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 CourseQuality and Safety for LLM ApplicationsLearn how to evaluate the safety and security of your LLM applications and protect against risks. Monitor and enhance security measures to safeguard your apps.AI SafetyEmbeddingsEvaluation and MonitoringGenAI ApplicationsVector DatabasesWhyLabs
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 CoursePreprocessing Unstructured Data for LLM ApplicationsImprove your RAG system to retrieve diverse data types. Learn to extract and normalize content from a wide variety of document types, such as PDFs, PowerPoints, and HTML files.Computer VisionDocument ProcessingGenAI ApplicationsRAGVector DatabasesUnstructured
Short CoursePrompt Compression and Query OptimizationOptimize the efficiency, security, query processing speed, and cost of your RAG applications.Data ProcessingGenAI ApplicationsLLMOpsPrompt EngineeringRAGSearch and RetrievalVector DatabasesMongoDB
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
Short CourseOrchestrating Workflows for GenAI ApplicationsTurn your GenAI prototype into an automated pipeline using Apache AirflowData EngineeringData ProcessingEmbeddingsEvaluation and MonitoringEvent-Driven AIGenAI ApplicationsLLMOpsRAGTask AutomationVector DatabasesAstronomer