Building LLM

Contents

1. DSPy

2. DSPy RAG

3. DSPy with LangChain

4. Mamba

5. Mamba RAG with LangChain

6. Llama3-8B with LlamaIndex

7. Llama3-8B with LangChain

8. OpenAI New GPT-4o

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References:

• LangChain 공식 문서: https://python.langchain.com

• OpenAI GPT-4o: https://openai.com/index/hello-gpt-4o/

• LlamaIndex 공식 문서: https://docs.llamaindex.ai/en/stable/

• Toward Data Science: https://towardsdatascience.com

• DSPy 공식 문서: https://dspy-docs.vercel.app/

• Mamba Huggingface: https://huggingface.co/docs/transformers/model_doc/mamba

• Meta Lllma3 Blog: https://ai.meta.com/blog/meta-llama-3/