I made a personal search engine with openai and pinecone
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creating a personal search engine with openai and pinecone can be a powerful way to search and retrieve information tailored to your specific needs. in this tutorial, we will walk through the steps of setting up and using openai's gpt-3 for text generation and pinecone for similarity search.
step 1: set up openai api
1. create an account on openai and obtain your api key.
2. install the openai python client using pip:
step 2: set up pinecone
1. create an account on pinecone and obtain your api key.
2. install the pinecone python client using pip:
step 3: use openai gpt-3 for text generation
here is an example python code snippet to generate text using gpt-3:
step 4: set up pinecone for similarity search
here is an example python code snippet to set up pinecone for similarity search:
step 5: index data in pinecone
here is an example python code snippet to index data in pinecone:
step 6: perform similarity search using pinecone
here is an example python code snippet to perform similarity search using pinecone:
by following these steps, you can create a personal search engine that leverages the power of openai for text generation and pinecone for similarity search. this combination allows you to generate personalized search results based on your specific needs and preferences.
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