LLM: RAG contoh

Contoh: https://www.youtube.com/watch?v=7VAs22LC7WE

python3 -m venv venv
source venv/bin/activate

mkdir pdf
mkdir db

pip3 install langchain_community
pip3 install langchain-text-splitters
pip3 install fastembed
pip3 install pdfplumber
pip3 install chromadb

Edit apps.py

from langchain_community.llms import Ollama
llm = Ollama(model="llama3")
responds=llm.invoke("Why the sky is blue?")
print(responds)

Run

python3 apps.py

Flask

pip3 install flask

Edit apps.py

from flask import flask
from langchain_community.llms import Ollama

app = flask(__name__)

llm = Ollama(model="llama3")
responds=llm.invoke("Why the sky is blue?")
print(responds)

Lebih detail bisa di baca di

https://github.com/ThomasJay/RAG/blob/main/app.py

Referensi

• https://www.youtube.com/watch?v=7VAs22LC7WE