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RAG
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Module 1
Foundations: Programmatic LLM Interaction
1
Python LLM API Calls
Make API calls to a large language model using Python.
2
Role-Based Prompting for LLM Control
Structure prompts using system and user roles to control LLM behavior.
3
Controlling Output with Generation Parameters
Adjust generation parameters such as temperature and max tokens to influence output.
4
Programmatic LLM Response Parsing
Parse and process LLM API responses programmatically.
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The Language of Vectors: Embeddings and Similarity