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Generative AI for Python Developers
For Python developers who want to build production AI applications
6 sessionsWorkshop Series
Request This ProgramProgram Overview
What This Program Covers
Python is the dominant language for AI development — and this program teaches Python developers how to build real generative AI applications using the latest APIs, frameworks, and patterns. From prompt engineering in code to building RAG pipelines to deploying AI features in production, this program covers the full stack of AI development for Python engineers.
What You'll Learn
- 1Use the Anthropic and OpenAI Python SDKs to build production AI applications
- 2Implement prompt engineering patterns in code for reliable AI outputs
- 3Build RAG pipelines with vector databases and embedding models
- 4Design and implement AI agents using Python frameworks
- 5Handle errors, retries, and rate limits in production AI systems
- 6Implement streaming responses and async AI workflows
- 7Test and evaluate AI application quality
Outline
Program Snapshot
Module 1 — AI APIs for Python Developers
- ›Anthropic and OpenAI SDK fundamentals
- ›Prompt construction and parameter tuning
- ›Streaming and async patterns
- ›Hands-on: build your first AI feature
Module 2 — RAG Systems in Python
- ›Embeddings and vector databases
- ›Chunking and retrieval strategies
- ›Building a RAG pipeline from scratch
- ›Hands-on: build a document Q&A system
Module 3 — AI Agents with Python
- ›Tool use and function calling
- ›Agent orchestration frameworks
- ›State management in agents
- ›Hands-on: build a simple agent
Module 4 — Production AI in Python
- ›Error handling and retry patterns
- ›Cost management and token optimization
- ›Testing and evaluation frameworks
- ›Deploying AI features to production
Who This Is For
- Python developers at all levels
- Backend engineers adding AI features
- Data engineers moving into AI development
- Full-stack developers building AI products
Prerequisites
- Comfortable writing Python professionally
- Basic understanding of REST APIs
- No prior AI development experience required
Bring This Program to Your Team
Every bILTup program is fully customized to your team's tech stack, goals, and timeline. Tell us about your team and we'll design something built specifically for you.