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Autonomous Multi-Agent Content Generation System 2025 – Present
LangGraph · LangChain · OpenAI API (GPT-4o) · Meta Llama 3 · FastAPI · AsyncIO · PostgreSQL · Redis · Docker
• Built a self-directed multi-agent pipeline (Researcher → Drafter → Reviewer) in LangGraph, running agents asynchronously via FastAPI + AsyncIO to keep end-
to-end generation latency under 4 seconds on a local test set.
• Ran GPT-4o and Llama 3 side by side as interchangeable model backends in the pipeline to compare output quality, latency, and cost.
• Applied chain-of-thought and self-critique prompting in the Reviewer agent, and compared output relevance against a single-prompt baseline on a small
personal evaluation set.
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