Contact person: Python Multi-Agent System Development

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Location: Multan, Pakistan

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"I have a multi-agent concept sketched out and now need a Python specialist to turn it into a working system. The core work is three-fold: writing the agent modules themselves, wiring them to external tools and APIs (these will include both in-house endpoints and well-known third-party services), and finally packaging everything for smooth server deployment.

Here is what I will hand over:
• a high-level architecture diagram,
• credentials and documentation for each API,
• access to the target VPS (Ubuntu, root SSH).

What I would like back:
• clean, well-documented Python code for each agent,
• integration layers that hide API quirks behind a common interface,
• deployment scripts or Dockerfiles so I can spin the whole stack up on a fresh server with one command,
• a short README describing setup, config variables, and how to extend the agent pool.

You are free to choose the frameworks or libraries (FastAPI, Celery, LangChain, etc.) as long as they serve the goal of a scalable, maintainable multi-agent system. Solid logging, error handling, and basic test coverage will be part of the acceptance criteria.

Once the code is running on the server and all endpoints respond as expected, the project is complete. If this sounds interesting, let me know your approach and any clarifying questions." (client-provided description)