observedobserver / viz-gpt Goto Github PK

This repo is now using azure services. Add support for openai services in future.

possabile?

For the online production version of vizgpt at vizgpt, there are some extra works of RAG for vega-lite and SQL.

These part of code is not open sourced yet due to some coupling of supabase architecture. If you are a researcher interested in this domain, welcome to contact me for more details.

Show the distribution of Miles per Gallon.
When button clicked to submit and visualize, error messages pop up. Kindly assist to resolve, thank you.

I want to run this great project in a docker container.
The following is my dockerfile

FROM node:20.2
COPY viz-gpt /app
WORKDIR /app
ENV PATH /root/.yarn/bin:$PATH
RUN curl -o- -L https://yarnpkg.com/install.sh | bash && \
    yarn install

# Start the service
CMD ["vercel", "dev"]

And I got the following error when I start this docker image.

2023-05-26 15:53:03 node:internal/modules/cjs/loader:1073
2023-05-26 15:53:03   throw err;
2023-05-26 15:53:03   ^
2023-05-26 15:53:03 
2023-05-26 15:53:03 Error: Cannot find module '/app/vercel'
2023-05-26 15:53:03     at Module._resolveFilename (node:internal/modules/cjs/loader:1070:15)
2023-05-26 15:53:03     at Module._load (node:internal/modules/cjs/loader:923:27)
2023-05-26 15:53:03     at Function.executeUserEntryPoint [as runMain] (node:internal/modules/run_main:83:12)
2023-05-26 15:53:03     at node:internal/main/run_main_module:23:47 {
2023-05-26 15:53:03   code: 'MODULE_NOT_FOUND',
2023-05-26 15:53:03   requireStack: []
2023-05-26 15:53:03 }
2023-05-26 15:53:03 
2023-05-26 15:53:03 Node.js v20.2.0

My first try is using npm run dev instead of vercel dev. But I got Unexpected end of JSON input like this link

So I head back to vercel dev.

ChatGPT let me add yarn add vercel after yarn install. But it doesn't work.

You can use HttpsProxyAgent to access the proxy in vizchat.ts. PROXY_URL can be configured in the .env file as shown below:

PROXY_URL=

import {HttpsProxyAgent} from "https-proxy-agent";
const proxy_url = process.env.PROXY_URL;
const agent= new HttpsProxyAgent(proxy_url)
...
const response = await fetch(url, {
        method: "POST",
        headers: {
            "Content-Type": "application/json",
            Authorization: `Bearer ${process.env.OPENAI_KEY}`,
        },
        agent,
        body: JSON.stringify({
            model: "gpt-3.5-turbo",
            messages: messages,
            temperature: TEMPERATURE,
            n: 1,
        }),
    });

My data is:

First of all, this project looks amazing! Thanks for all the good work.

However, I have this error when trying to visualise an example chart. When I pull up the console, I see this:
POST http://localhost:5173/api/vizchat 404 (Not Found)
Perhaps I have to run vizchat as a server in a separate instance?

Hi, thanks for sharing this wonderful tool. i'm planning to integrate it in my own web application based on Python: is there something (like api) that i can do to integrate viz-gpt in my app?

For some query that cannot be rendered as a chart, such like 'tell me a joke', it should hint the user.

Using VizGPT sends data to Microsoft/OpenAI & uses proprietary GPT model.
The possibility to use other LLMs instead would be nice. Free/open source and local & fine-tuned models could open up other usecases and be a huge improvement.

Great thanks !!!
I need to connect my relational database ( postgres or MySQL) instead of uploading CSV file.
possible?

I am building a much powerful version of vizGPT, with more features to support real-world data analytics. If you are interested to get early access, you can now become a early adopter by sponsoring this project.

Which you will get:

• 50% recurring discount for Pro plans of cloud version of vizGPT as long as you are using the product.
• Early access to the cloud version of vizGPT and all insider features.

Click here to become an early adopter

@ https://www.vizgpt.ai/
I believe data is sent to Azure/OpenAI for processing, but there is no awareness about this for the users

When I want to change to another topic or change a dataset, it should clear the context.