Description
Summary An Autonomous Patent Ideation & Drafting System, a Stateful Dynamic Inventory & E-Commerce Ledger, and a Dual-Faceted Consumer Palate Matching & Procurement Engine. The winning agency will design, implement, and deploy these systems as an interconnected, highly secure enterprise ecosystem. Core Architecture Requirements Agent Orchestration: LangGraph (preferred for its cyclical, stateful graph nature, allowing agents to pass work back and forth for iterative corrections) or CrewAI. Vector Database: Qdrant or Milvus (optimized for dense vector storage and strict metadata filtering). LLM Tier: Anthropic Claude 3.5 Sonnet (via AWS Bedrock or Azure OpenAI Enterprise to enforce Zero-Data Retention contracts) paired with open-source local embedding architectures. Integrations: Shopify GraphQL API, Google Cloud Platform (BigQuery), and real-time custom API web-scrapers.