Datasets:
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---
language:
- en
license: mit
task_categories:
- question-answering
- text-generation
tags:
- odoo
- erp
- database
- synthetic
size_categories:
- 10K<n<100K
configs:
- config_name: default
data_files:
- split: train
path: train.jsonl
- split: validation
path: validation.jsonl
dataset_info:
features:
- name: text
dtype: string
- name: response
dtype: string
- name: source
dtype: string
- name: category
dtype: string
- name: complexity_level
dtype: string
- name: model_name
dtype: string
- name: table_name
dtype: string
splits:
- name: train
num_examples: 40600
- name: validation
num_examples: 5000
---
# Odoo/HashMicro Training Dataset
This dataset contains question-answer pairs generated from Odoo/HashMicro ERP system for training conversational AI models.
## Dataset Details
### Dataset Description
This synthetic dataset was automatically generated from Odoo/HashMicro ERP system database schema and model introspection. It contains 45600 examples covering various aspects of the ERP system including models, fields, relationships, and database structure.
- **Curated by:** Odoo/HashMicro Training Data Generator
- **Language(s):** English
- **License:** MIT
### Dataset Sources
- **Repository:** Generated from Odoo/HashMicro ERP system
- **Generator:** AI Chat Agent Training Data Wizard
## Uses
### Direct Use
This dataset is designed for:
- Training conversational AI models about Odoo/HashMicro ERP systems
- Fine-tuning language models for ERP-specific question answering
- Creating chatbots that can assist with Odoo/HashMicro system queries
### Out-of-Scope Use
This dataset should not be used for:
- General purpose question answering outside of ERP domain
- Production systems without proper validation
- Any use case requiring real user data
## Dataset Structure
The dataset contains the following fields:
- `text`: The input question about Odoo/HashMicro system
- `response`: The corresponding answer
- `source`: Data source (orm_introspection or sql_introspection)
- `category`: Question category (basic_info, field_inquiry, relationship, technical, usage)
- `complexity_level`: Complexity level (basic, intermediate, advanced)
- `model_name`: Odoo model name (for ORM-based examples)
- `table_name`: Database table name (for SQL-based examples)
### Data Splits
- **Train:** 40600 examples
- **Validation:** 5000 examples
### Categories
The dataset covers the following categories:
Various ERP-related topics
### Sources
Data was generated from:
Odoo/HashMicro system introspection
### Complexity Levels
Basic to advanced levels
## Dataset Creation
### Curation Rationale
This dataset was created to enable AI models to understand and respond to questions about Odoo/HashMicro ERP systems. The synthetic generation ensures comprehensive coverage of system components while maintaining consistency and accuracy.
### Source Data
#### Data Collection and Processing
Data was automatically generated through:
1. ORM introspection of Odoo models and fields
2. SQL schema analysis of database tables and relationships
3. Automated question-answer pair generation using predefined patterns
4. Quality scoring and filtering based on relevance and completeness
#### Who are the source data producers?
The source data comes from the Odoo/HashMicro ERP system itself through automated introspection and schema analysis.
## Bias, Risks, and Limitations
- Dataset is synthetically generated and may not cover all real-world use cases
- Limited to the specific Odoo/HashMicro system configuration used for generation
- May contain technical jargon specific to ERP systems
- Quality depends on the underlying system's data completeness
### Recommendations
Users should:
- Validate model outputs against actual system behavior
- Consider fine-tuning on domain-specific data for production use
- Be aware that synthetic data may not capture all nuances of real user queries
## Citation
**BibTeX:**
```bibtex
@dataset{odoo_hashmicro_training_dataset,
title={Odoo/HashMicro Training Dataset},
author={AI Chat Agent Training Data Generator},
year={2024},
url={Generated from Odoo/HashMicro ERP system}
}
```
## Dataset Card Contact
Generated by Odoo/HashMicro AI Chat Agent Training Data Wizard
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