Leading AI Expert
1 week ago
AI Developer Role Overview
\We are seeking an experienced AI developer to join our team. The successful candidate will have expertise in applying Large Language Models (LLMs) and building AI-driven applications.
\The role involves designing and developing AI agents within our platform with an initial focus on integrating external LLM APIs via sophisticated prompt engineering and RAG techniques into these agents, built using Python + FastAPI.
\You will architect the logic for these agents, enabling them to perform complex tasks within our e-commerce and retail data orchestration pipelines.
\Key Responsibilities:
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- Design, develop, test, and maintain the core logic for AI agents within FastAPI services.\
- Integrate with external LLM provider APIs.\
- Implement and optimize Retrieval-Augmented Generation (RAG) patterns using vector databases to provide relevant context to LLM API calls made by agents.\
- Build and maintain scalable FastAPI microservices that host AI agent logic and handle interactions with LLMs and other platform components in a containerized environment (Docker, Kubernetes).\
- Prepare and preprocess data required for effective prompt context, RAG retrieval, and potentially for future fine-tuning tasks.\
- Collaborate with cross-functional teams to deliver AI features and stay updated on LLM advancements.\
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