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Scipy 2024
Module 1: Introduction to LLMs and Problem Setup
Python Environment Setup
Introduction to Language Models
LLMs, Prompt Engineering, and OLMo
LangChain: The LLM Application Framework
Break Time 1
Module 2: Building LLM-powered Domain Specific Question and Answer System
Domain-Specific Question and Answer
Astrophysics Prompting with OLMo
Retrieval-Augmented Text Generation
Break Time 2
Module 3: Creating the Application
Astrophysics Chat Application
Try with your Data
Appendix
Astrophysics Dataset Creation
Documents Loader
Qdrant Vector Database Creation
Repository
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Module 3: Creating the Application
Module 3: Creating the Application
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Astrophysics Chat Application
Try with your Data
