Kiri Natural Language Engine
Project description
Kiri Natural Language Engine
Kiri NLE is a high level Python library that makes using state-of-the-art language models easy, accessible and scalable.
With Kiri, no experience in AI is needed to solve valuable real world problems using:
- Semantic search in 50+ languages (for ecommerce, documentation, etc.)
- Conversational question answering in English (for FAQ chatbots, text analysis, etc.)
- Zero-shot text classification in 100+ languages (for email sorting, intent detection, etc.)
- Summarisation in English (TLDRs for long documents)
- Emotion detection in English (for customer satisfaction, text analysis, etc.)
- Zero-shot image classification (for object recognition, OCR, etc.)
Run everything locally or take your code to production using our optimised inference API, where you only pay for usage.
⚡ Getting started | Installation, few minute introduction |
---|---|
💡 Examples | Sample problems solved using Kiri |
📙 Docs | In-depth documentation for advanced usage |
Getting started
Installation
Install Kiri via PyPi:
pip install kiri
Basic usage
from kiri import Kiri
context = "Take a look at the examples folder to see use cases!"
# Use our inference API
kiri = Kiri(api_key="abc")
# Or run locally
kiri = Kiri(local=True)
# Start building!
answer = kiri.qa("Where can I see what to build?", context)
print(answer)
# Prints
"the examples folder"
Why Kiri?
-
No experience needed
- Entrance to practical AI should be simple
- Get state-of-the-art performance in your task without being an expert
-
There is an overwhelming amount of models
- We implement the best ones for various use cases
- A few general models can accomplish more with less optimisation
-
Deploying models cost effectively is hard work
- If our models suit your use case, no deployment is needed
- Our API scales, is always available, and you only pay for usage
Examples
Take a look at the examples folder.
Documentation
Check out our docs.
Project details
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