13. OpenAI Assistant File Search & Vector Store Feature Using Python | Generative AI
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- Опубликовано: 16 июн 2024
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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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Sounds great! 🙌
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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!
Thanks! This functionality is indeed supported in V1 and V2 as well. In V1 of assistant, you would have to upload all files again with the updated one (which was stupid but I guess it was required because it would create embeddings all over again) . You can check this out here within the update assistant documentation of openAI
@@thecodecruise yes this functionality still does not exist.There is no endpoint related to modify file or Vector Store.
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
You can provide a CSV to custom GPT but you can't programmatically update the CSV behind the scenes, instead, you would have to update your file an reattach to the custom GPT every time. Although OpenAI Assistants can help you achieve this
Can we specify multiple tools while creating assistants? foR I want to use file_search and functions calling at the same time.
Sure, I have a video on function calling which you can find here ruclips.net/video/nKz6aTIg47s/видео.html, its a two part video but explains the usage of function calling step by step used for assistants.
@@thecodecruise no but my question is that can we use both file search and function calling at the same time?
@@LearnWithShajeel Yes we can, we can enable functions on assistant along with search
Terimakasih lu keren banget bang
terima kasih banyak!
Thanks for the useful tutorial ❤💕. Is it possible to store HTML, video and audio in vector storage? will it get the answer from this?
Thanks, Trying to do better 🙂 Yes, its possible, the idea of vector embeddings is to store anything as vectors and you can derive answers from it but instead of building it from scratch I would recommend that you try Gemini 1.5 pro, I have two videos on this which summarize audio calls and extract details from the video, you can check them out below:
1.ruclips.net/video/qE36eBfYeR8/видео.htmlsi=pvPM8jZKm2kU8ixc
2. ruclips.net/video/qd-6kuyvc8s/видео.htmlsi=2ucm-fmxrLanHc8L
@@thecodecruise sure . I'll check with the videos that you shared
@@lakshmanank3206 Awesome! Let me know if it helps
Can we store csv files in vector store?
Yes
@@thecodecruise Thanks for replying! I want to store CSV files in vector store and ask openai to generate a content based on a CSV file. But openai has to go through all CSV files for that. Is this achievable?
@@LeeYeon-qv1tz This is achievable, you can tweak your openai assistant to just use one CSV file. I would also recommend using pandasAI for this task, check the documentation here docs.pandas-ai.com/
@@thecodecruise Thanks!