13. OpenAI Assistant File Search & Vector Store Feature Using Python | Generative AI

Discover the latest advancements in @OpenAI assistant with our exciting new video on "New File search and vector store in #openai assistant." In this installment of our #generativeai Series, we dive deep into the cutting-edge features that are revolutionizing the way we interact with #AI-powered tools.

OpenAI has introduced a game-changing update to their assistant, which now boasts a powerful file search functionality and an innovative vector store. These additions significantly enhance the assistant's ability to process, organize, and retrieve information, making it an even more valuable resource for users across various industries.

Throughout this video, we will explore the intricacies of the new file search feature, demonstrating how it streamlines the process of locating specific documents and data within the assistant's vast knowledge base. We'll also shed light on the #vector store, explaining how it optimizes the storage and retrieval of information, enabling faster and more accurate results.

Don't miss out on this opportunity to stay ahead of the curve in the world of Generative #AI. Watch our video now and unlock the full potential of OpenAI's assistant!

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[RajPatel-du]

Is there a way to constantly update the database with new data? or we have to create a new store with the updated information?

[roman]

Can I store the field identifiers and descriptions inside vector storage to use that data to build search query based on user input? Is search is limited to only that uploaded file or it also can answer the prompts like "please generate me the content"? Is it a stupid similarity search or it can think of some synonym to the data if it's missed?

[alankerrigan]

Is there any chance to load the file (CSV in this case) to a custom GPT, so when I share my custom GPT on the openai tools platform, I can update the CSV in the background with the latest data. Thanks

[LearnWithShajeel]

Can we specify multiple tools while creating assistants? foR I want to use file_search and functions calling at the same time.

[DavldLangner]

What about pictures in files? Is it a good idea to also store pictures in the files or can't the vector storage "read" the pictures?

[LearnWithShajeel]

Excellent Tutorial! Do you know how to UPDATE the file uploaded? And if it is possible then will it create new embeddings and update vector store automatically?

I think this functionality is not supported yet!

[bader-eddineqodia]

Excellent Tutorial!
what do you think, using openai build-in file search or using like others third party softwares like Pinecone ?

[motielk]

Very professional tutorial!
Can you please share the code presented in this video

[SriKrishna-wr]

Hi,

my use case is to create a python code based on the conditions which are available in the file. This file is uploaded to vector store but i am not getting the exact code from the ai after uploading file to vector store and updated the same to assistant. I have used the same code provided by you.
Can you help me in this.

[emilbergstrom]

This creates new vector stores and files every time i run the script. How can i modify it to make it use one specific vector store and not create a new one every time?

[lakshmanank]

Thanks for the useful tutorial ❤💕. Is it possible to store HTML, video and audio in vector storage? will it get the answer from this?

[amazoniahub]

Do you have this project available in github?

[ninaadshenoy]

can you please provide the code for your application?