Custom AI Agents & Intelligent RAG Systems for EnterpriseVladyslav Soliannikov
I architect high-load autonomous agent systems and enterprise RAG pipelines that automate complex business workflows. By building custom FastAPI execution layers, I integrate LLMs directly into your CRM, logistics, and payment providers to deliver production-ready automation that saves thousands in monthly operational costs.
What's included
Production-Ready AI Agent Architecture
A scalable FastAPI backend with Docker support, integrated with LLMs and optimized for high-load enterprise environments.
Advanced RAG Pipeline & Vector Database
High-performance semantic search system using Qdrant, enabling the AI to retrieve and process your company's documents with sub-500ms latency.
Custom API Integration & Tool-Calling Layer
A robust execution module connecting the AI to your business ecosystem (CRMs, logistics, payments) for fully autonomous task completion.
FAQs
Yes. I specialize in building custom Python/FastAPI execution layers that connect any LLM (Mistral, OpenAI, Gemini) to your specific business infrastructure via REST or WebSockets.
I optimize RAG pipelines for speed, typically achieving sub-500ms retrieval times using Qdrant and asynchronous processing, ensuring a seamless user experience.
Custom AI Agents & Intelligent RAG Systems for EnterpriseVladyslav Soliannikov
Starting at$1,000
Duration2 weeks
I architect high-load autonomous agent systems and enterprise RAG pipelines that automate complex business workflows. By building custom FastAPI execution layers, I integrate LLMs directly into your CRM, logistics, and payment providers to deliver production-ready automation that saves thousands in monthly operational costs.
What's included
Production-Ready AI Agent Architecture
A scalable FastAPI backend with Docker support, integrated with LLMs and optimized for high-load enterprise environments.
Advanced RAG Pipeline & Vector Database
High-performance semantic search system using Qdrant, enabling the AI to retrieve and process your company's documents with sub-500ms latency.
Custom API Integration & Tool-Calling Layer
A robust execution module connecting the AI to your business ecosystem (CRMs, logistics, payments) for fully autonomous task completion.
FAQs
Yes. I specialize in building custom Python/FastAPI execution layers that connect any LLM (Mistral, OpenAI, Gemini) to your specific business infrastructure via REST or WebSockets.
I optimize RAG pipelines for speed, typically achieving sub-500ms retrieval times using Qdrant and asynchronous processing, ensuring a seamless user experience.
$1,000