AI Agents · Vector Search RAG · Lyon
Autonomous AI Agent & Vector RAG Pipeline Engineering in Lyon
Premier Autonomous AI Agent & Vector RAG Pipeline Engineering for startups and companies in Lyon, France. Direct founder architecture, scalable cloud systems, and 100% IP ownership.
✦ Direct Answer & Architecture Scope:
Autonomous AI agent and RAG development by Jyotirmay Ray builds self-verifying, deterministic AI systems that execute complex database queries, CRM updates, and workflow tasks. Serving innovation teams and enterprises across Lyon, France.
Production Deliverables & Milestone Roadmap
Custom Autonomous AI Agent & Vector RAG Pipeline Engineering for Lyon Teams
100% Intellectual Property Ownership & Source Code Handover
Milestone Sprints with Direct Founder Engineering
High-Availability Cloud Deployment & SLA Monitoring
Technical Architecture & Production Implementation
SYSTEM TOPOLOGY BLUEPRINT
User Request Stream
├── Intent Classifier & Function Calling Agent
├── Vector Retrieval (Pinecone / pgvector)
└── Grounded Claude / GPT-4o Action Execution
VERIFIED CODE PATTERN
# Multi-Step Autonomous AI Agent Executor
async def execute_agent_step(goal: str, tools: list):
response = await client.chat.completions.create(
model="gpt-4o",
messages=[{"role": "user", "content": goal}],
tools=tools
)
return response.choices[0].messageFrequently Asked Questions & Technical Scope
Do you work with businesses based in Lyon?
Yes. We collaborate seamlessly with companies in Lyon (France) across overlapping time zones.
What is the timeline and fixed milestone pricing?
Projects are delivered in structured 4 to 10 week milestone sprints with zero hidden charges.
Ready to build your Autonomous AI Agent & Vector RAG Pipeline Engineering in Lyon?
Direct technical collaboration with founder-engineer Jyotirmay Ray. Zero middlemen, 100% intellectual property transfer, and rapid sprint delivery.