TypeBuild
TypeBuild is a powerful Python package that empowers domain experts to develop their own frontend with just natural language input. This tool is designed to help users perform data analysis and visualization with tabular data (csv, xlsx, .db, .sqlite, .parquet). It also allows users to upload and interact with text documents for summarization, classification, and Q&A.
TypeBuild leverages the power of OpenAI's GPT models, but also provides the flexibility for users to upload their own llm function. Users can create projects and new views using the chat feature in the tool.
Installation
You can install TypeBuild using pip:
pip install typebuild
After installation, you can run the command 'typebuild' from your command line to launch the Streamlit app.
Features
- Data Analysis and Visualization: Analyze and visualize tabular data from various formats including csv, xlsx, .db, .sqlite, .parquet.
- Document Interaction: Upload and interact with text documents for tasks such as summarization, classification, and Q&A.
- Customizable AI Models: Use OpenAI's GPT models or upload your own llm function.
- Project Creation: Create and manage projects using the chat feature in the tool.
Usage
After installing the package, you can launch the Streamlit app by running:
typebuild
This will open a new browser window where you can start creating projects, uploading data, and interacting with your documents.
Contributing
We welcome contributions to TypeBuild. Please see our Contributing Guide for more details.
License
Shield:
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Support
If you encounter any issues or have any questions about TypeBuild, please open an issue on our GitHub page.
Acknowledgements
We would like to thank the OpenAI team for their GPT models which have been instrumental in the development of TypeBuild.
2 maintainers
Metadata
2 maintainers
Release files for typebuild 0.0.32
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| typebuild-0.0.32.tar.gz | 11.5 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| typebuild-0.0.32-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 23.1 MB
Release files / typebuild-0.0.32.tar.gz
| Download URL | typebuild-0.0.32.tar.gz |
|---|---|
| Size | 11.5 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.6
|
Release files / typebuild-0.0.32-py3-none-any.whl
| Download URL | typebuild-0.0.32-py3-none-any.whl |
|---|---|
| Size | 11.5 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.6
|
