https://github.com/vikyw89/haystack-ai-playground
playground to haystack deepset ai
https://github.com/vikyw89/haystack-ai-playground
Last synced: 8 months ago
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playground to haystack deepset ai
- Host: GitHub
- URL: https://github.com/vikyw89/haystack-ai-playground
- Owner: vikyw89
- Created: 2023-12-14T16:02:37.000Z (almost 2 years ago)
- Default Branch: alpha
- Last Pushed: 2023-12-14T17:30:50.000Z (almost 2 years ago)
- Last Synced: 2025-01-08T08:15:46.265Z (10 months ago)
- Language: Python
- Homepage:
- Size: 122 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Project Name
Haystack Playground
## Table of Contents
- [Description](#description)
- [Features](#features)
- [Installation](#installation)
- [Usage](#usage)
- [Contributing](#contributing)
- [License](#license)
## Description
This project serves as a playground to explore the Haystack framework. Haystack is an open-source Python framework that provides a modular and scalable approach to building end-to-end question answering (QA) systems. This repository contains sample code and configurations to help you get started with Haystack.
## Features
- Sample code to index and retrieve documents using Haystack
- Pre-built QA models for question answering tasks
- Configurations for different retrieval and reader models
- Example pipelines for end-to-end QA workflows
## Installation
To set up the project and install the required dependencies, follow these steps:
1. Clone the repository: `git clone https://github.com/your-username/haystack-playground.git`
2. Navigate to the project directory: `cd haystack-playground`
3. Create a virtual environment (optional but recommended): `python3 -m venv env`
4. Activate the virtual environment: `source env/bin/activate`
5. Install the dependencies: `pip install -r requirements.txt`
## Usage
To explore and experiment with the Haystack framework, follow these steps:
1. Make sure your virtual environment is activated: `source env/bin/activate` (if not already)
2. Review the sample code and configurations in the repository.
3. Customize the code and configurations to fit your specific use case.
4. Run the provided scripts or create your own scripts to run different Haystack components.
5. Experiment with different retrieval and reader models, and refine your question answering system.
## Contributing
Contributions to this project are welcome! If you have any improvements or additions to make, please follow these guidelines:
1. Fork the repository.
2. Create a new branch for your changes: `git checkout -b my-feature`
3. Make your changes and test thoroughly.
4. Commit your changes: `git commit -am 'Add new feature'`
5. Push to the branch: `git push origin my-feature`
6. Submit a pull request.
## License
This project is licensed under the [MIT License](LICENSE).