Language Models
A Python package providing simple building blocks for exploring natural language processing.
Installation
This package can be installed using the following command:
pip install languagemodels
Example Usage
Here are some usage examples as Python REPL sessions. This should work in the REPL, notebooks, or in traditional scripts and applications.
Text Completions
>>> import languagemodels as lm
>>> lm.complete("She hid in her room until")
'she was sure she was safe'
Instruction Following
>>> import languagemodels as lm
>>> lm.do("Translate to English: Hola, mundo!")
'Hello, world!'
>>> lm.do("What is the capital of France?")
'paris'
Classification
>>> import languagemodels as lm
>>> lm.classify("Language models are useful", "positive", "negative")
'positive'
Semantic Search
>>> import languagemodels as lm
>>> lm.store_doc("Mars is a planet")
>>> lm.store_doc("The sun is hot")
>>> lm.load_doc("What is Mars?")
'Mars is a planet'
Extractive Question Answering
>>> import languagemodels as lm
>>> lm.extract_answer("What color is the ball?", "There is a green ball and a red box")
'green'
External Retrieval
>>> import languagemodels as lm
>>> lm.fetch_wiki('Chemistry')
'Chemistry is the scientific study...
>>> lm.fetch_weather(41.8, -87.6)
'Partly cloudy with a chance of rain...
Misc Text Tools
>>> import languagemodels as lm
>>> get_date()
'Friday, May 12, 2023 at 09:27AM'
Projects
This package can be used to do the heavy lifting for a number of learning projects:
- Basic chatbot
- Chatbot with information retrieval
- Chatbot with access to real-time information
- Text classification
- Extractive question answering
- Semantic search
- Document question answering
1 maintainer
Release files for languagemodels 0.0.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| languagemodels-0.0.4.tar.gz | 6.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| languagemodels-0.0.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size:14.5 kB
Release files / languagemodels-0.0.4.tar.gz
| Download URL | languagemodels-0.0.4.tar.gz |
|---|---|
| Size | 6.8 kB |
| Tags | Source |
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Release files / languagemodels-0.0.4-py3-none-any.whl
| Download URL | languagemodels-0.0.4-py3-none-any.whl |
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| Size | 7.8 kB |
| Tags | Python 3 |
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