This is the Linux app named Agents Towards Production whose latest release can be downloaded as agents-towards-productionsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named Agents Towards Production with OnWorks for free.
Follow these instructions in order to run this app:
- 1. Downloaded this application in your PC.
- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 3. Upload this application in such filemanager.
- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.
- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 6. Download the application, install it and run it.
SCREENSHOTS:
Agents Towards Production
DESCRIPTION:
Agents Towards Production is an opinionated, code-first playbook for taking AI agents from prototype to production-ready systems. Instead of focusing only on toy examples, it dives into every layer of an agent stack: orchestration, memory, RAG, tool and API integration, security, observability, deployment, evaluation, and UI. The repository is built around runnable tutorials, each in its own folder, often sponsored by or built in collaboration with infrastructure providers like LangChain, Redis, Bright Data, Contextual AI, Tavily, Runpod, Portia, and others. These tutorials show how to implement things like secure tool calling with OAuth, dual-memory architectures, production RAG agents, multi-agent communication protocols, GPU deployment, containerization with Docker, FastAPI endpoints, and Streamlit chat UIs. The architecture diagram and accompanying material provide a mental model for how production-grade agents should be wired together.
Features
- End-to-end tutorials covering orchestration, memory, tools, RAG, and deployment
- Production-focused patterns for Docker, FastAPI, GPU scaling, and on-prem LLM setups
- Deep dives into security guardrails, prompt-injection defenses, and safe tool calling
- Integration examples with real services like Redis, Bright Data, Contextual AI, Tavily, and more
- Observability and evaluation tutorials using tracing, behavioral analysis, and automated tests
- Ready-to-run notebooks and scripts that can be cloned, customized, and adapted into real products
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/agents-tow-production.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.