š¹ Custom AI agent or chatbot architecture
š¹ Retrieval-Augmented Generation using your business data
š¹ Persistent conversation memory and session management
š¹ PDF, website, database, or knowledge-base integration
š¹ API integrations and tool calling
š¹ Web search, file processing, or structured data retrieval
š¹ Multi-step agent workflows using LangGraph or similar frameworks
š¹ FastAPI backend development
š¹ Database and vector-store integration
š¹ Docker and cloud deployment
š¹ Testing, evaluation, and hallucination-reduction mechanisms