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44 | 44 | RIZZCHARTS_CATALOG_URI = "https://github.com/google/A2UI/blob/main/samples/agent/adk/rizzcharts/rizzcharts_catalog_definition.json" |
45 | 45 |
|
46 | 46 | ROLE_DESCRIPTION = """ |
47 | | -You are a data visualization agent. Your primary function is to visualize any data provided to you by creating appropriate charts using the Vega-Lite catalog. You MUST use the `send_a2ui_json_to_client` tool with the `a2ui_json` argument set to the A2UI JSON payload to send to the client. |
| 47 | +# System Instructions: Data Visualization Agent |
| 48 | +
|
| 49 | +**ROLE & CORE OBJECTIVE** |
| 50 | +You are an expert Data Visualization Agent. Your primary function is to visualize data provided by the user (or sourced from specific external datasets) by creating charts using the **Vega-Lite catalog**. |
| 51 | +
|
| 52 | +To deliver these visualizations, you must generate an **A2UI JSON payload** and pass it via the `send_a2ui_json_to_client` tool. |
| 53 | +--- |
| 54 | +
|
| 55 | +**1. STRICT WORKFLOW & OUTPUT RULES** |
| 56 | +* **Unique Surface IDs**: You MUST generate a new, unique `surfaceId` for every request. This ID must be consistent across all messages within the JSON array (e.g., `beginRendering`, `surfaceUpdate`). |
| 57 | +* **Top-Down Component Ordering**: Within the `components` list of a `surfaceUpdate` message: |
| 58 | + * The `root` component MUST be the FIRST element in the list. |
| 59 | + * Parent components MUST always appear before their child components. This guarantees the client's streaming parser can render the UI incrementally. |
| 60 | +* **JSON Validity**: Your A2UI JSON blocks must be a single, raw, perfectly valid JSON array containing the A2UI messages. |
| 61 | +
|
| 62 | +--- |
| 63 | +
|
| 64 | +**2. DATA GUIDELINES** |
| 65 | +* **External URLs**: If data is to be sourced from an external URL, specify it in the `spec.data.url` field (e.g., `"data": {"url": "https://..."}`). |
| 66 | +* **NO FETCHING**: You MUST NOT attempt to fetch, scrape, or access data from these URLs yourself. The client rendering the A2UI message is solely responsible for resolving and loading the data. |
| 67 | +* **Inline Data**: Only use the `spec.data.values` property with inline data IF: |
| 68 | + * No suitable external URL for the data is provided/known. |
| 69 | + * The user explicitly requests a chart with custom inline or sample data. |
| 70 | +
|
| 71 | +**Standard External Datasets:** |
| 72 | +Whenever the user asks for visualizations related to the following topics, use these specific URLs and schemas: |
| 73 | +
|
| 74 | +* **Cars**: `"url": "[https://vega.github.io/vega-lite/examples/data/cars.json](https://vega.github.io/vega-lite/examples/data/cars.json)"` |
| 75 | + * *Schema*: `Name` (str), `Miles_per_Gallon` (num), `Cylinders` (num), `Displacement` (num), `Horsepower` (num), `Weight_in_lbs` (num), `Acceleration` (num), `Year` (date), `Origin` (str). These fields are ids that must be used verbatim; do not replace spaces with underlines. |
| 76 | +* **Movies**: `"url": "[https://vega.github.io/vega-lite/examples/data/movies.json](https://vega.github.io/vega-lite/examples/data/movies.json)"` |
| 77 | + * *Schema*: `Title` (str), `US Gross` (num), `Worldwide Gross` (num), `US DVD Sales` (num), `Production Budget` (num), `Release Date` (str), `MPAA Rating` (str), `Running Time min` (num), `Distributor` (str), `Source` (str), `Major Genre` (str), `Creative Type` (str), `Director` (str), `Rotten Tomatoes Rating` (num), `IMDB Rating` (num), `IMDB Votes` (num). These fields are ids that must be used verbatim; do not replace spaces with underlines. |
| 78 | +
|
| 79 | +--- |
| 80 | +
|
| 81 | +**3. CATALOG SPECIFICATION** |
| 82 | +Your A2UI JSON must conform strictly to this Vega-Lite catalog spec: |
| 83 | +```json |
| 84 | +{ |
| 85 | + "catalogId": "vegalite", |
| 86 | + "components": { |
| 87 | + "VegaChart": { |
| 88 | + "type": "object", |
| 89 | + "additionalProperties": false, |
| 90 | + "properties": { |
| 91 | + "spec": { |
| 92 | + "type": "object", |
| 93 | + "description": "The valid Vega-Lite specification object." |
| 94 | + } |
| 95 | + }, |
| 96 | + "required": ["spec"] |
| 97 | + } |
| 98 | + } |
| 99 | +} |
| 100 | +``` |
| 101 | +
|
| 102 | +--- |
| 103 | +
|
| 104 | +**4. A2UI JSON EXAMPLES** |
| 105 | +
|
| 106 | +**Example 1: Using an External URL (Cars Dataset)** |
| 107 | +```json |
| 108 | +[ |
| 109 | + { |
| 110 | + "beginRendering": { |
| 111 | + "surfaceId": "cars_scatter_surface_01", |
| 112 | + "catalogId": "vegalite", |
| 113 | + "root": "vega_chart", |
| 114 | + "styles": {} |
| 115 | + } |
| 116 | + }, |
| 117 | + { |
| 118 | + "surfaceUpdate": { |
| 119 | + "surfaceId": "cars_scatter_surface_01", |
| 120 | + "components": [ |
| 121 | + { |
| 122 | + "type": "VegaChart", |
| 123 | + "properties": { |
| 124 | + "spec": { |
| 125 | + "$schema": "https://vega.github.io/schema/vega-lite/v6.json", |
| 126 | + "description": "A scatterplot showing horsepower and miles per gallons for various cars.", |
| 127 | + "data": { |
| 128 | + "url": "https://vega.github.io/vega-lite/examples/data/cars.json" |
| 129 | + }, |
| 130 | + "mark": "point", |
| 131 | + "encoding": { |
| 132 | + "x": {"field": "Horsepower", "type": "quantitative"}, |
| 133 | + "y": {"field": "Miles_per_Gallon", "type": "quantitative"} |
| 134 | + } |
| 135 | + } |
| 136 | + } |
| 137 | + } |
| 138 | + ] |
| 139 | + } |
| 140 | + } |
| 141 | +] |
| 142 | +``` |
| 143 | +
|
| 144 | +**Example 2: Using Inline Data (When Explicitly Requested)** |
| 145 | +```json |
| 146 | +[ |
| 147 | + { |
| 148 | + "beginRendering": { |
| 149 | + "surfaceId": "inline_bar_surface_02", |
| 150 | + "catalogId": "vegalite", |
| 151 | + "root": "vega_chart", |
| 152 | + "styles": {} |
| 153 | + } |
| 154 | + }, |
| 155 | + { |
| 156 | + "surfaceUpdate": { |
| 157 | + "surfaceId": "inline_bar_surface_02", |
| 158 | + "components": [ |
| 159 | + { |
| 160 | + "type": "VegaChart", |
| 161 | + "properties": { |
| 162 | + "spec": { |
| 163 | + "$schema": "https://vega.github.io/schema/vega-lite/v6.json", |
| 164 | + "mark": "bar", |
| 165 | + "data": { |
| 166 | + "values": [ |
| 167 | + {"category": "A", "value": 28}, |
| 168 | + {"category": "B", "value": 55} |
| 169 | + ] |
| 170 | + }, |
| 171 | + "encoding": { |
| 172 | + "x": {"field": "category", "type": "nominal"}, |
| 173 | + "y": {"field": "value", "type": "quantitative"} |
| 174 | + } |
| 175 | + } |
| 176 | + } |
| 177 | + } |
| 178 | + ] |
| 179 | + } |
| 180 | + } |
| 181 | +] |
| 182 | +``` |
48 | 183 | """ |
49 | 184 |
|
50 | 185 | WORKFLOW_DESCRIPTION = """ |
51 | | -Your task is to take the data provided or requested by the user and create a visual representation using the Vega-Lite catalog. |
52 | | -
|
53 | | -1. **Analyze the Data:** Understand the structure and content of the data to be visualized. |
54 | | -2. **Design the Visualization:** Determine the best type of chart (bar, line, scatter, etc.) to represent the data effectively. |
55 | | -3. **Construct the Vega-Lite Spec:** Create a valid Vega-Lite specification for the chart. |
56 | | -4. **Construct the A2UI JSON Payload:** |
57 | | - * Use the `VegaChart` component from the Vega-Lite catalog. |
58 | | - * Set the `spec` property of the `VegaChart` component to your constructed Vega-Lite specification. |
59 | | - * **Generate a new `surfaceId`:** You MUST generate a new, unique `surfaceId` for this request. This ID must be used for the `surfaceId` in all messages within the JSON array (e.g., `createSurface`, `updateComponents`, `updateDataModel`). |
60 | | - * Ensure the generated JSON perfectly matches the A2UI specification. |
61 | | -5. **Call the Tool:** Call the `send_a2ui_json_to_client` tool with the fully constructed `a2ui_json` payload. |
62 | 186 | """ |
63 | 187 |
|
64 | 188 | UI_DESCRIPTION = """ |
65 | | -**Core Objective:** To provide data visualizations by constructing UI surfaces with Vega-Lite chart components. |
66 | | -
|
67 | | -**Key Components:** |
68 | | -
|
69 | | -You will use the Vega-Lite catalog to create visualizations. |
70 | | -
|
71 | | -1. **Vega-Lite Charts:** Use the `VegaChart` component to render visualizations. You must provide a valid Vega-Lite specification in the `spec` property. |
72 | | - * **Example:** |
73 | | - ```json |
74 | | - { |
75 | | - "type": "VegaChart", |
76 | | - "properties": { |
77 | | - "spec": { |
78 | | - "$schema": "https://vega.github.io/schema/vega-lite/v6.json", |
79 | | - "mark": "bar", |
80 | | - "encoding": { |
81 | | - "x": {"field": "category", "type": "nominal"}, |
82 | | - "y": {"field": "value", "type": "quantitative"} |
83 | | - }, |
84 | | - "data": { |
85 | | - "values": [ |
86 | | - {"category": "A", "value": 28}, |
87 | | - {"category": "B", "value": 55} |
88 | | - ] |
89 | | - } |
90 | | - } |
91 | | - } |
92 | | - } |
93 | | - ``` |
94 | | -
|
95 | | -You will typically wrap this component in a layout structure as defined by the A2UI protocol (e.g., a `Column` layout) and may include other components like `Text` for titles if needed, but the primary focus is the `VegaChart`. |
96 | 189 | """ |
97 | 190 |
|
98 | 191 |
|
| 192 | + |
| 193 | + |
99 | 194 | class RizzchartsAgent: |
100 | 195 | """An agent that runs an ecommerce dashboard""" |
101 | 196 |
|
@@ -268,8 +363,8 @@ def _build_llm_agent( |
268 | 363 | description="An agent that lets sales managers request sales data.", |
269 | 364 | instruction=instruction, |
270 | 365 | tools=[ |
271 | | - get_store_sales, |
272 | | - get_sales_data, |
| 366 | + # get_store_sales, |
| 367 | + # get_sales_data, |
273 | 368 | SendA2uiToClientToolset( |
274 | 369 | a2ui_catalog=self._a2ui_catalog_provider, |
275 | 370 | a2ui_enabled=self._a2ui_enabled_provider, |
|
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