RAG with LangChain & Ollama Locally and For Free

Описание: In this video, we'll build a RAG app using Ollama and an embedding model locally and for free. We'll track this app in LangSmith.

00:01 Introduction
01:08 Create a virtual environment
01:38 Installation
03:17 Initialize the local model
04:23 Enter LangSmith
07:28 Load data
09:14 Split data
11:50 Create a database
13:56 Retrieve data
15:35 Generate the output
20:23 Summary

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▶️ LangChain Tutorials:
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▶️ Generative AI Tutorials:
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🔗 Notebook: https://github.com/TirendazAcademy/La...
🔗 LangGraph Blog: https://blog.langchain.dev/langgraph/
🔗 LangSmith: https://smith.langchain.com/
🔗 Rag Prompt: https://smith.langchain.com/hub/rlm/r...

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