OpenVisTool
Collection
6 items • Updated
Datasets:
id stringlengths 14 22 | domain stringclasses 5
values | tools stringclasses 1
value | messages listlengths 6 92 | images listlengths 1 30 |
|---|---|---|---|---|
chart-00000000 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/36/362274ebbb725cf0d765446406c4add4ac465378eb0e451386cb5af5a507248f.jpg"
] |
chart-00000001 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/c0/c09b833deb6abc7c89a1a8514b00892b198da74134c4797d87dbc4d569f4fed2.jpg",
"images/chart/c0/c09b833deb6abc7c89a1a8514b00892b198da74134c4797d87dbc4d569f4fed2.jpg"
] |
chart-00000002 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/92/92f4f429e1c20ea8478d5dd8b8a45090518de5082f9628504ea2c34a639679e3.jpg",
"images/chart/92/92f4f429e1c20ea8478d5dd8b8a45090518de5082f9628504ea2c34a639679e3.jpg"
] |
chart-00000003 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/1f/1f2b69f70409760c2f187980708e0e8fb4a83b9e2a9ea9efccf841d2a31377b0.jpg"
] |
chart-00000004 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/f6/f6330a6078bb3964446f7d131eee59e754a9413da80bb739eeb1fc3b09394bfc.jpg"
] |
chart-00000005 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/1a/1a764283116807068b1e319dd154527b8d10f471954e971c65c07791f902af89.jpg"
] |
chart-00000006 | Chart | [{"type": "function", "function": {"name": "read_file", "description": "Read the contents of a file at the given path. For image files (PNG, JPEG, GIF, WebP, BMP, TIFF), returns a visual content block so you can see the image. For other files, returns the text content.", "parameters": {"type": "object", "properties": {... | [
{
"role": "system",
"content": "You are a helpful assistant specialized in solving real-world visual tasks with tools. Combine reasoning with available tools to answer questions accurately.\n\n## Workspace\nYour workspace is at: /mnt/data\n\n## Guidelines\n- Use tools to inspect, transform, or measure image... | [
"images/chart/ce/cee0f8adbe471b42477f365dc0b1599319b5943db9a632fdd1afdfc3cace1411.jpg"
] |
chart-00000007 | Chart | "[{\"type\": \"function\", \"function\": {\"name\": \"read_file\", \"description\": \"Read the conte(...TRUNCATED) | [{"role":"system","content":"You are a helpful assistant specialized in solving real-world visual ta(...TRUNCATED) | [
"images/chart/b4/b46f84ed5dff0469498ce946b7ada4079ad996e90bdd862060e0c9573d1cc159.jpg"
] |
chart-00000008 | Chart | "[{\"type\": \"function\", \"function\": {\"name\": \"read_file\", \"description\": \"Read the conte(...TRUNCATED) | [{"role":"system","content":"You are a helpful assistant specialized in solving real-world visual ta(...TRUNCATED) | ["images/chart/e9/e9ef15c85876dc9e6d4104dfab336b0501cfa242687aaa56a49d1a79c032381c.jpg","images/char(...TRUNCATED) |
chart-00000009 | Chart | "[{\"type\": \"function\", \"function\": {\"name\": \"read_file\", \"description\": \"Read the conte(...TRUNCATED) | [{"role":"system","content":"You are a helpful assistant specialized in solving real-world visual ta(...TRUNCATED) | ["images/chart/2a/2af2f9afabeb5d54e65358119ed1d1ebf8c72051049aabb8d0122a926271febd.jpg","images/char(...TRUNCATED) |
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OpenVisTool-42K
OpenVisTool-42K contains 42,048 outcome-valid, tool-use-gain-filtered visual tool-use trajectories across Chart, GUI Grounding, Table, Web-to-HTML, and Visual Search. Each example preserves the teacher's reasoning, function calls, tool observations, and final answer in the ms-swift agent format.
Record schema
Every line is one JSON object:
{
"id": "chart-00000000",
"domain": "Chart",
"tools": "[{\"type\":\"function\",...}]",
"messages": [
{"role": "system", "content": "..."},
{"role": "user", "content": "<image>\n..."},
{"role": "assistant", "content": "<think>...</think>"},
{"role": "tool_call", "content": "{\"name\":\"crop\",...}"},
{"role": "tool_response", "content": "<image>\n..."}
],
"images": ["images/chart/ab/ab...ef.jpg"]
}
id: stable ID derived from the row index in the published domain shard.domain: one ofChart,GUI Grounding,Table,Web-to-HTML, orVisual Search.tools: a JSON-encoded string containing the function schemas expected by ms-swift. A decoded copy is available asmetadata/tools.json.messages: ordered agent messages. Roles aresystem,user,assistant,tool_call, andtool_response.images: paths relative to the snapshot root. Entries align, in order, with every<image>token acrossmessages. Duplicate entries are intentional when the same image is viewed more than once.
Paths such as /mnt/data/example.png inside messages are runtime paths in the
agent's sandbox. They are not paths to the downloaded snapshot and should not
be rewritten during training.
Source composition and provenance
Only source images and queries were used as task input; pre-existing source reasoning traces were not used as supervision. The teacher-generated trajectories were selected by outcome validity and measured tool-use gain.
| Domain | Source dataset | Records | License |
|---|---|---|---|
| Chart | ChartVerse-SFT-600K | 13,537 | Apache 2.0 |
| GUI Grounding | AgentNet | 1,170 | MIT |
| GUI Grounding | OS-Atlas | 6,279 | Apache 2.0 |
| GUI Grounding | UGround | 3,517 | CC BY-NC-SA 4.0 |
| Table | CoSyn-400K | 4,645 | ODC-BY 1.0 |
| Table | TABLET-Small | 285 | CC BY 4.0 |
| Visual Search | DeepEyesV2-RL | 738 | Not specified |
| Visual Search | Vero-600K | 1,203 | Apache 2.0 |
| Web-to-HTML | VinciCoder-1.6M-SFT | 10,674 | Not specified |
Licenses are those declared by the upstream dataset cards. Source-specific terms continue to apply where an upstream dataset aggregates other datasets.
Tool-produced crops, masks, bounding-box visualizations, and HTML renderings are packaged alongside original inputs because they are observations in the training trajectories. These derivatives remain subject to any applicable terms of the original image corpus.
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