Get Embeddings From Llama3

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This video shows how to get embeddings using llama3 locally! Using Ollama, Langchain and LlamaIndex so people can use whichever suits their use case.

Notebook: https://github.com/mosh98/RAG_With_Mo...

Why use Llama3?
Unlock the limitless potential of Meta Llama 3 for unparalleled AI capabilities. With state-of-the-art performance, enhanced reasoning, and a commitment to responsible innovation, Llama 3 redefines what's possible in the world of open source language models. Experience the future of AI today with Meta Llama 3.

Langchain or LlamaIndex?
LlamaIndex is your go-to solution for streamlined search and retrieval applications. Tailored for efficiency, it simplifies LLM querying and ensures relevant document retrieval based on user input. Ideal for focused applications demanding simplicity and speed.

On the flip side, LangChain offers a broader toolkit for crafting versatile LLM-powered applications. From data loading to customization, LangChain empowers developers with flexibility beyond search and retrieval. Perfect for projects requiring adaptability and extensibility.



Intro 0:00
Downloading Llama3 0:18
Embeddings From Ollama & Llama3 01:15
Embeddings from LlamaIndex & Llama3 01:45
Get Embeddings from Langchain & Llama3 02:44