James Briggs Courses

Prompt Engineering with OpenAI's GPT-3 and Other LLMs

25 reviews

Learn effective prompt engineering techniques for GPT-3 and other LLMs. Explore anatomy, temperature, few-shot training, external information, and context windows to enhance AI-generated outputs.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Getting Started with GPT-3 vs. Open Source LLMs - LangChain

3 reviews

Introduction to LangChain framework for building apps with large language models, comparing GPT-3 and open-source alternatives, and exploring key components for advanced NLP applications.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Chatbot Memory for Chat-GPT, Davinci + Other LLMs - LangChain

2 reviews

Explore chatbot memory implementation in LangChain, including Conversation Chain, Summary Memory, and Buffer Window Memory. Learn to enhance AI conversations with context retention.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Open Source LLM - Falcon 40B Chatbot in LangChain

1 review

Learn to create a chatbot and conversational agent using Falcon 40B, the top open-source LLM, with Hugging Face Transformers and LangChain. Explore code generation, refactoring, and agent capabilities.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Open Source Generative AI in Question-Answering - NLP Using Python

1 review

Learn to build a generative question-answering system using open-source AI and Python. Covers architecture, data preprocessing, embedding, indexing, and querying with BART for multi-sentence answers to open-ended questions.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Better Llama with Retrieval Augmented Generation - RAG

1 review

Learn to enhance Llama 2 using Retrieval Augmented Generation (RAG). Build a pipeline with Pinecone, Llama 2 13B, and integrate it using Hugging Face and LangChain for improved, up-to-date language model performance.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Intro to APIs in Python - API Series

1 review

Learn to interact with web APIs using Python, covering essentials like JSON, requests, and real-world examples with Google Geocoding and GitHub APIs.

• YouTube
• 28 minutes
• On-Demand
• Free Video

GPT 4 - Superpower Results With Search

Enhance GPT-4's capabilities with retrieval augmentation, using Pinecone vector database to provide up-to-date information and reduce hallucinations in AI-generated responses.

• YouTube
• 27 minutes
• On-Demand
• Free Video

RAG But Better: Rerankers with Cohere AI - Improving Retrieval Pipelines

Explore rerankers in retrieval pipelines, comparing them to embedding retrieval setups. Learn to implement reranking with Cohere AI and OpenAI models, optimizing accuracy in RAG systems.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Canopy: A New RAG Framework for Easy Top-Tier Performance

Explore Canopy, a new RAG framework for easy top-tier performance. Learn setup, data input, upserting, CLI chatting, and complex query handling. Compare RAG to LLM-only approaches.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Using MPT-7B in Hugging Face and LangChain

Explore MPT-7B LLM implementation in Hugging Face and LangChain, covering setup, initialization, tokenization, and text generation. Learn to leverage open-source models for AI applications.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Hugging Face Agents — First Look

Explore Hugging Face's new LLM Agents: easy-to-use, multi-modal AI tools integrated with HF's vast model hub. Learn implementation, querying, and potential applications in this comprehensive overview.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Build Conversational Agents with Vector DBs - LangChain

Learn to create powerful conversational agents using vector databases and LangChain, combining retrieval augmentation with chatbots for enhanced data freshness and domain-specific knowledge.

• YouTube
• 19 minutes
• On-Demand
• Free Video

GPT-4 Function Calling Model

Explore OpenAI's new function calling feature for GPT-4 and GPT-3.5-turbo, enabling chatbots to utilize programming functions as tools. Learn implementation, creation, and practical applications in this tutorial.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Building Chatbot Agents from Scratch with OpenAI Functions

Learn to build a sophisticated chatbot agent using OpenAI's Function Calling, featuring conversational memory, internal thoughts, and tool usage capabilities for GPT-4 and GPT-3.5-Turbo.

• YouTube
• 27 minutes
• On-Demand
• Free Video