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LangChain for LLM Application Development
Short Course

LangChain for LLM Application Development

Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.

AI FrameworksAgentsChatbotsGenerative ModelsPrompt EngineeringRAG
  • LangChain
LangChain
Functions, Tools and Agents with LangChain
Short Course

Functions, Tools and Agents with LangChain

Learn about the latest advancements in LLM APIs and use LangChain Expression Language (LCEL) to compose and customize chains and agents.

AI FrameworksAgentsChatbotsGenerative ModelsPrompt EngineeringRAG
  • LangChain
LangChain
Building Agentic RAG with 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 FrameworksAgentsGenAI ApplicationsPrompt EngineeringRAGSearch and Retrieval
  • LlamaIndex
LlamaIndex
Multi AI Agent Systems with crewAI
Short Course

Multi AI Agent Systems with crewAI

Automate business workflows with multi-AI agent systems. Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.

AI FrameworksAI in Software DevelopmentAgentsGenAI ApplicationsRAGTask Automation
  • crewAI
crewAI
AI Agentic Design Patterns with AutoGen
Short Course

AI Agentic Design Patterns with AutoGen

Use the AutoGen framework to build multi-agent systems with diverse roles and capabilities for implementing complex AI applications.

AI FrameworksAgentsGenAI ApplicationsRAGTask Automation
  • Microsoft
  • Penn State University
Microsoft, Penn State University
Building Your Own Database Agent
Short Course

Building Your Own Database Agent

Interact with tabular data and SQL databases using natural language, enabling more efficient and accessible data analysis.

AgentsData ProcessingGenAI ApplicationsLLMOpsLLM ServingRAGSearch and Retrieval
  • Microsoft
Microsoft
Building AI Applications With Haystack
Short Course

Building AI Applications With Haystack

Learn a flexible framework to build a variety of complex AI applications.

AI FrameworksAI in Software DevelopmentAgentsDocument ProcessingGenAI ApplicationsPrompt EngineeringRAGTask Automation
  • Haystack
Haystack
Serverless Agentic Workflows with Amazon Bedrock
Short Course

Serverless Agentic Workflows with Amazon Bedrock

Efficiently handle time-varying workloads with serverless agentic workflows and responsible agents built on Amazon Bedrock.

AgentsChatbotsGenAI ApplicationsGenerative ModelsRAGTask Automation
  • AWS
AWS
LLMs as Operating Systems: Agent Memory
Short Course

LLMs as Operating Systems: Agent Memory

Build systems with MemGPT agents that can autonomously manage their memory.

AgentsLLMOpsPrompt EngineeringRAG
  • Letta
Letta
Event-Driven Agentic Document Workflows
Short Course

Event-Driven Agentic Document Workflows

Build 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 Databases
  • LlamaIndex
LlamaIndex
Long-Term Agentic Memory With LangGraph
Short Course

Long-Term Agentic Memory With LangGraph

Learn to build AI agents with long-term memory with LangGraph, using LangMem for memory management.

AgentsChatbotsEmbeddingsEvaluation and MonitoringGenAI ApplicationsLLMOpsPrompt EngineeringRAGSearch and RetrievalVector Databases
  • LangChain
LangChain
DSPy: Build and Optimize Agentic Apps
Short Course

DSPy: Build and Optimize Agentic Apps

Build, debug, and optimize AI agents using DSPy and MLflow.

AI FrameworksAgentsEvaluation and MonitoringGenAI ApplicationsLLMOpsMLOpsPrompt EngineeringRAGSearch and RetrievalTask Automation
  • Databricks
Databricks
ACP: Agent Communication Protocol
Short Course

ACP: Agent Communication Protocol

Build agents that communicate and collaborate across different frameworks using ACP.

AI FrameworksAgentsData ProcessingGenAI ApplicationsLLM ServingPrompt EngineeringRAGSearch and RetrievalTask Automation
  • IBM Research's BeeAI
IBM Research's BeeAI