February 2025
Intermediate
376 pages
9h 25m
Japanese
Content preview from 仕組みからわかる大規模言語モデル 生成AI時代のソフトウェア開発入門
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リスト7.1.5
import sys
from langchain_community.document_loaders import CSVLoader
from langchain_text_splitters import RecursiveCharacterTextSplitter
from langchain_chroma import Chroma
from langchain_openai import OpenAIEmbeddings
def load_document(filename):
loader = CSVLoader(filename, autodetect_encoding=True)
pages = loader.load()
python_splitter = RecursiveCharacterTextSplitter(chunk_size=2000, chunk_overlap=400)
splits = python_splitter.split_documents(pages)
Chroma.from_documents(
documents=splits,
embedding=OpenAIEmbeddings(model="text-embedding-3-small"),
persist_directory="data",
)
load_document(sys.argv[1]) ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.