NirDiamant/agents-towards-production

Project overview

Code-first tutorials that guide developers from GenAI agent prototypes toward production systems, covering orchestration, memory, observability, deployment, and security. Requires Python coding and is licensed for educational, non-commercial use.

Project type

AI Agent · RAG · Workflow

Use cases

Knowledge Q&A · Automation

Deployment

Refer to project documentation

License

License pending

Best for

• Developers and AI engineers seeking hands-on, code-first tutorials for moving GenAI agent prototypes toward production.

Key capabilities

• Tutorials covering secure external tool calling, including Gmail and Slack, using OAuth2 and human-in-the-loop safety controls.
• Tutorials applying comprehensive input, output, and tool security guardrails, alongside automated security testing.
• Tutorials for building beginner-friendly chatbot web applications featuring chat interfaces and file upload capabilities.

Limitations and risks

• The project is licensed under a custom non-commercial license, restricting commercial use.
• The materials are for educational use only, and the authors disclaim responsibility for any use or misuse.

Getting started

• Setup is straightforward: clone the repository, navigate to the target tutorial, install dependencies via pip, and open the provided Jupyter notebook.

Evidence and sources

• GitHub project description: End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
• README: Agents Towards Production is your go‑to resource for building production‑ready GenAI agents that scale from prototype to enterprise.
• README: Agents Towards Production is your hands-on guide to every building block of a GenAI agent stack. All knowledge is delivered through runnable tutorials covering orchestration, memo…
• README: 28 production-grade tutorials covering stateful workflows, vector memory, web search APIs, Docker deployment, security guardrails, GPU scaling, multi-agent coordination, and more.
• README: Enable agents to securely call external tools (Gmail, Slack, Notion) with OAuth2 authentication and human-in-the-loop safety controls. Learn production-ready tool integration with…

Reviewed at: 2026-07-17T11:34:09Z