HAPI-SDK 0.1.5

A plug-and-play SDK for de-hallucinating outputs from LLMs

Overview

HAPI is a plug-and-play SDK to dehallucinate your LLM generation in real time

• Hallucination Detection: Identifies and flags AI-generated misinformation.
• Confidence Filtering: Evaluates reliability of generated content.
• Easy Integration: Will support any open-source model soon

Supported models - more coming soon!

• Llama-2-7b-chat (meta-llama/Llama-2-7b-chat)
• Falcon40b (tiiuae/falcon-40b)
• Llama-2-7b (meta-llama/Llama-2-7b-hf)
• MPT7B (mosaicml/mpt-7b)

Installation

pip install HAPI_SDK

Quick Start

from hapi_sdk import DeHallucinationClient

client = DeHallucinationClient(model_id="meta-llama/Llama-2-7b-chat-hf", license_key="your-license-key")

prompt = "Explain quantum entanglement in simple terms."

output, flagged_sentences = client.dehallucinate1(prompt)

print("Filtered Output:", output)

print("Flagged Sentences:", flagged_sentences)

Contact with any suggestions!