Hands-on Gen AI Workshops

We have designed a series of hands-on workshops to take you from zero to hero with Generative AI. Here's a list of workshops we currently have:

Workshop name	Links	Description	Language	Tools used
Vector Search: Beginner to Pro	Slides + Self-paced lab	Learn vector search concepts such as embeddings, how vector search works in MongoDB, and also advanced concepts such as pre-filtering, vector quantization etc. Gain hands-on experience by building a multimodal vector search application for an online library.	Python	MongoDB Atlas, Voyage AI
Building RAG Applications with MongoDB	Slides + Self-paced lab	Learn RAG concepts such as embedding, chunking and vector search. Gain hands-on experience by building a RAG-based chatbot for a technical documentation website.	Python	MongoDB Atlas, Voyage AI, Anthropic/Azure OpenAI/Gemini
The A to Z of Building AI Agents	Slides + Self-paced lab	Learn the core concepts of AI agents, such as reasoning, tools, and memory. Gain hands-on experience by buiding a technical documentation AI agent.	Python	MongoDB Atlas, Voyage AI, Anthropic/Azure OpenAI/Gemini, LangGraph
Pragmatic LLM Application Development: From RAG Pipelines to AI Agents	Hands-on Lab	Build RAG pipelines and AI agents with and without abstraction frameworks such as LangChain. Also introduces techniques such as prompt compression for optimizing LLM apps.	Python	MongoDB Atlas, OpenAI, LangChain, LLMLingua
Building Multimodal AI Agents from Scratch	Video, Hands-on Lab	Learn techniques to process multimodal data and build a multimodal AI agent from scratch, no abstractions involved.	Python	Voyage AI, MongoDB Atlas, Gemini

Questions?