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LangChain Mastery
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Introduction
Welcome to the course3 Temas -
Set up your environment6 Temas
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Module 1 - Custom AssistantsLLMs and LangChain3 Temas
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Prompt Engineering7 Temas
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Introduction to chains4 Temas
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Using other LLM providers5 Temas
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Create a full-stack app9 Temas
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Module 2 - RAG ApplicationsIntroduction to RAG3 Temas
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Introduction to LCEL3 Temas
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Data loaders5 Temas
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Vector databases8 Temas
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Similarity Search (optional)4 Temas
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Create your RAG assistant11 Temas
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Our Streamlit application design
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Add your secrets
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Create your chat interface
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Implement your conversation chain
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Enable conversation history
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Implement your data loader (PDFs)
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Split your documents
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Initialize your vector store
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Implement your retrieval chain
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Test your application
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CHALLENGE: Add a web based loader to your app
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Our Streamlit application design
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Module 3 - Agents as AssistantsIntroduction to agents5 Temas
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Using tools8 Temas
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Create your own agent3 Temas
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Observe your agent4 Temas
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Create your agent app4 Temas
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BONUS: Deploy your LLM ApplicationsSet up for deployment5 Temas
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Reminder of Git and GitHub5 Temas
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Managed Hosting2 Temas
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Containerize your Application7 Temas
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Deploy your container5 Temas
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CI/CD4 Temas
Participants 1
Lección 13,
Tema 11
En curso
CHALLENGE: Add a web based loader to your app
Alejandro AO diciembre 23, 2024
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