PythonRAGLangChainFastAPIAI Agents
AISMS – AI Stock Management Agent
January 2024 – April 2024
An intelligent AI agent designed to automate inventory tracking and provide decision support for businesses. The system uses retrieval-augmented generation (RAG) to retrieve business knowledge and generate actionable recommendations for stock management.
Key Highlights
Designed AI agent to automate inventory tracking and decision support
Built RAG pipeline to retrieve business knowledge and generate recommendations
Developed web interface for interaction and reporting
Integrated system with existing inventory databases
Tech Stack
AI/ML
LangChainOpenAIRAG
Backend
FastAPIPythonPostgreSQL
Frontend
ReactTypeScriptTailwindCSS
Infrastructure
DockerAWSRedis
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