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I will build bespoke production grade langgraph react ai agents
VishyTechLtd
About this gig
The Sovereign System: Custom Production-Grade AI Agents
Stop building "forgetful" chatbots. Start deploying resilient AI Digital Workers.
I architect The Sovereign System bespoke autonomous ReAct (Reasoning + Acting) agent designed for high-logic execution. Unlike standard bots, my agents think, decide, and act using custom Python tools.
Why Choose The Sovereign System?
- The Brain (LangGraph): Advanced state management that minimizes hallucinations. Your agent follows strict logic to make autonomous decisions with precision.
- The Interface (FastAPI): High-performance API wrapper with Swagger UI documentation. Effortlessly "plug" this intelligence into your existing application.
- The Memory (SQLite): Permanent persistence. Your agent recalls every detail from previous conversations, even after a system restart.
- ️ Total Sovereignty: You own the Source Code. No monthly "No-Code" fees, no data leaks, and 100% privacy control.
Bespoke. Resilient. Autonomous.
Every business logic is unique. Message me first for a custom quote on your bespoke Sovereign System.
Get to know VishyTechLtd
VishyTechLtd
Autonomous AI Architect
- FromUnited Kingdom
- Member sinceMar 2026
Languages
English
I build Autonomous AI Agents that think, decide, and execute complex workflows using custom Python tools. Unlike basic bots, my "Digital Workers" automate high-logic tasks to save you significant time and operational costs.
Delivered as a high-performance FastAPI, these agents plug directly into your software. By using SQLite checkpointers, I ensure your agent has permanent memory. It recalls every detail and resumes long-running tasks exactly where it left off, even after a restart. Stop losing data and start automating with resilience.
FAQ
What AI model will you use to build these agents
I’ll build your agents using Ollama to run models like Llama 3.2 directly on your hardware. This allows them to work completely offline, ensuring your data stays private and secure with no subscription fees or internet required for smart decision-making.
What format will the product be delivered in?
I deliver your agent as a FastAPI wrapper, providing a local web link (API) for your project. This allows you to directly integrate the agent into your existing apps. It’s lightweight, fast, and makes connecting your software to the AI seamless.
What do I need to run this?
To run Llama 3.2 smoothly via Ollama, I recommend at least 8GB of RAM and a modern CPU. While a dedicated GPU isn’t strictly required, having one with 4GB+ VRAM will significantly speed up the agent's response time. You’ll also need ~5GB of free disk space.
Will you help me set this up?
Yes! I provide a requirements file and full documentation that guides you from start to finish. Even if you have a basic laptop with no tools installed, the docs cover everything—including Python and LangGraph setup—to get your agent running perfectly.
