Short CourseLarge Language Models with Semantic SearchLearn to use LLMs to enhance search and summarize results, using Cohere Rerank and embeddings for dense retrieval.EmbeddingsNLPRAGSearch and RetrievalVector DatabasesCohere
Short CourseUnderstanding and Applying Text EmbeddingsLearn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.EmbeddingsGenAI ApplicationsNLPRAGSearch and RetrievalGoogle Cloud
Short CourseVector Databases: from Embeddings to ApplicationsDesign and execute real-world applications of vector databases. Build efficient, practical applications, including hybrid and multilingual searches.EmbeddingsGenAI ApplicationsRAGSearch and RetrievalVector DatabasesWeaviate
Short CourseAdvanced Retrieval for AI with ChromaLearn advanced retrieval techniques to improve the relevancy of retrieved results. Learn to recognize poor query results and use LLMs to improve queries.EmbeddingsFine-TuningGenAI ApplicationsRAGSearch and RetrievalChroma
Short CourseKnowledge Graphs for RAGLearn 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.EmbeddingsGenAI ApplicationsRAGSearch and RetrievalVector DatabasesNeo4j
Short CourseBuilding Multimodal Search and RAGBuild smarter search and RAG applications for multimodal retrieval and generation.EmbeddingsMultiModalRAGSearch and RetrievalVector DatabasesWeaviate
Short CourseEmbedding Models: from Architecture to ImplementationLearn how to build embedding models and how to create effective semantic retrieval systems.EmbeddingsSearch and RetrievalVector DatabasesVectara
Short CourseMultimodal RAG: Chat with VideosBuild an interactive system for querying video content using multimodal AIComputer VisionEmbeddingsMultiModalNLPRAGSearch and RetrievalVector DatabasesIntel
Short CourseEvent-Driven Agentic Document WorkflowsBuild an event-driven agentic workflow to process documents and fill forms using RAG and human-in-the-loop feedback.AgentsDocument ProcessingEmbeddingsEvent-Driven AIGenAI ApplicationsRAGSearch and RetrievalTask AutomationVector DatabasesLlamaIndex
Short CourseLong-Term Agentic Memory With LangGraphLearn to build AI agents with long-term memory with LangGraph, using LangMem for memory management.AgentsChatbotsEmbeddingsEvaluation and MonitoringGenAI ApplicationsLLMOpsPrompt EngineeringRAGSearch and RetrievalVector DatabasesLangChain
