agents-towards-production
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How to install agents-towards-production?
nirdiamant/agents-towards-production
$git clone https://github.com/NirDiamant/agents-towards-productionAgents Towards Production is your go‑to resource for building production‑ready GenAI agents that scale from prototype to enterprise. Tutorials cover stateful workflows, vector memory, real‑time web search APIs, Docker deployment, FastAPI endpoints, security guardrails, GPU sc
README.md
| 1 | <div align="center"> |
| 2 | |
| 3 | # Agents Towards Production |
| 4 | |
| 5 | ### _The open-source playbook for turning AI agents into real-world products._ |
| 6 | |
| 7 | **Agents Towards Production is your go‑to resource for building production‑ready GenAI agents that scale from prototype to enterprise.** Tutorials cover stateful workflows, vector memory, real‑time web search APIs, Docker deployment, FastAPI endpoints, security guardrails, GPU scaling, browser automation, fine‑tuning, multi‑agent coordination, observability, evaluation, and UI development. |
| 8 | |
| 9 | ### ⭐ **If you find value in this project, PLEASE STAR IT to help others discover these tutorials!** |
| 10 | |
| 11 | <!-- SEO Keywords: generative ai agents, production deployment, langgraph, langchain, rag, retrieval augmented generation, memory, observability, guardrails, gpu deployment, orchestration, multi agent, prompt engineering, tutorials, guide --> |
| 12 | |
| 13 | [](https://www.linkedin.com/in/nir-diamant-759323134/) |
| 14 | [](https://twitter.com/NirDiamantAI) |
| 15 | [](https://discord.gg/cA6Aa4uyDX) |
| 16 | [](https://github.com/sponsors/NirDiamant) |
| 17 | |
| 18 | </div> |
| 19 | |
| 20 | --- |
| 21 | |
| 22 | <h2 align="center">🎓 From prototype to production, as a method</h2> |
| 23 | |
| 24 | <div align="center"> |
| 25 | |
| 26 | **[Prompt to Production](https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=agents-towards-production--readme&click=course-free-module-cta&target=https%3A%2F%2Fwww.diamant-ai.com%2Fcourses%3Futm_source%3Dgithub%26utm_medium%3Dreadme%26utm_campaign%3Dagents-towards-production&retarget=0&text=course-free-module-cta)** - my full course on building software with AI the way professionals do: the methods and paradigms behind reliable, efficient, modular production systems, taught systematically. 17 modules, each pairing a video lecture with a hands-on lab, from your first structured prompt to a working production system. |
| 27 | |
| 28 | ### 🎁 Try a full module, free |
| 29 | |
| 30 | <table> |
| 31 | <tr> |
| 32 | <td align="center">🎬<br><b>7-minute<br>video lecture</b></td> |
| 33 | <td align="center">🛠️<br><b>Hands-on<br>tutorial</b></td> |
| 34 | <td align="center">🤖<br><b>AI assistant<br>inside Claude Code</b></td> |
| 35 | </tr> |
| 36 | </table> |
| 37 | |
| 38 | One `npm install` adds the module's AI assistant to your Claude Code, and it guides you through the tutorial as you build. |
| 39 | |
| 40 | <a href="https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=agents-towards-production--readme&click=course-free-module-cta&target=https%3A%2F%2Fwww.diamant-ai.com%2Fcourses%3Futm_source%3Dgithub%26utm_medium%3Dreadme%26utm_campaign%3Dagents-towards-production&retarget=0&text=course-free-module-cta"><img src="images/free-module-button.svg" alt="Claim your free module" width="420"></a> |
| 41 | |
| 42 | </div> |
| 43 | |
| 44 | |
| 45 | --- |
| 46 | |
| 47 | <div align="center"> |
| 48 | |
| 49 | > **28 production-grade tutorials** covering stateful workflows, vector memory, web search APIs, Docker deployment, security guardrails, GPU scaling, multi-agent coordination, and more. |
| 50 | |
| 51 | ## 💎 Tutorial Sponsors |
| 52 | |
| 53 | <p align="center"><em> |
| 54 | Companies that have contributed step-by-step tutorials to this repository.<br> |
| 55 | Click a logo to open the tutorial. Use Ctrl‑/⌘‑click to keep this page open. |
| 56 | </em></p> |
| 57 | |
| 58 | <!-- ─────────── 1st row – 4 sponsors ─────────── --> |
| 59 | <table align="center" cellpadding="20" |
| 60 | style="table-layout:fixed; width:100%; border-collapse:collapse;"> |
| 61 | <tr align="center" valign="top"> |
| 62 | |
| 63 | <!-- LangChain --> |
| 64 | <td width="200" valign="bottom"> |
| 65 | <a href="tutorials/LangGraph-agent" title="Open LangChain tutorial"> |
| 66 | <picture> |
| 67 | <source media="(prefers-color-scheme: dark)" |
| 68 | srcset="assets/repos_images/sponsors_logos/trimmed_padded/trimmed_padded_langchain_white.png"> |
| 69 | <img src="ass |
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