LangGraph, Prompt Engineering, and RAG

Explore dynamic AI agents using LangGraph, advanced prompt engineering, and RAG for research-intensive tasks. Learn to enhance AI capabilities for diverse applications like newsletter creation and travel planning.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Meta-Prompting Technique for Building High-Level AI Agents

Explore meta-prompting techniques to build flexible AI agents. Learn implementation, web search integration, and evaluate strengths and weaknesses of this powerful prompt engineering approach.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

AI Agents: Limitations in Intelligence and Planning - A Chess Experiment

Explore AI agents' limitations through chess tests, revealing planning effectiveness and crucial considerations for AI development.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

LangGraph AI Agent Upgrade: Integrating Groq, Gemini, and Chainlit Front End

Upgrade a LangGraph AI agent with Groq, Gemini, and Claude integrations, fix bugs, and create a stylish Chainlit front-end for web searching capabilities similar to Perplexity.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

LangGraph Simplified: Master Custom AI Agent Creation - Web Search Agent Tutorial

Simplify LangGraph concepts and create a custom web search AI agent through a Python tutorial. Learn core principles and practical implementation for AI development.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Comparing Open Source AI Agents to Perplexity AI - Testing Codestral, GPT4o, and Mixtral

Benchmark open-source AI models against Perplexity AI using a custom web search agent. Compare Codestral, Mixtral, and GPT4o performance in handling complex queries and multi-hop questions.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

Comparing LLAMA 3, Phi 3, and GPT-3.5 Turbo AI Agents for Web Search Performance

Benchmark open-source AI models against Perplexity AI in web search performance. Compare Llama 3 70b, GPT-3.5 turbo, and Phi-3 medium using a custom web search agent.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Comparing Ollama Local WebSearch Agent with Llama 3 8B to Perplexity AI

Benchmark Llama 3 8b local web search agent against Perplexity AI. Compare performance, explore capabilities, and analyze results across diverse test questions.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Building a Custom AI Agent with Llama 3 70B and Runpod - Compatible with Hugging Face LLMs

Develop a custom AI agent using Llama 3 70b on Runpod with vLLM. Learn deployment, memory management, and integration techniques for scalable AI projects.

• YouTube
• 24 minutes
• Self-Paced
• Free Video