kiri 0.4.4

Kiri Natural Language Engine

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?

1. No experience needed

   • Entrance to practical AI should be simple
   • Get state-of-the-art performance in your task without being an expert

2. 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

3. 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.