https://github.com/thatsinewave/foresightgpt
A web-based simulation tool that leverages OpenAI's API to generate probabilistic outcomes based on user-defined parameters.
https://github.com/thatsinewave/foresightgpt
foresight good-first-issue good-first-issues good-first-pr good-first-pr-first-contribution gpt gpt-3 gpt-35-turbo gpt-4 gpt-4o open-source openai-api openai-chatgpt opensource prediction predictive-analytics predictor thatsinewave web-application webapp
Last synced: 6 months ago
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A web-based simulation tool that leverages OpenAI's API to generate probabilistic outcomes based on user-defined parameters.
- Host: GitHub
- URL: https://github.com/thatsinewave/foresightgpt
- Owner: ThatSINEWAVE
- License: mit
- Created: 2025-03-11T05:00:31.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2025-03-11T07:14:43.000Z (7 months ago)
- Last Synced: 2025-03-11T08:24:11.169Z (7 months ago)
- Topics: foresight, good-first-issue, good-first-issues, good-first-pr, good-first-pr-first-contribution, gpt, gpt-3, gpt-35-turbo, gpt-4, gpt-4o, open-source, openai-api, openai-chatgpt, opensource, prediction, predictive-analytics, predictor, thatsinewave, web-application, webapp
- Language: JavaScript
- Homepage: https://thatsinewave.github.io/ForesightGPT
- Size: 338 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
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README
# [ForesightGPT](https://thatsinewave.github.io/ForesightGPT)
ForesightGPT is a web-based prediction tool that leverages OpenAI's GPT models to generate probabilistic forecasts based on user-defined parameters.
**[Live Demo Here](https://thatsinewave.github.io/ForesightGPT)**
## Features
- **AI-Powered Predictions**: Utilize OpenAI's GPT models (GPT-4, GPT-4 Turbo, GPT-3.5 Turbo) to generate intelligent predictions
- **Customizable Parameters**: Define and adjust the relevant factors affecting your prediction
- **Visual Results**: View outcomes as clear probability charts and confidence indicators
- **Detailed Analysis**: Get comprehensive explanations of prediction reasoning
- **Key Factors Identification**: Understand which parameters have the most significant impact
- **Local API Key Storage**: Your OpenAI API key is stored securely in your browser's local storage only
## ☕ [Support my work on Ko-Fi](https://ko-fi.com/thatsinewave)
## How It Works
1. **Configure API**: Enter your OpenAI API key and select a model
2. **Define Your Question**: Enter what you want to predict
3. **Set Parameters**: Add relevant factors with their value ranges and importance weights
4. **Generate**: Get detailed probabilistic predictions with visual representations
5. **Analyze**: Review the detailed explanation and key influencing factors
## Requirements
- An OpenAI API key with access to GPT models
- A modern web browser with JavaScript enabled
- Internet connection to access the OpenAI API
## Privacy & Security
- Your OpenAI API key is stored only in your browser's local storage
- No data is sent to any servers except directly to OpenAI's API
- All processing happens in your browser
## Obtaining an OpenAI API Token
To use ForesightGPT, you need a valid OpenAI API key with an active payment method to avoid quota errors. Follow these steps to set up your API key properly:
### Step 1: Create an OpenAI Account
1. Go to [OpenAI's website](https://platform.openai.com/signup).
2. Sign up using your email, Google, or Microsoft account.
3. Verify your email address and log in.
### Step 2: Generate an API Key
1. Once logged in, navigate to the [API Keys page](https://platform.openai.com/api-keys).
2. Click **Create a new secret key** and copy it.
- Store this key securely, as it will not be shown again.
### Step 3: Add a Payment Method
1. Go to [Billing](https://platform.openai.com/account/billing).
2. Click **Set up payment method** and enter your credit/debit card details.
3. OpenAI requires an active payment method to continue using the API beyond the free trial quota.
### Step 4: Check Your Usage & Limits
1. Visit the [Usage page](https://platform.openai.com/account/usage) to monitor your token consumption.
2. If you exceed your quota, you may need to increase your **soft limit** or add more funds in the [Limits section](https://platform.openai.com/account/billing/limits).
### Step 5: Use Your API Key in ForesightGPT
1. Open ForesightGPT and enter your API key in the settings.
2. Ensure your key is valid and has sufficient quota to avoid errors.
**Tip:** OpenAI may grant a free trial with limited credits. Once used up, you'll need to switch to a paid plan to continue making API requests.
## Installation for Local Development
1. Clone the repository:
```
git clone https://github.com/ThatSINEWAVE/ForesightGPT.git
```
2. Navigate to the project directory:
```
cd ForesightGPT
```
3. Open `index.html` in your preferred browser or use a local development server.
## Cost Considerations
This tool uses the OpenAI API which may incur charges to your account based on token usage. GPT-4 provides the most accurate predictions but costs more per API call. GPT-3.5 Turbo is more cost-effective for frequent use.
## Usage Tips
- **Be Specific**: The more precise your prediction question, the better the results
- **Relevant Parameters**: Include all factors that might influence the outcome
- **Weight Appropriately**: Assign higher weights (1-10) to more influential factors
- **Multiple Scenarios**: Run predictions with different parameter values to compare outcomes
## Limitations
- Predictions are probabilistic estimates, not guarantees
- Results depend on the quality of parameters and their assigned weights
- The tool is subject to the limitations of the underlying OpenAI models
- Internet connection is required for generating predictions
## [Join my discord server](https://discord.gg/2nHHHBWNDw)
## Technical Details
ForesightGPT is built using:
- HTML5, CSS3, and vanilla JavaScript
- Chart.js for data visualization
- Font Awesome for icons
- OpenAI Chat Completions API
## Acknowledgements
- [OpenAI](https://openai.com/) for providing the GPT API
- [Chart.js](https://www.chartjs.org/) for the visualization library
- [Font Awesome](https://fontawesome.com/) for the icons
## Contributing
Feel free to submit issues or contribute improvements via pull requests.
## License
This project is open-source and available under the [MIT License](LICENSE)