Search - DeepLearning.AI Search

Short Course・

Large Language Models with Semantic Search

Learn to use LLMs to enhance search and summarize results, using Cohere Rerank and embeddings for dense retrieval.

Embeddings NLP RAG Search and Retrieval Vector Databases

Cohere

Short Course・

Understanding and Applying Text Embeddings

Learn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.

Embeddings GenAI Applications NLP RAG Search and Retrieval

Google Cloud

Short Course・

Vector Databases: from Embeddings to Applications

Design and execute real-world applications of vector databases. Build efficient, practical applications, including hybrid and multilingual searches.

Embeddings GenAI Applications RAG Search and Retrieval Vector Databases

Weaviate

Short Course・

Building and Evaluating Advanced RAG

Learn advanced RAG retrieval methods like sentence-window and auto-merging that outperform baselines, and evaluate and iterate on your pipeline's performance.

AI Frameworks Evaluation and Monitoring GenAI Applications LLMOps RAG Search and Retrieval

TruEra, LlamaIndex

Short Course・

Advanced Retrieval for AI with Chroma

Learn advanced retrieval techniques to improve the relevancy of retrieved results. Learn to recognize poor query results and use LLMs to improve queries.

Embeddings Fine-Tuning GenAI Applications RAG Search and Retrieval

Chroma

Short Course・

Build LLM Apps with LangChain.js

Expand your toolkit with LangChain.js, a JavaScript framework for building with LLMs. Understand the fundamentals of using LangChain to orchestrate and chain modules.

AI Frameworks Chatbots GenAI Applications Prompt Engineering RAG Search and Retrieval

LangChain

Short Course・

Knowledge Graphs for RAG

Learn how to build and use knowledge graph systems to improve your retrieval augmented generation applications. Use Neo4j's query language Cypher to manage and retrieve data.

Embeddings GenAI Applications RAG Search and Retrieval Vector Databases

Neo4j

Short Course・

JavaScript RAG Web Apps with LlamaIndex

Build a full-stack web application that uses RAG capabilities to chat with your data. Learn to build a RAG application in JavaScript, using an intelligent agent to answer queries.

AI Frameworks GenAI Applications Prompt Engineering RAG Search and Retrieval

LlamaIndex

Short Course・

Building Agentic RAG with Llamaindex

Build autonomous agents that intelligently navigate and analyze your data. Learn to develop agentic RAG systems using LlamaIndex, enabling powerful document Q&A and summarization. Gain valuable skills in guiding agent reasoning and debugging.

AI Frameworks Agents GenAI Applications Prompt Engineering RAG Search and Retrieval

LlamaIndex