Leveraging Open Source Large Language Models for Production
Explore open-source LLMs, compare with proprietary options, understand economic aspects, evaluate performance, and learn to operate and fine-tune models using dstack.
MLOps MLFlow: Deployment Server - Managing and Using Multiple LLMs
Install and utilize MLflow Deployment Server to manage multiple LLMs, including OpenAI, Anthropic, and Langchain. Enhance your MLOps skills for efficient model deployment.
LLMOps with Langchain, OpenAI, and Faiss on Databricks - Creating a Retrieval QA Tool
Develop a Retrieval QA tool using Langchain, OpenAI, and Faiss. Learn to save components in Databricks' MLFLOW, work with Model Governance, and perform inference after chain retrieval.
ML and MLOps with Databricks: LLMOps, MLFlow, OpenAI, and Databricks
Build a code reviewer using GPT-4, encapsulate it in MLflow, and deploy for inference in Databricks pipelines. Enhance your ML workflow with LLMOps techniques.
Langchain: Interacting with APIs Using OpenAI
Explore API interaction using Langchain and OpenAI models for data science and machine learning applications. Learn practical implementation techniques.
Web Scraping with Langchain and OpenAI - Working with HTML Content
Learn web scraping techniques using Langchain and OpenAI, focusing on extracting and processing HTML content for data science and machine learning applications.
Langchain Document Tagging with OpenAI
Create a tool for tagging documents using Langchain and OpenAI, enhancing document organization and retrieval in data science and machine learning projects.
Code Understanding with Langchain, CodeLLama, Llama.cpp and OpenAI
Explore Langchain for Python code understanding, integrating CodeLLama, Llama.cpp, and OpenAI for enhanced machine learning capabilities.
Langchain: Graphs with OpenAI and Neo4J - Data Science and Machine Learning
Explore graph databases using Neo4J, Langchain, and OpenAI for advanced data science and machine learning applications.
Creating and Using Langchain Tools with OpenAI for Data Science and Machine Learning
Create and use Langchain tools with OpenAI for data science and machine learning applications. Learn to integrate powerful AI capabilities into your projects.
Langchain: Working with Structured Data, Databases, and CSV Files
Explore structured data manipulation using Langchain and OpenAI for data science and machine learning applications.
Creating Synthetic Data with Langchain and OpenAI for Data Science and Machine Learning
Create synthetic data using Langchain and OpenAI for machine learning applications. Learn techniques to generate realistic datasets for training and testing models.
Building Chatbots with LangChain and OpenAI
Construye chatbots avanzados utilizando LangChain y OpenAI. Aprende técnicas de procesamiento de lenguaje natural para crear asistentes virtuales inteligentes y personalizados.
Data Extraction with LangChain and OpenAI for Machine Learning and Data Science
Extraer información de fuentes no estructuradas utilizando LangChain y OpenAI para aprendizaje automático y ciencia de datos.
Langchain and OpenAI Document Summarization with Machine Learning
Explore document summarization using LangChain and OpenAI. Learn to implement efficient text condensation techniques for machine learning and data science applications.
Microsoft AI: Semantic Kernel C# SDK - Semantic Memory with Chroma
Develop a RAG component using Semantic Kernel, Chroma, and OpenAI models in C#. Enhance machine learning projects with advanced AI techniques.
Microsoft AI: Introduction to the Semantic Kernel SDK
Explore Microsoft's Semantic Kernel SDK for integrating LLMs with C#, Python, and Java. Learn to combine AI models with traditional programming for enhanced applications.
Creating Custom AI Chat Personas - LLM Persona Engineering
Explore LLM Persona Engineering using Wolfram's chat notebook interface. Learn to create personalized chatbots by engineering prompts, injecting data, and integrating computational tools.
Expedition to the LLM and AI Frontier - Navigating the Modern AI Landscape
Navigate the LLM and AI landscape as a data science leader. Learn to champion your team, educate company leaders, and leverage AI tools for successful implementation in your organization.
Introduction to ChatGPT and Its Applications
Explore ChatGPT's capabilities and practical applications in various fields, gaining insights into its potential impact on industries and everyday tasks.
OpenAI Realtime API - The New Era of Speech to Speech? Tested
Explore OpenAI's Realtime API for speech-to-speech applications, including voice and text interactions. Learn implementation, test prompts, and discover potential use cases.