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Merge branch 'main' into main

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alxspiker 2023-05-11 14:34:13 -06:00 • committed by GitHub
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4 changed files with 20 additions and 6 deletions
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ingest.py
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@ -3,6 +3,8 @@ from langchain.document_loaders import TextLoader, PDFMinerLoader, CSVLoader
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain.vectorstores import Chroma
from langchain.embeddings import LlamaCppEmbeddings
from constants import PERSIST_DIRECTORY
from constants import CHROMA_SETTINGS
def main():
llama_embeddings_model = os.environ.get('LLAMA_EMBEDDINGS_MODEL')
@ -23,7 +25,7 @@ def main():
# Create embeddings
llama = LlamaCppEmbeddings(model_path=llama_embeddings_model, n_ctx=model_n_ctx)
# Create and store locally vectorstore
db = Chroma.from_documents(texts, llama, persist_directory=persist_directory)
db = Chroma.from_documents(texts, llama, persist_directory=PERSIST_DIRECTORY, client_settings=CHROMA_SETTINGS)
db.persist()
db = None