Search - DeepLearning.AI Search

Short Course

Long-Term Agentic Memory With LangGraph

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

Agents Chatbots Embeddings Evaluation and Monitoring GenAI Applications LLMOps Prompt Engineering RAG Search and Retrieval Vector Databases

LangChain

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.

Agents Document Processing Embeddings Event-Driven AI GenAI Applications RAG Search and Retrieval Task Automation Vector Databases

LlamaIndex

Short Course

How Transformer LLMs Work

Understand the transformer architecture that powers LLMs to use them more effectively.

Deep Learning Embeddings GenAI Applications LLMOps Machine Learning NLP RAG Transformers

Jay Alammar, Maarten Grootendorst

Short Course

Build Long-Context AI Apps with Jamba

Build LLM apps that can process very long documents using the Jamba model

Document Processing GenAI Applications Generative Models NLP Prompt Engineering RAG

AI21 labs

Short Course

Safe and reliable AI via guardrails

Move your LLM-powered applications beyond proof-of-concept and into production with the added control of guardrails.

AI Safety Chatbots Evaluation and Monitoring GenAI Applications LLMOps NLP Prompt Engineering RAG

GuardrailsAI

Short Course

LLMs as Operating Systems: Agent Memory

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

Agents LLMOps Prompt Engineering RAG

Letta

Short Course

Serverless Agentic Workflows with Amazon Bedrock

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

Agents Chatbots GenAI Applications Generative Models RAG Task Automation

AWS

Short Course

Multimodal RAG: Chat with Videos

Build an interactive system for querying video content using multimodal AI

Computer Vision Embeddings MultiModal NLP RAG Search and Retrieval Vector Databases

Intel

Short Course

Building AI Applications With Haystack

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

AI Frameworks AI in Software Development Agents Document Processing GenAI Applications Prompt Engineering RAG Task Automation

Haystack

Short Course

Prompt Compression and Query Optimization

Optimize the efficiency, security, query processing speed, and cost of your RAG applications.

Data Processing GenAI Applications LLMOps Prompt Engineering RAG Search and Retrieval Vector Databases

MongoDB

Short Course

Building Your Own Database Agent

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

Agents Data Processing GenAI Applications LLMOps LLM Serving RAG Search and Retrieval

Microsoft

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 Frameworks Agents GenAI Applications RAG Task Automation

Microsoft, Penn State University

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 Frameworks AI in Software Development Agents GenAI Applications RAG Task Automation

crewAI

Short Course

Building Multimodal Search and RAG

Build smarter search and RAG applications for multimodal retrieval and generation.

Embeddings MultiModal RAG Search and Retrieval Vector Databases

Weaviate

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

Short Course

Getting Started with Mistral

Explore Mistral's open-source and commercial models, and leverage Mistral's JSON mode to generate structured LLM responses. Use Mistral's API to call user-defined functions for enhanced LLM capabilities.

Embeddings Generative Models Prompt Engineering RAG

Mistral AI

Short Course

Preprocessing Unstructured Data for LLM Applications

Improve 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 Vision Document Processing GenAI Applications RAG Vector Databases

Unstructured

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

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

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

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

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