Skip to main content

Python client library for Vera AI chatbot by Hession Dynamics

Project description

Verahession

Verahession is a lightweight Python interface for interacting with V.E.R.A. (Vocally Enhanced Research Assistant), an AI-powered conversational agent. This module provides simple tools to connect to the VERA API, send messages, rewrite input, and run local intent classification using your own training data.



🔧 Features

  • 🧠 Send and receive messages using an API-based LLM
  • ✍️ Rewrite user input intelligently
  • 🏋️‍♂️ Train a local intent classification model
  • 🔍 Detect user intent with confidence scoring

📦 Installation

python3 -m pip install verahession

🔑 API Key

To use the Vera API (LLM), you need an API key.
Visit hessiondynamics.com to request your key.


🚀 Example Usage

from verahession.api import vera_interface
from verahession.assistant import *

# Initialize Vera interface
vera = vera_interface(API_KEY="your_api_key_here", AGENT_NAME="Brian", USER_NAME="Jack")

# Send a message
message = input("You: ")
result = vera.send(message)
print("Vera says:", result.get("response", result))

# Rewrite a message (or text, whatever)
message = input("Text: ")
result = vera.rewrite(message)
print("Vera rewrites:", result.get("response", result))

# Train the intent classifier
bot_trainer = trainer("./intents.json", "./model.pth")
bot_trainer.train()

# Classify a new input
classifier = Classifier("./model.pth")
message = input("You: ")
intent, confidence = classifier.classify(message)
print(intent)
print(confidence)

📁 File Structure

  • verahession/api.py – Vera API interface (LLM)
  • verahession/assistant.py – Local trainer & classifier tools
  • intents.json – Training data for intent classification
  • model.pth – Output model file after training

📄 License

MIT License


Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

verahession-0.1.24.tar.gz (6.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

verahession-0.1.24-py3-none-any.whl (7.1 kB view details)

Uploaded Python 3

File details

Details for the file verahession-0.1.24.tar.gz.

File metadata

  • Download URL: verahession-0.1.24.tar.gz
  • Upload date:
  • Size: 6.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.10.12

File hashes

Hashes for verahession-0.1.24.tar.gz
Algorithm Hash digest
SHA256 637f546b3fa07bf985b70e998155eb1dad9aaa8922babddeb00b183ad7d73742
MD5 76e56f41448a998a2a2ae2ccddf40aad
BLAKE2b-256 b9f48871fdc99ab7fbdd0e0d784f3e92c72253538dbd187816f615e47813fe18

See more details on using hashes here.

File details

Details for the file verahession-0.1.24-py3-none-any.whl.

File metadata

  • Download URL: verahession-0.1.24-py3-none-any.whl
  • Upload date:
  • Size: 7.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.10.12

File hashes

Hashes for verahession-0.1.24-py3-none-any.whl
Algorithm Hash digest
SHA256 5bbdc23bbb4c5856ba0901d78f1323ef914d9a76c40564f96926f14eae7cd1c4
MD5 19a440b26ce1995d64047d918a6f9a6b
BLAKE2b-256 aedf79fe6b689c88000a2711419ef617283afe029d601eb557d08b9f6009e2b1

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page