devrev-demo-eval-finetuned-model

<a href="https://github.com/bespokelabsai/curator/">
<img src="https://huggingface.co/datasets/bespokelabs/Bespoke-Stratos-17k/resolve/main/made_with_curator.png" alt="Made with Curator" width=200px>
</a>

## Dataset card for devrev-demo-eval-finetuned-model

This dataset was made with [Curator](https://github.com/bespokelabsai/curator/).

## Dataset details

A sample from the dataset:

```python
{
"natural_language_query": "Show me all tickets for the AWS integration app",
"wisp_query": {
"semantic_query": "",
"syntactic_query": "apps:aws"
},
"complexity_level": 1,
"result_finetuned_model": "Based on the user query \"Show me all tickets for the AWS integration app\", we can infer that the user wants to see all tickets related to the AWS integration app. \n\nHowever, the available fields do not have a direct field for the app name. We can use the `applies_to_part_id` field to filter the tickets that are related to the AWS integration app.\n\nHere is the corresponding structured query:\n\n```\n{\n \"filter\": \"applies_to_part_id:<don:core:{devo_region}:devo/{devo_object_id}:app/awsi>\",\n \"query\": \"\"\n}\n```\n\nNote: We assume that the `devo_region` and `devo_object_id` are placeholders that need to be replaced with the actual values. \n\nAlso, we assume that the `awsi` is the app name for the AWS integration app. If the app name is different, it should be replaced with the actual app name.\n\nHowever, the app name is not available in the provided fields. Therefore, we can use the `applies_to_part_id` field to filter the tickets that are related to the AWS integration app. \n\nIf the user wants to see all tickets, regardless of the app name, the query can be simplified to:\n\n```\n{\n \"filter\": \"\",\n \"query\": \"AWS integration app\"\n}\n```\n\nThis query will search for all tickets that contain the phrase \"AWS integration app\" in the title, description, or any other text field.",
"is_identical_result_finetuned_model": false
}
```

## Loading the dataset

You can load this dataset using the following code:

```python
from datasets import load_dataset

dataset = load_dataset("bespokelabs/devrev-demo-eval-finetuned-model")
```

<a href="https://github.com/bespokelabsai/curator/">
<img src="https://huggingface.co/datasets/bespokelabs/Bespoke-Stratos-17k/resolve/main/made_with_curator.png" alt="基于Curator构建" width=200px>
</a>

## devrev-demo-eval-finetuned-model 数据集卡片

本数据集基于[Curator](https://github.com/bespokelabsai/curator/)构建。

## 数据集详情

数据集样例如下：

python
{
"natural_language_query": "查询与AWS集成应用相关的所有工单",
"wisp_query": {
"semantic_query": "",
"syntactic_query": "apps:aws"
},
"complexity_level": 1,
"result_finetuned_model": "基于用户查询"查询与AWS集成应用相关的所有工单"，可推知用户意图为查看所有与AWS集成应用关联的工单。

当前可用字段中未设置与应用名称直接匹配的字段，可通过`applies_to_part_id`字段筛选与AWS集成应用相关的工单。

对应的结构化查询如下：

{
"filter": "applies_to_part_id:<don:core:{devo_region}:devo/{devo_object_id}:app/awsi>",
"query": ""
}

注：此处`devo_region`与`devo_object_id`为需替换为实际取值的占位符。

同时，`awsi`为AWS集成应用的预设应用名称，若实际应用名称不同，需替换为真实应用名。

由于当前可用字段中未提供应用名称信息，仍可通过`applies_to_part_id`字段筛选与AWS集成应用相关的工单。

若用户需查看所有工单且不限制应用名称，则可将查询简化为：

{
"filter": "",
"query": "AWS integration app"
}

该查询将检索所有标题、描述或其他文本字段中包含"AWS integration app"短语的工单。",
"is_identical_result_finetuned_model": false
}

## 数据集加载方式

你可通过以下代码加载本数据集：

python
from datasets import load_dataset

dataset = load_dataset("bespokelabs/devrev-demo-eval-finetuned-model")