GenAI – Steps Involved Building LLM Models
Table Of Contents:
- Define The Problem Statement .
- Select The LLM .
- Prepare the Data (Optional, if fine-tuning or custom RAG) .
- Design the Interaction (Prompt Engineering) .
- (Optional) Fine-tune / Adapt the Model .
- Set Up the Backend (Model Serving) .
- Build the Frontend (User Interface) .
- Integrate Memory, Tools, or Search (Advanced Features) .
- Test and Evaluate the Application .
- Deploy to Production .
(1) Define The Problem Statement
(2) Select The LLM
(3) Prepare the Data (Optional, if fine-tuning or custom RAG)
(4) Design the Interaction (Prompt Engineering)
(5) (Optional) Fine-tune / Adapt the Model
(6) Set Up the Backend (Model Serving)
(7) Build the Frontend (User Interface)
(8) Integrate Memory, Tools, or Search (Advanced Features)
(9) Test and Evaluate the Application
(10) Deploy to Production
