πŸ€– ML & Gen AI

λ¨Έμ‹ λŸ¬λ‹, MLOps, μƒμ„±ν˜• AI에 λŒ€ν•œ ν•™μŠ΅ 기둝

Multi Agents λ₯Ό μ΄μš©ν•œ Deep Research -> AI Report λ°œν–‰ μ‹œμŠ€ν…œ κ΅¬ν˜„
Guardrail
OpenAI Agents SDK
OpenAI API
Hugging Face - Spaceλ₯Ό 톡해 컀리어 챗봇 λ§Œλ“€κΈ°
Gradio - App UI interface
Tool Calling in LLMs - (LLM tool 을 ν™œμš©ν•œ Chatbot ꡬ성)
RAG(Retrieval-Augmented Generation)을 ν™œμš©ν•œ Chatbot
Ollama on Local & EKS
Agentic Systems - Agents
Agentic Systems - 5 workflow design patterns
MLOps - Kubeflow
λ¨Έμ‹ λŸ¬λ‹ μ§€λ„ν•™μŠ΅ - DecisionTreeClassifier
Q developer μ—μ„œ MCP μ‚¬μš©ν•˜κΈ°
MLOps - Apache Airflow
MLOps - Model λΉŒλ“œ/배포 및 ν…ŒμŠ€νŠΈ
MLOps - Seldon Core Operator
MLOps - Apache Spark Operator
MLOps - PostgreSQL
MLOps - MLflow
MLOps - MinIO
MLOps - Keycloak
MLOps - Jupyterhub
Gen AI ν”„λ‘¬ν”„νŠΈ μ—”μ§€λ‹ˆμ–΄λ§
Bedrock workshop