Lecture Note : LLM Master Class

Contents are based of korean and english.

All codes are reference by this link : https://fastcampus.co.kr/data_online_llmmaster

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Contents

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Part 3

Basic of python programming for API

1. Programming_API_guide

2. Examples of ChatGPT

3. Examples of Langchain

4. Examples of DuckDuckgo

5. Examples of Function Calling

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Part 4

Developing LLM Services examples

1. Examples of Embedding

2. Examples of VectorDB & Vector Indexing - LlamaIndex

3. Examples of Post processing - Moderate

4. Examples of Groundedness - RAGAS

5. Examples of APP (STT <-> TTS)

6. Examples of APP (Generate Concepts)

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Part 5

Architecture and Integration

1. Examples of API calling