ac0f5aa10c
This tool will be useful in scenarios akin to RAG, where someone wants to ask questions or request the production of a summary, for instance, about a bunch of documents related to a particular topic. Currently, to fulfill such requests, the LLM needs to first `list_documents`, then `get_document_by_id` for each document. We also implement a utility functions to return documents in Markdown and HTML, since the Drive API JSON is verbose and would waste too many tokens unnecessarily. Limitations: the Markdown/HTML utilities do not handle table of contents (which I think aren't really useful here), headers, footers, or footnotes. --- This PR deprecates `list_documents` and implements `search_documents`, apart from `search_and_retrieve_documents`). This configuration makes it easier for LLMs to understand when to call each tool. Both tools had their interfaces refactored to remove Google API-specific arguments that were confusing LLMs sometimes, such as "corpora" and "support_all_drives". It now accepts arguments that better relate to expected user requests. --------- Co-authored-by: Eric Gustin <eric@arcade.dev>
1163 lines
70 KiB
Python
1163 lines
70 KiB
Python
import pytest
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@pytest.fixture
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def sample_drive_file_tree_request_responses() -> tuple[dict, list]:
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files_list = {
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"files": [
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# Shared Drive 1 files and folders
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{
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"id": "19WVyQndQsc0AxxfdrIt5CvDQd6r-BvpqnB8bWZoL7Xk",
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"name": "shared-1-folder-1-doc-1",
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"mimeType": "application/vnd.google-apps.document",
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"parents": ["1dCOCdPxhTqiB3j3bWrIWM692ZbL8dyjt"],
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"createdTime": "2025-02-26T00:28:20.571Z",
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"modifiedTime": "2025-02-26T00:28:30.773Z",
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"driveId": "0AFqcR6obkydtUk9PVA",
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"size": "1024",
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},
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{
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"id": "1dCOCdPxhTqiB3j3bWrIWM692ZbL8dyjt",
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"name": "shared-1-folder-1",
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"mimeType": "application/vnd.google-apps.folder",
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"parents": ["0AFqcR6obkydtUk9PVA"],
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"createdTime": "2025-02-26T00:27:45.526Z",
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"modifiedTime": "2025-02-26T00:27:45.526Z",
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"driveId": "0AFqcR6obkydtUk9PVA",
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},
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{
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"id": "1didt_h-tDjuJ-dmYtHUSyOCPci30K_kSszvg0G3tKBM",
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"name": "shared-1-doc-1",
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"mimeType": "application/vnd.google-apps.document",
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"parents": ["0AFqcR6obkydtUk9PVA"],
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"createdTime": "2025-02-26T00:27:19.287Z",
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"modifiedTime": "2025-02-26T00:27:26.079Z",
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"driveId": "0AFqcR6obkydtUk9PVA",
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"size": "1024",
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},
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# My Drive files and folders
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{
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"id": "1vB6sv0MD0hYSraYvWU_fcci3GN_-Jf4g-LfyXdG8ZMo",
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"name": "The Birth of MX Engineering",
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"mimeType": "application/vnd.google-apps.document",
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"parents": ["0AIbBwO2hjeHqUk9PVA"],
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"createdTime": "2025-01-24T06:34:22.305Z",
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"modifiedTime": "2025-02-25T21:54:30.632Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "one_new_tool_everyday",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": True,
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"permissionId": "00356981722324419750",
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"emailAddress": "one_new_tool_everyday@arcade.dev",
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}
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],
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"size": "6634",
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},
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{
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"id": "1wv2dmYo0skJTI59ZIcwH9vm-wt7psMwXTvihuEGeHeI",
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"name": "test document 1.1.1",
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"mimeType": "application/vnd.google-apps.document",
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"parents": ["1J92V9yvVWm_uNHq3CCY4wyG1H9B6iiwO"],
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"createdTime": "2025-02-25T17:59:03.325Z",
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"modifiedTime": "2025-02-25T17:59:11.445Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "one_new_tool_everyday",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": True,
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"permissionId": "00356981722324419750",
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"emailAddress": "one_new_tool_everyday@arcade.dev",
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}
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],
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"size": "1024",
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},
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{
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"id": "1J92V9yvVWm_uNHq3CCY4wyG1H9B6iiwO",
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"name": "test folder 1.1",
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"mimeType": "application/vnd.google-apps.folder",
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"parents": ["1gqioaHG53jPVeJN5gBpHoO-GWtwiJcLo"],
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"createdTime": "2025-02-25T17:58:58.987Z",
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"modifiedTime": "2025-02-25T17:58:58.987Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "one_new_tool_everyday",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": True,
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"permissionId": "00356981722324419750",
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"emailAddress": "one_new_tool_everyday@arcade.dev",
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}
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],
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},
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{
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"id": "1DSmL7d07kjT6b6L-t4JIT06ElUbZ1q0K6_gEpn_UGZ8",
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"name": "test document 1.2",
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"mimeType": "application/vnd.google-apps.document",
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"parents": ["1gqioaHG53jPVeJN5gBpHoO-GWtwiJcLo"],
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"createdTime": "2025-02-25T17:58:38.628Z",
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"modifiedTime": "2025-02-25T17:58:46.713Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "one_new_tool_everyday",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": True,
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"permissionId": "00356981722324419750",
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"emailAddress": "one_new_tool_everyday@arcade.dev",
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}
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],
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"size": "1024",
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},
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{
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"id": "1Fcxz7HsyO2Zyc-5DTD3zBQnaVrZwD29BP9KD9rPnYfE",
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"name": "test document 1.1",
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"mimeType": "application/vnd.google-apps.document",
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"parents": ["1gqioaHG53jPVeJN5gBpHoO-GWtwiJcLo"],
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"createdTime": "2025-02-25T17:57:53.850Z",
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"modifiedTime": "2025-02-25T17:58:28.745Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "one_new_tool_everyday",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": True,
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"permissionId": "00356981722324419750",
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"emailAddress": "one_new_tool_everyday@arcade.dev",
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}
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],
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"size": "1024",
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},
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{
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"id": "1gqioaHG53jPVeJN5gBpHoO-GWtwiJcLo",
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"name": "test folder 1",
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"mimeType": "application/vnd.google-apps.folder",
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"parents": ["0AIbBwO2hjeHqUk9PVA"],
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"createdTime": "2025-02-25T17:57:46.036Z",
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"modifiedTime": "2025-02-25T17:57:46.036Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "one_new_tool_everyday",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": True,
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"permissionId": "00356981722324419750",
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"emailAddress": "one_new_tool_everyday@arcade.dev",
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}
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],
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},
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{
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"id": "16PUe97yGQeOjQgrgd54iCoxzid4SEvu_J33P_ELd5r8",
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"name": "Hello world presentation",
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"mimeType": "application/vnd.google-apps.presentation",
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"createdTime": "2025-02-18T20:48:52.786Z",
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"modifiedTime": "2025-02-19T23:31:20.483Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "john.doe",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": False,
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"permissionId": "06420661154928749996",
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"emailAddress": "john.doe@arcade.dev",
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}
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],
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"size": "15774558",
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},
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{
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"id": "1nG7lSvIyK05N9METPczVJa4iGgE7uoo-A6zpqjpUsDY",
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"name": "Shared doc 1",
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"mimeType": "application/vnd.google-apps.document",
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"createdTime": "2025-02-19T18:51:44.622Z",
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"modifiedTime": "2025-02-19T19:30:39.773Z",
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"owners": [
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{
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"kind": "drive#user",
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"displayName": "theboss",
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"photoLink": "https://lh3.googleusercontent.com/a-/photo.png",
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"me": False,
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"permissionId": "11571864250637401873",
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"emailAddress": "theboss@arcade.dev",
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}
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],
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"size": "2700",
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},
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],
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}
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drives_get = [
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{
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"id": "0AFqcR6obkydtUk9PVA",
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"name": "Shared Drive 1",
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}
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]
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return files_list, drives_get
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@pytest.fixture
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def sample_document_and_expected_formats():
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document = {
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"title": "The Birth of Machine Experience Engineering",
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"documentId": "1234567890",
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"body": {
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"content": [
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{
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"endIndex": 1,
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"sectionBreak": {
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"sectionStyle": {
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"columnSeparatorStyle": "NONE",
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"contentDirection": "LEFT_TO_RIGHT",
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"sectionType": "CONTINUOUS",
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}
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},
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},
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{
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"startIndex": 1,
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"endIndex": 45,
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"paragraph": {
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"elements": [
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{
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"endIndex": 45,
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"startIndex": 1,
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"textRun": {
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"content": "The Birth of Machine Experience Engineering\n",
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"textStyle": {
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"bold": True,
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"fontSize": {"magnitude": 23, "unit": "PT"},
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},
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},
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}
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],
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"paragraphStyle": {
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"direction": "LEFT_TO_RIGHT",
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"headingId": "h.wwd7ec37bh6k",
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"keepLinesTogether": False,
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"keepWithNext": False,
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"namedStyleType": "HEADING_1",
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"spaceAbove": {"magnitude": 24, "unit": "PT"},
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},
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},
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},
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{
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"startIndex": 45,
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"endIndex": 46,
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"paragraph": {
|
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"elements": [
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{
|
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"startIndex": 304,
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"endIndex": 305,
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"inlineObjectElement": {
|
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"inlineObjectId": "kix.2s5wy5oiaf79",
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"textStyle": {},
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},
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},
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{
|
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"endIndex": 46,
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"startIndex": 45,
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"textRun": {"content": "\n", "textStyle": {}},
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},
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],
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"paragraphStyle": {
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"direction": "LEFT_TO_RIGHT",
|
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"namedStyleType": "NORMAL_TEXT",
|
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"spaceAbove": {"magnitude": 12, "unit": "PT"},
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"spaceBelow": {"magnitude": 12, "unit": "PT"},
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},
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},
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},
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{
|
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"startIndex": 46,
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"endIndex": 297,
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"paragraph": {
|
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"elements": [
|
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{
|
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"startIndex": 46,
|
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"endIndex": 146,
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"textRun": {
|
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"content": (
|
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"LLMs acting on behalf of humans and interacting with real-"
|
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"world systems isn't theoretical anymore - "
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),
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"textStyle": {},
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},
|
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},
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{
|
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"startIndex": 146,
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"endIndex": 175,
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"textRun": {
|
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"content": "Arcade has made it a reality.",
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"textStyle": {
|
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"bold": True,
|
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"italic": True,
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},
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},
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},
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{
|
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"startIndex": 175,
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"endIndex": 248,
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"textRun": {
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"content": (
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" With this shift, we're seeing the emergence of a new "
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"software practice: "
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),
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"textStyle": {},
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},
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},
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{
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"startIndex": 248,
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"endIndex": 295,
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"textRun": {
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"content": "Machine Experience Engineering (MX Engineering)",
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"textStyle": {
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"italic": True,
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},
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},
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},
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{
|
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"startIndex": 295,
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"endIndex": 297,
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"textRun": {
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"content": ".\n",
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"textStyle": {},
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},
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},
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],
|
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"paragraphStyle": {
|
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"direction": "LEFT_TO_RIGHT",
|
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"namedStyleType": "NORMAL_TEXT",
|
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"spaceAbove": {"magnitude": 12, "unit": "PT"},
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"spaceBelow": {"magnitude": 12, "unit": "PT"},
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},
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},
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},
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{
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"endIndex": 407,
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"startIndex": 297,
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"table": {
|
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"columns": 3,
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"rows": 3,
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"tableRows": [
|
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{
|
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"endIndex": 338,
|
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"startIndex": 297,
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"tableCells": [
|
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{
|
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"content": [
|
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{
|
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"endIndex": 318,
|
|
"paragraph": {
|
|
"elements": [
|
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{
|
|
"endIndex": 318,
|
|
"startIndex": 309,
|
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"textRun": {
|
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"content": "Column 1\n",
|
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"textStyle": {"bold": True},
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},
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}
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],
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"paragraphStyle": {
|
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"alignment": "START",
|
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"avoidWidowAndOrphan": False,
|
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"borderBetween": {
|
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"color": {},
|
|
"dashStyle": "SOLID",
|
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"padding": {"unit": "PT"},
|
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"width": {"unit": "PT"},
|
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},
|
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"borderBottom": {
|
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"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderLeft": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderRight": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderTop": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"direction": "LEFT_TO_RIGHT",
|
|
"indentEnd": {"unit": "PT"},
|
|
"indentFirstLine": {"unit": "PT"},
|
|
"indentStart": {"unit": "PT"},
|
|
"keepLinesTogether": False,
|
|
"keepWithNext": False,
|
|
"lineSpacing": 100,
|
|
"namedStyleType": "NORMAL_TEXT",
|
|
"pageBreakBefore": False,
|
|
"shading": {"backgroundColor": {}},
|
|
"spaceAbove": {"unit": "PT"},
|
|
"spaceBelow": {"unit": "PT"},
|
|
"spacingMode": "COLLAPSE_LISTS",
|
|
},
|
|
},
|
|
"startIndex": 309,
|
|
}
|
|
],
|
|
"endIndex": 318,
|
|
"startIndex": 308,
|
|
"tableCellStyle": {
|
|
"backgroundColor": {},
|
|
"columnSpan": 1,
|
|
"contentAlignment": "TOP",
|
|
"paddingBottom": {"magnitude": 5, "unit": "PT"},
|
|
"paddingLeft": {"magnitude": 5, "unit": "PT"},
|
|
"paddingRight": {"magnitude": 5, "unit": "PT"},
|
|
"paddingTop": {"magnitude": 5, "unit": "PT"},
|
|
"rowSpan": 1,
|
|
},
|
|
},
|
|
{
|
|
"content": [
|
|
{
|
|
"endIndex": 334,
|
|
"paragraph": {
|
|
"elements": [
|
|
{
|
|
"endIndex": 326,
|
|
"startIndex": 319,
|
|
"textRun": {
|
|
"content": "Another",
|
|
"textStyle": {"italic": True},
|
|
},
|
|
},
|
|
{
|
|
"endIndex": 334,
|
|
"startIndex": 326,
|
|
"textRun": {
|
|
"content": " column\n",
|
|
"textStyle": {},
|
|
},
|
|
},
|
|
],
|
|
"paragraphStyle": {
|
|
"alignment": "START",
|
|
"avoidWidowAndOrphan": False,
|
|
"borderBetween": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderBottom": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderLeft": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderRight": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"borderTop": {
|
|
"color": {},
|
|
"dashStyle": "SOLID",
|
|
"padding": {"unit": "PT"},
|
|
"width": {"unit": "PT"},
|
|
},
|
|
"direction": "LEFT_TO_RIGHT",
|
|
"indentEnd": {"unit": "PT"},
|
|
"indentFirstLine": {"unit": "PT"},
|
|
"indentStart": {"unit": "PT"},
|
|
"keepLinesTogether": False,
|
|
"keepWithNext": False,
|
|
"lineSpacing": 100,
|
|
"namedStyleType": "NORMAL_TEXT",
|
|
"pageBreakBefore": False,
|
|
"shading": {"backgroundColor": {}},
|
|
"spaceAbove": {"unit": "PT"},
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"shading": {"backgroundColor": {}},
|
|
"spaceAbove": {"unit": "PT"},
|
|
"spaceBelow": {"unit": "PT"},
|
|
"spacingMode": "COLLAPSE_LISTS",
|
|
},
|
|
},
|
|
"startIndex": 402,
|
|
}
|
|
],
|
|
"endIndex": 415,
|
|
"startIndex": 401,
|
|
"tableCellStyle": {
|
|
"backgroundColor": {},
|
|
"columnSpan": 1,
|
|
"contentAlignment": "TOP",
|
|
"paddingBottom": {"magnitude": 5, "unit": "PT"},
|
|
"paddingLeft": {"magnitude": 5, "unit": "PT"},
|
|
"paddingRight": {"magnitude": 5, "unit": "PT"},
|
|
"paddingTop": {"magnitude": 5, "unit": "PT"},
|
|
"rowSpan": 1,
|
|
},
|
|
},
|
|
],
|
|
"tableRowStyle": {"minRowHeight": {"unit": "PT"}},
|
|
},
|
|
],
|
|
"tableStyle": {
|
|
"tableColumnProperties": [
|
|
{"widthType": "EVENLY_DISTRIBUTED"},
|
|
{"widthType": "EVENLY_DISTRIBUTED"},
|
|
{"widthType": "EVENLY_DISTRIBUTED"},
|
|
]
|
|
},
|
|
},
|
|
},
|
|
]
|
|
},
|
|
}
|
|
|
|
expected_markdown = (
|
|
"---\ntitle: The Birth of Machine Experience Engineering\ndocumentId: 1234567890\n---\n"
|
|
"# **The Birth of Machine Experience Engineering**\n"
|
|
"\n"
|
|
"LLMs acting on behalf of humans and interacting with real-world systems isn't theoretical "
|
|
"anymore - "
|
|
"**_Arcade has made it a reality._** With this shift, we're seeing the emergence of a new "
|
|
"software practice: "
|
|
"_Machine Experience Engineering (MX Engineering)_.\n"
|
|
"<table>"
|
|
"<tr>"
|
|
"<td><b>Column 1</b></td>"
|
|
"<td><i>Another</i> column</td>"
|
|
"<td>Third column</td>"
|
|
"</tr>"
|
|
"<tr>"
|
|
"<td>Hello</td>"
|
|
"<td>world!</td>"
|
|
"<td></td>"
|
|
"</tr>"
|
|
"<tr>"
|
|
"<td>The quick brown fox</td>"
|
|
"<td><i>jumped</i> over</td>"
|
|
"<td>the lazy dog</td>"
|
|
"</tr>"
|
|
"</table>"
|
|
)
|
|
|
|
expected_html = (
|
|
"<html><head>"
|
|
"<title>The Birth of Machine Experience Engineering</title>"
|
|
'<meta name="documentId" content="1234567890">'
|
|
"</head><body>"
|
|
"<h1><b>The Birth of Machine Experience Engineering</b></h1>"
|
|
"<p>LLMs acting on behalf of humans and interacting with real-world systems isn't "
|
|
"theoretical anymore - "
|
|
"<b><i>Arcade has made it a reality.</i></b> With this shift, we're seeing the emergence "
|
|
"of a new software practice: <i>Machine Experience Engineering (MX Engineering)</i>.</p>"
|
|
"<table>"
|
|
"<tr>"
|
|
"<td><b>Column 1</b></td>"
|
|
"<td><i>Another</i> column</td>"
|
|
"<td>Third column</td>"
|
|
"</tr>"
|
|
"<tr>"
|
|
"<td>Hello</td>"
|
|
"<td>world!</td>"
|
|
"<td></td>"
|
|
"</tr>"
|
|
"<tr>"
|
|
"<td>The quick brown fox</td>"
|
|
"<td><i>jumped</i> over</td>"
|
|
"<td>the lazy dog</td>"
|
|
"</tr>"
|
|
"</table>"
|
|
"</body></html>"
|
|
)
|
|
|
|
return document, expected_markdown, expected_html
|