https://github.com/watson-developer-cloud/assistant-skill-analysis
Dialog Skill Analysis framework for Watson Assistant
https://github.com/watson-developer-cloud/assistant-skill-analysis
accuracy ai-assistants analysis-framework classification conversational-ai entities intents machine-learning machine-learning-algorithms ml watson watson-assistant
Last synced: about 1 month ago
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Dialog Skill Analysis framework for Watson Assistant
- Host: GitHub
- URL: https://github.com/watson-developer-cloud/assistant-skill-analysis
- Owner: watson-developer-cloud
- License: apache-2.0
- Created: 2019-08-23T15:15:04.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2025-02-18T21:42:07.000Z (11 months ago)
- Last Synced: 2025-03-29T10:09:01.108Z (10 months ago)
- Topics: accuracy, ai-assistants, analysis-framework, classification, conversational-ai, entities, intents, machine-learning, machine-learning-algorithms, ml, watson, watson-assistant
- Language: Jupyter Notebook
- Homepage:
- Size: 212 KB
- Stars: 41
- Watchers: 28
- Forks: 42
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Awesome Lists containing this project
README
[](https://github.com/watson-developer-cloud/assistant-dialog-skill-analysis/actions/workflows/ci.yaml)
# Dialog/Action Skill Analysis for Watson Assistant
## Introduction
Dialog/Action Skill Analysis is a Python framework along with an easy-to-use Python notebook to help you quickly and effectively build AI assistants using Watson Assistant
Whether you are new to the process and are building your first AI assistant or you’re a veteran and have an assistant working well in production, this framework is intended to help everyone with questions like...
- How do I know my assistant is doing a good job?
- How do I test and measure my assistant’s performance?
- Why is the assistant responding incorrectly to this question?
- How do I improve my assistant’s ability to understand questions?
Currently Supported Languages: en, fr, cs, de, es, it, pt, nl, zh-cn, zh-tw
## Usage
If you clone the notebook from this repository locally, please use the steps below. For usage in Watson studio, please refer to the
section below on [Hosted Python Notebook](#hosted-python-notebook)
1. Assumes familiarity using a Python Jupyter notebook
2. Assumes a Python 3.9 or greater environment (We recommend using Anaconda to setup a python environment)
3. Install dependencies with `pip install -r requirements.txt`
4. Start jupyter server with `jupyter notebook`
5. Run `classic_dialog_skill_analysis.ipynb` or `new_experience_skill_analysis.ipynb` to start session
## Update: March 15th 2023
`new_experience_skill_analysis.ipynb` for dialog or action analysis under new Watson Assistant experience is available.
## Guides
An introduction to Dialog Skill Analysis on Medium: [Announcing Dialog Skill Analysis](https://medium.com/ibm-watson/announcing-dialog-skill-analysis-for-watson-assistant-83cdfb968178?)
## Hosted Python Notebook
For those of you familiar with IBM Watson Studio, we have also made a hosted version of the notebook available on the IBM Gallery: [Hosted Dialog Skill Analysis Notebook](https://dataplatform.cloud.ibm.com/exchange/public/entry/view/4d77701840fcb2f21587e39fdb887049)
## Current Contributor List
| | | |
:-------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------:|
[Haode Qi](https://github.com/haodeqi) | 
[Cheng Qian](https://github.com/tsinggggg) | 
[Ladislav Kunc](https://github.com/lada-kunc) |
## Previous Contributor List
| | | |
:-------------------------:|:-------------------------:|:-------------------------:|
[Panos Karagiannis](https://github.com/apropos13) | 
[Ming Tan](https://github.com/mingtan888) |
[Navneet Rao](https://github.com/navneetrao)| 
[Yang Yu](https://github.com/yangyuphd) |