Title: Week 09 Resources
Course: AIINFRA 303: Capstone Project > Section: Week 09 — The Model Layer: Serving, Adaptation, or RAG Integration

📚 Resources

- Title: vLLM documentation: https://docs.vllm.ai/en/latest/
- Title: Hugging Face PEFT LoRA conceptual guide: https://huggingface.co/docs/peft/main/en/conceptual_guides/lora
- Title: Build a RAG Agent with LangChain: https://docs.langchain.com/oss/python/langchain/rag
- Title: Tuning Local LLMs With RAG Using Ollama and Langchain: https://itsfoss.com/local-llm-rag-ollama-langchain/
- Title: Unsloth: Fine-tuning LLMs guide: https://unsloth.ai/docs/get-started/fine-tuning-llms-guide
- Title: RAG vs Fine-Tuning vs Prompt Engineering (IBM): https://www.ibm.com/think/topics/rag-vs-fine-tuning-vs-prompt-engineering

Week 10 · Adding Agentic and MCP or Retrieval Capabilities

Notion ID: 392c08fd-0278-81a6-ad14-ebae55006791 Notion URL: https://app.notion.com/p/392c08fd027881a6ad14ebae55006791