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langchain_to_chatgpt-retrieval-plugin.py · GitHub
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# STEP 1: Load | |
# Load documents using LangChain's DocumentLoaders | |
# This is from https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/csv.html | |
from langchain.document_loaders.csv_loader import CSVLoader | |
loader = CSVLoader(file_path='./example_data/mlb_teams_2012.csv') | |
data = loader.load() | |
# STEP 2: Convert | |
# Convert Document to format expected by https://github.com/openai/chatgpt-retrieval-plugin | |
from typing import List | |
from langchain.docstore.document import Document | |
import json | |
def write_json(path: str, documents: List[Document])-> None: | |
results = [{"text": doc.page_content} for doc in documents] | |
with open(path, "w") as f: | |
json.dump(results, f, indent=2) | |
write_json("foo.json", data) | |
# STEP 3: Use | |
# Ingest this as you would any other json file in https://github.com/openai/chatgpt-retrieval-plugin/tree/main/scripts/process_json |
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