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Harnessing Vector Database and ChatGPT intuitive document analysis

License: MIT License

JavaScript 100.00%
llm longchain pdf pinecone vectordb

answerpdf's Introduction

answerPDF

Harnessing Vector Database and ChatGPT intuitive document analysis

Create .env file with following variables

OPENAI_API_KEY=
PINECONE_ENVIRONMENT=
PINECONE_API_KEY=
PINECONE_INDEX_NAME=
PINECONE_NAME_SPACE=

Start the express server node index.js Load file

curl --location 'http://localhost:3000/load' \
--header 'Content-Type: application/json' \
--data '{
    "filePath": "/Users/kris/Downloads/pdf-mls-handbook-2023.pdf"
}'

{"fileName":"pdf-mls-handbook-2023.pdf","message":"File loaded successfully"}

Talk to the document

curl --location 'http://localhost:3000/ask' \
--header 'Content-Type: application/json' \
--data '{
    "chat": "What is an MLS",
    "history": "",
    "filename": "pdf-mls-handbook-2023.pdf"
}'

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