Skip to content

Commit

Permalink
docs: visual knowledge
Browse files Browse the repository at this point in the history
  • Loading branch information
@lvisei
lvisei committed Nov 21, 2024
1 parent 9665bdd commit 445d482
Show file tree
Hide file tree
Showing 2 changed files with 21 additions and 9 deletions.
13 changes: 13 additions & 0 deletions README.md
View file
Original file line number Diff line number Diff line change
Expand Up @@ -125,6 +125,19 @@ Learn more 👉 [streamlit-gpt-vis](https://github.com/antvis/GPT-Vis/tree/main/

## Visual Knowledge

The purpose of the [Visual Knowledge Base](https://github.com/antvis/GPT-Vis/tree/main/knowledges) is to provide a comprehensive and systematic resource to help Agents understand, select, create various data visualization charts. Below are the metrics for generating accurate chart protocols based on the [evaluation dataset](https://github.com/antvis/GPT-Vis/tree/main/evaluations/datastes/chart) through the RAG.

| | | | | | | |
| ------------- | ----------------------- | -------------------- | ------------- | -------------------- | --------------- | ------- |
| Line(Multi) | Column(Grouped/Stacked) | Pie | Area(Stacked) | Bar(Grouped/Stacked) | Scatter(Bubble) | Heatmap |
| 40/40 | 25/27 | 13/14 | 18/18 | 18/20 | 10/10 | 9/10 |
| Histogram | Tree Map | Word Cloud | Radar | Dual Axis | Rich Text NTV | Pin Map |
| 15/16 | 13/15 | 11/12 | 23/23 | 13/14 | 7.3/10 | 10/11 |
| Network Graph | Mind Map | Organizational Chart | Flow Diagram | Fishbone Diagram | | |
| 8/10 | 12/14 | 10/12 | 10/11 | 10/12 | | |

Note: The numbers in the format of X/Y represent the metrics of the respective chart types when evaluated against the dataset.

## 💻 Development

```bash
Expand Down
17 changes: 8 additions & 9 deletions README.zh-CN.md
View file
Original file line number Diff line number Diff line change
Expand Up @@ -127,15 +127,14 @@ set_gpt_vis(content)

[可视化知识库](https://github.com/antvis/GPT-Vis/tree/main/knowledges)的目的是为了提供一个全面、系统的资源，帮助 Agent 理解、选择、创建各种数据可视化图表，以下是 Agent 通过 RAG 方式接入知识，根据[评测数据集](https://github.com/antvis/GPT-Vis/tree/main/evaluations/datastes/chart)生成准确图表协议的指标。

| | | | | | | |
| ---------------- | ------------------- | ---------- | -------------- | --------------------- | -------------- | -------- |
| 折线图（多折线） | 柱形图（分组/堆叠） | 饼图 | 面积图（堆叠） | 条形图（分组/堆叠条） | 散点图（气泡） | 热力地图 |
| 40/40 | 25/27 | 13/14 | 18/18 | 18/20 | 10/10 | 9/10 |
| 直方图 | 矩阵树图 | 词云图 | 雷达图 | 双轴图 | 富文本 NTV | 标注地图 |
| 15/16 | 13/15 | 11/12 | 23/23 | 13/14 | 7.3/10 | 10/11 |
| 网络图 | 思维导图 | 组织架构图 | 流程图 | 鱼骨图 | | |
| 8/10 | 12/14 | 10/12 | 10/11 | 10/12 | | |
| | | | | | | |
| | | | | | | |
| ------------- | ----------------------- | -------------------- | ------------- | -------------------- | --------------- | ------- |
| Line(Multi) | Column(Grouped/Stacked) | Pie | Area(Stacked) | Bar(Grouped/Stacked) | Scatter(Bubble) | Heatmap |
| 40/40 | 25/27 | 13/14 | 18/18 | 18/20 | 10/10 | 9/10 |
| Histogram | Tree Map | Word Cloud | Radar | Dual Axis | Rich Text NTV | Pin Map |
| 15/16 | 13/15 | 11/12 | 23/23 | 13/14 | 7.3/10 | 10/11 |
| Network Graph | Mind Map | Organizational Chart | Flow Diagram | Fishbone Diagram | | |
| 8/10 | 12/14 | 10/12 | 10/11 | 10/12 | | |

## 💻 本地开发

Expand Down

0 comments on commit 445d482

Please sign in to comment.