Complete Langchain Course for Generative AI
Comprehensive guide to building AI applications with LangChain, covering chatbots, RAG pipelines, and integration with various tools and platforms for generative AI development.
Meet Your New AI Best Friend: LangChain - Interacting with LLMs and APIs
Explore LangChain's versatility in developing AI-powered applications. Learn to interact with APIs and databases using natural language, and create unique AI tools with minimal code.
LangChain Multi-Query Retriever for RAG - Advanced Technique for Broader Vector Space Search
Learn advanced RAG techniques using LangChain's Multi-Query Retriever. Explore how to broaden search results, customize queries, and integrate this method into larger RAG pipelines for improved AI applications.
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.
VertexAI Embeddings with Pinecone and LangChain - Building a Retrieval Component
Aprenda a implementar un componente de recuperación utilizando VertexAI Embeddings, Pinecone y Langchain para aplicaciones de aprendizaje automático y ciencia de datos.
Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss
Crea un chatbot de preguntas y respuestas conversacional utilizando Langchain, Gemini Pro 1.5, Faiss y Vertex AI para consultar una base de conocimientos personalizada.
Langchain: RAG QA Tool with Gemini Pro, Langchain, and Chroma
Develop a RAG-based QA tool using Langchain, Gemini Pro, and Chroma for legal document analysis and retrieval.
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.
LangServe: Creating a RESTful API for Langchain
Create a RESTful API for LangChain runnables and chains, enabling seamless integration of machine learning models into applications.
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.
Langchain and Llama2 Text Summarization Techniques
Explore text summarization techniques using Langchain and Llama2, with practical demonstrations and code examples for machine learning and AI applications.