In this tutorial, we’ll build a simple chat interface that allows users to upload a PDF, retrieve its content using OpenAI’s API, and display the r...
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@jagroop2001 ,
Wow, I didn't know we could create such an AI project so easily! Integrating Pinata, OpenAI, and Streamlit opens up so many possibilities for building interactive applications.
I would try with image to text generation. Can you suggest is it feasible ?
@john12 ,
Creating an image-to-text generation application using OpenAI's models is definitely possible! The advanced features of models like
GPT-4andDALL-Emake this a realistic and exciting project.@jagroop2001 ,Thank you so much! 🙌✨ I'm really excited about this project! 😊
@john12 , let me know if you need any help in your project.
@jagroop2001 , sure thanks
Great tutorial @jagroop2001 !
Question: How do I restrict the PDFs to files that I have already preloaded? Basically, disallow users from uploading their own documents and only allowing chat with my PDFs.
@anh_ta_ec592abca466578198 ,
To restrict users to only chat with preloaded PDFs, you can disable the file upload functionality and instead provide a list or dropdown menu of the available PDFs ( Yes you can manually upload files on @pinata server
directly). When a user selects a PDF from the list, you can load that specific document for processing. This ensures they can only access and interact with the PDFs you have preloaded, preventing them from uploading any of their own files.
Thank you! I'll try it.
@anh_ta_ec592abca466578198 ,Sure
I highly recommend you take a look at LangChain :)
Sure @martinbaun , any resources ??
@martinbaun , are you pointing to built this project using Langchain using RAG's ?
This example is not going to prevent hallucinations, nor are they going to be indexed. In my opinion, having the files in IPFS is a good idea to keep the files in a secondary location before loading them into something like FAISS or some other vector database with a suitable index applied. PDF files need to be processed, they may contain images and tables and these need to be indexed as well.
@alonsoir ,
I think combining IPFS for storage and a solid indexing approach with vector databases will create a more reliable system for handling diverse content types within PDFs.
I didn't get any mail from pinata due to this I am not able to continue with this. @jagroop2001
Please reach out to @pinata team through this email
team@pinata.cloudor try with different email account. @hraifi@jagroop2001 thanks, worked for my different email account.
Oh great !!
@jagroop2001
Whoa! Fantastic Project using OpenAI and Pinata. I've tried this and it works well.
Your API keys aren't functioning, by the way. I attempted to utilize this
@works ,
yes because I have shown this for demo purpose after that I delete the @pinata keys and regenerated new ones.
@jagroop2001 , got it.
Can you guide me that how I would build a platform like that where code file uploaded and OpenAI generate code review of it and also provide optimized code correction.
Is this possible with OPEN AI
@works ,
Yes, it's possible to build a platform that allows code file uploads, with OpenAI generating code reviews and offering optimised corrections. You can achieve this by integrating OpenAI's API or Gemini API ( which is free) or Open Source Model for code analysis and Pinata for secure file storage, all within a React-based front-end.
I'm already working on this exact problem statement and plan to publish the project within a few days, using Pinata, OpenAI, React, and other technologies.
Wow , I will be waiting for this as this would really help me to learn with your code refence. @jagroop2001
Sounds interesting @jagroop2001 ,
Why Pinata when we can store that in any 3rd party bucket or even in backend public folder ?
@paxnw ,
@pinata is great because it leverages IPFS, giving files a decentralized home that's secure, accessible.
Unlike a typical backend folder or cloud storage, IPFS ensures that files are immutable and distributed, reducing dependency on any single server.
This can boost performance, especially for apps that need reliable file access across multiple locations. Plus, Pinata’s API makes integration and file management a breeze!
sound's conveniencing !! @jagroop2001
@jagroop2001 , while running got the error :
Do you know how to resolve this ? I tried to find online but doesn't work .
@paxnw ,Yes, I have already experienced it. Fortunately, I know how to fix it:
If you want to upgrade your codebase to be compatible with the new version, you can run:
ORIf you prefer to keep using the old version until you're ready to migrate, you can pin your installation:
pip install openai==0.28@jagroop2001 , this one worked for me :
pinata is not the best choice.
What would you recommend @zh2332926
Arweave
Wow, I didn't know we could do such a project. Thats interesting
Thanks, @devnenyasha ! There’s so much more to come with projects like these.
good idea
Thanks @iabdsam
This is actually a great idea! Awesome implementation guys
Thanks @josectoscano ,any other suggestion or feedback about this ?
That's cool, well!
Thanks @__4ldyfwkymhmd
totally rad!
Thanks @mine4me01 !!
But how do we test it outside the local Machine?
@femi_akinyemi , one can either deploy it on streamlit or any other third party server like aws , google cloud , real cloud etc.
there is a project called repochat that is for the same purpose. still great read!
@dark_coder_vibes ,
Thank you for the heads-up! I appreciate the mention of repochat—it’s always interesting to see different approaches to similar goals. Glad you enjoyed the read!
Cool!
Thanks @glimpse ,There’s so much more to come with projects like these.
did you use trial or u had to pus card info?
@pinata offers a range of affordable plans, including a free tier, making it accessible for various users who need reliable file storage and management solutions.
Wow , such a great project for learning . I definitely work on this. @jagroop2001
Thanks @hraifi , I am happy that this would help you.
@jagroop2001 , I am really passionate about this project and eager to contribute to its development. I believe working on it will help me deepen my understanding and skills, and I would love to extend its functionality further. I would like to propose this as my final year project for university, as it aligns perfectly with my academic goals. I'm confident that my contribution will add value, and I am excited to collaborate on this.
Go for it @hraifi ,
make sure to create credentials of pinata account and try with videos and images as well with Open AI
Sure, OpenAI and Pinata are paid I think.
Yes OpenAI is paid but @pinata is at least free for our personal projects where real user's are equals to none or very few.
I think you should use Gemini API key and update my code accordingly, It will work perfectly fine.
Thanks, just suggestion: You can add this project under Hacktoberfest so that more developer's will work on this. @jagroop2001
@hraifi , great idea !!