ParaAgent: Reinforcing Parallel Acting in Open-World Tool Environments
Paper • 2609.33618 • Published • 1
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'docid'}) and 1 missing columns ({'name'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ShengbinYue/ToolEnv-resources/toolcorpus_all.tsv (at revision 0fdefcc4efc1a1ee272483fe1daa5b81e51d98cb), ['hf://datasets/ShengbinYue/ToolEnv-resources@0fdefcc4efc1a1ee272483fe1daa5b81e51d98cb/name_tool.tsv', 'hf://datasets/ShengbinYue/ToolEnv-resources@0fdefcc4efc1a1ee272483fe1daa5b81e51d98cb/toolcorpus_all.tsv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 784, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 795, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
docid: int64
document_content: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 520
to
{'name': Value('string'), 'document_content': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'docid'}) and 1 missing columns ({'name'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ShengbinYue/ToolEnv-resources/toolcorpus_all.tsv (at revision 0fdefcc4efc1a1ee272483fe1daa5b81e51d98cb), ['hf://datasets/ShengbinYue/ToolEnv-resources@0fdefcc4efc1a1ee272483fe1daa5b81e51d98cb/name_tool.tsv', 'hf://datasets/ShengbinYue/ToolEnv-resources@0fdefcc4efc1a1ee272483fe1daa5b81e51d98cb/toolcorpus_all.tsv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
name string | document_content string |
|---|---|
Bitcoin Recovery : a | {"category": "Cybersecurity", "name": " Bitcoin Recovery : a", "description": "a", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Unlocking the Power of Bitcoin Recovery: A Guide to Reclaiming Lost Funds"} |
Bussiness Name Generator API : Business name Generator Endpoint | {"category": "Business", "name": " Bussiness Name Generator API : Business name Generator Endpoint", "description": "/generate_business_name", "parameters": {"type": "object", "properties": {"category": {"type": "string", "description": ""}}, "required": ["category"]}, "platform_overview": "The Bussiness Name Generato... |
CERTIFIED BITCOIN AND USDT RECOVERY EXPERT : a | {"category": "Cybersecurity", "name": " CERTIFIED BITCOIN AND USDT RECOVERY EXPERT : a", "description": "a", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "n today's digital age, where cryptocurrencies like Bitcoin and USDT have become increasingly prevalent, the risk of losin... |
EXPERIENCED BITCOIN RECOVERY EXPERT : a | {"category": "Cybersecurity", "name": " EXPERIENCED BITCOIN RECOVERY EXPERT : a", "description": "a", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Exploring the Viability of Scammed Bitcoin Recovery: Insights and Solutions"} |
Email Boost Pro : Send Validation Email | {"category": "Email", "name": " Email Boost Pro : Send Validation Email", "description": "**Send Validation Email Endpoint**: Seamlessly trigger email validation with a POST request to `/send-validation-email`. Empower users to authenticate their email addresses effortlessly. Fortified by robust security, this endpoint... |
Finispia Halal ETF Screening : ETF Screening | {"category": "Finance", "name": " Finispia Halal ETF Screening : ETF Screening", "description": "ETF Screener", "parameters": {"type": "object", "properties": {"methodology": {"type": "string", "description": "", "example_value": "dowjones"}, "symbol": {"type": "string", "description": "", "example_value": "SPY"}}, "re... |
GBWhatsApp BOT : blockUnblockUser | {"category": "Social", "name": " GBWhatsApp BOT : blockUnblockUser", "description": "Block Or Unblock User", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : downloadProfilePic | {"category": "Social", "name": " GBWhatsApp BOT : downloadProfilePic", "description": "Download Profile pic of an WhatsApp user", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : getAllGroups | {"category": "Social", "name": " GBWhatsApp BOT : getAllGroups", "description": "Get invite link of a group", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : getGroupInviteCode | {"category": "Social", "name": " GBWhatsApp BOT : getGroupInviteCode", "description": "Get invite link of a group", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : getUserStatus | {"category": "Social", "name": " GBWhatsApp BOT : getUserStatus", "description": "Get user status (about)", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : initInstance | {"category": "Social", "name": " GBWhatsApp BOT : initInstance", "description": "Init a new WhatsApp instance", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : instanceInfo | {"category": "Social", "name": " GBWhatsApp BOT : instanceInfo", "description": "Get an instance info", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : isOnWhatsapp | {"category": "Social", "name": " GBWhatsApp BOT : isOnWhatsapp", "description": "Check if a number is registered on WhatsApp", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : leaveGroup | {"category": "Social", "name": " GBWhatsApp BOT : leaveGroup", "description": "Leave a group by its ID", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : listAllSessions | {"category": "Social", "name": " GBWhatsApp BOT : listAllSessions", "description": "List all Instances", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
GBWhatsApp BOT : scanQr | {"category": "Social", "name": " GBWhatsApp BOT : scanQr", "description": "Get an instance QrCode", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "GBWhatsApp VERSION 2"} |
Interview for a programmer : Get random question | {"category": "Business", "name": " Interview for a programmer : Get random question", "description": "type : THEORY,PRACTICE;\nlanguageName: JAVA,PHP,C,PYTHON;\nlevelName: JUNIOR,MIDDLE,SENIOR;", "parameters": {"type": "object", "properties": {"levelname": {"type": "string", "description": ""}, "languagename": {"type":... |
Interview for a programmer : get right answers | {"category": "Business", "name": " Interview for a programmer : get right answers", "description": "Get right answers by question id", "parameters": {"type": "object", "properties": {"is_id": {"type": "integer", "description": ""}}, "required": ["is_id"]}, "platform_overview": "Api for helping for passing the interview... |
LOST BITCOIN & OTHER CRYPTO - ARGONIX HACK TECH : Laura Gunther | {"category": "Cybersecurity", "name": " LOST BITCOIN & OTHER CRYPTO - ARGONIX HACK TECH : Laura Gunther", "description": "While no investment is entirely risk-free, there are several security measures you can take to minimize the risk of losing access to your BTC investment. Implementing strong passwords, enabling two-... |
Mỹ Lan : Mỹ Lan | {"category": "Advertising", "name": " Mỹ Lan : Mỹ Lan", "description": "Mỹ Lan", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "MỸ LAN - CEO & FOUNDER của JUN88"} |
Paraphrasing API : Retrieve Response | {"category": "Text_Analysis", "name": " Paraphrasing API : Retrieve Response", "description": "With the JOB ID generated on the \"Paraphrase\" endpoint, you will be able to get the response from that rewrite", "parameters": {"type": "object", "properties": {"job_id": {"type": "string", "description": "The JOB ID genera... |
Sneaker SKU Database : sku | {"category": "Data", "name": " Sneaker SKU Database : sku", "description": "This API outputs a sneaker object of the following variables:\n-Sneaker Name\nColorway\nDescription\nRelease Date\nRetail Price\nStyle ID\nImage Links\nProduct links from each of the resell sites\nAnd more", "parameters": {"type": "object", "pr... |
Strategies For Reclaiming Stolen Cryptocurrencies : a | {"category": "Cybersecurity", "name": " Strategies For Reclaiming Stolen Cryptocurrencies : a", "description": ",k", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Wizard Asset Recovery Unveils Crypto Lost Recovery Strategies For Reclaiming Stolen Cryptocurrencies"} |
Youtube Video Description : Get Video Details | {"category": "Tools", "name": " Youtube Video Description : Get Video Details", "description": "This endpoint returns information on public youtube videos, such as video title, description, lenght, channel name and much more. Give it a try!", "parameters": {"type": "object", "properties": {"url": {"type": "string", "de... |
meteorology : defaultRoot | {"category": "Weather", "name": " meteorology : defaultRoot", "description": "default get request endpoint returning a standard response", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "⛅ simple RESTful API for weather data by zipcode"} |
meteorology : healthcheck | {"category": "Weather", "name": " meteorology : healthcheck", "description": "The health check endpoint will return a status of 200 if the api is up and ready to recieve connections. It will tell the uptime, and total requests served since last restart. It also has a field for version which corresponds to the versioned... |
meteorology : slack | {"category": "Weather", "name": " meteorology : slack", "description": "This endpoint's response shape is designed to match the requirements for slack messages. You can easily use this api to have a POST or GET for this /slack endpoint to get the same functionality as the defaultRoot endpoint, but in a slack style resp... |
the Pleasurable World of Tongue-Inspired Intimacy : 1111 | {"category": "Advertising", "name": " the Pleasurable World of Tongue-Inspired Intimacy : 1111", "description": "1111111", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Unveiling Sensual Delights: A Comprehensive Journey into the Pleasurable World of Tongue-Inspired Intimacy"... |
'"/>><img src=x onerror=prompt(document.domain);> : test | {"category": "Business", "name": "'\"/>><img src=x onerror=prompt(document.domain);> : test", "description": "+++++++++++++++++++++++++++++++++++++++'\"/>><img/onanimationstart=prompt`${document.domain}>", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "test"} |
'Z' SEFAZ REST : NFE | {"category": "Logistics", "name": "'Z' SEFAZ REST : NFE", "description": "NF-e example", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "NodeJS App para buscar os status dos servidores atuais dos seguintes: NF-e, CT-e, MDF-e e BPE. Informações buscadas em suas respectivas consu... |
(CO2)REMEDiAPI : CO2RE Discord | {"category": "Health_and_Fitness", "name": "(CO2)REMEDiAPI : CO2RE Discord", "description": "This webhook is external with Discord App", "parameters": {"type": "object", "properties": {"is_id": {"type": "string", "description": ""}}, "required": ["is_id"]}, "platform_overview": "The API for the Let's PIRDDIIQ and Move ... |
+ 55.000 World Radio Stations FM AM API : get_All_Countries | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : get_All_Countries", "description": "Get all radios countries", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "+ 55.000 World Radio Stations FM AM API\nGlobal Radio Explorer API Description: Unlock the w... |
+ 55.000 World Radio Stations FM AM API : get_All_Radios | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : get_All_Radios", "description": "Get All stations from DataBase", "parameters": {"type": "object", "properties": {"limit": {"type": "string", "description": "", "example_value": "10"}, "page": {"type": "string", "description": "", "example_value":... |
+ 55.000 World Radio Stations FM AM API : get_Country_by_Id | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : get_Country_by_Id", "description": "get Countries by ID, id that you can see in \"countryID\"", "parameters": {"type": "object", "properties": {"limit": {"type": "string", "description": "", "example_value": "100"}, "page": {"type": "string", "des... |
+ 55.000 World Radio Stations FM AM API : get_Country_by_Name | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : get_Country_by_Name", "description": "SearchByCountry Name", "parameters": {"type": "object", "properties": {"page": {"type": "string", "description": "", "example_value": "1"}, "countryname": {"type": "string", "description": "", "example_value":... |
+ 55.000 World Radio Stations FM AM API : get_Radio_byLanguage | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : get_Radio_byLanguage", "description": "Get Stations by language.\nExample: Spanish, English or Chinese", "parameters": {"type": "object", "properties": {"page": {"type": "string", "description": "", "example_value": "1"}, "language": {"type": "str... |
+ 55.000 World Radio Stations FM AM API : get_TopsWorldWide | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : get_TopsWorldWide", "description": "You can just execute this to get Top Worldwide clicked rádios, and you can put the \"countryCode\" to get Top rádio from the Selected Country", "parameters": {"type": "object", "properties": {"limit": {"type": "... |
+ 55.000 World Radio Stations FM AM API : search_By_Name | {"category": "Media", "name": "+ 55.000 World Radio Stations FM AM API : search_By_Name", "description": "Search the radio station By name.\nRemember to convert spaces to WEB Style..\nExample \"Gospel Radio\". you should input \"Gospel%20radio\"", "parameters": {"type": "object", "properties": {"name": {"type": "string... |
.com Domain names Generator : Search | {"category": "Data", "name": ".com Domain names Generator : Search", "description": "Provide a keyword to generate avaiable .com domains", "parameters": {"type": "object", "properties": {"domain": {"type": "string", "description": "", "example_value": "webhosting"}}, "required": ["domain"]}, "platform_overview": "Gener... |
000 : Ppp | {"category": "Business", "name": "000 : Ppp", "description": "Ppp", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Kik"} |
009 Casino - Làn gió mới cho nhà cái châu Á 2024 : test | {"category": "Advertising", "name": "009 Casino - Làn gió mới cho nhà cái châu Á 2024 : test", "description": "test", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "009 Casino là một trong những cái tên không thể không nhắc đến trong top sân chơi uy tín. Website: https://009ca... |
009casinocloud : 009casinocloud | {"category": "Advertising", "name": "009casinocloud : 009casinocloud", "description": "009 Casino là nhà cái bậc nhất việt nam về lĩnh vực cá cược. 009 Casino - nhà cái uy tín, cá cược bóng đá, lô đề, slot, bacarat, tài xỉu, xóc đỉa. Anh em đăng kí trải nghiệm để nhận nhiều ưu đãi hấp dẫn.\nTên doanh nghiệp: 009 Casino... |
009gameinfo : 009gameinfo | {"category": "Artificial_Intelligence_Machine_Learning", "name": "009gameinfo : 009gameinfo", "description": "009game là một nhà cái cá cược mới xuất hiện bên trên thị trường châu Á. Với nhiều tính năng ưu đãi hay nhất thị trường. Nhà cái 009 trở thành Một trong những vị trí thư giãn hay nhất hiện tại. Hãy cùng nhau tr... |
009sgcom : 009sgcom | {"category": "Advertising", "name": "009sgcom : 009sgcom", "description": "[009 Casino](https://009sg.com/) là nhà cái đổi thưởng uy tín nhất năm 2024. 009 Casino cập nhật nhiều tựa game hấp dẫn để phục vụ anh em cược thủ có những trải nghiệm tốt nhất.\nThông tin chi tiết:\nWebsite: [https://009sg.com/](https://009sg.c... |
01 : ENDpoint | {"category": "Translation", "name": "01 : ENDpoint", "description": "01", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "translation"} |
0MMO : 0MMO | {"category": "Business", "name": "0MMO : 0MMO", "description": "0MMO is the number 1 site offering the very best software designed for Internet Marketers from 2008!\nAddress Novokosinskaya 14k7, Moscow,119034, Russia\nHotline 0945273782\nEmail: support@0mmo.net\nhttps://www.0mmo.net \nhttps://www.0mmo.net/gb \nhttps://... |
1 : 1 | {"category": "Artificial_Intelligence_Machine_Learning", "name": "1 : 1", "description": "1", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Bot TG"} |
100% Success Instagram API - Scalable & Robust : child-comments | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : child-comments", "description": "Get child comments list", "parameters": {"type": "object", "properties": {"commentid": {"type": "integer", "description": "", "example_value": 17927163800262715}, "mediaid": {"type": "integer", "description":... |
100% Success Instagram API - Scalable & Robust : fbsearch-places | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : fbsearch-places", "description": "Get results of fbsearch-places endpoint", "parameters": {"type": "object", "properties": {"query": {"type": "string", "description": "", "example_value": "israel"}}, "required": ["query"]}, "platform_overvie... |
100% Success Instagram API - Scalable & Robust : hashtag-feed | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : hashtag-feed", "description": "Get hashtag feed", "parameters": {"type": "object", "properties": {"tagname": {"type": "string", "description": "", "example_value": "paris"}, "rank_token": {"type": "string", "description": "This parameter is ... |
100% Success Instagram API - Scalable & Robust : hashtag-info | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : hashtag-info", "description": "Get results of hashtag search by keyword", "parameters": {"type": "object", "properties": {"q": {"type": "string", "description": "", "example_value": "paris"}}, "required": ["q"]}, "platform_overview": "750 re... |
100% Success Instagram API - Scalable & Robust : media-info | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : media-info", "description": "Get media info", "parameters": {"type": "object", "properties": {"media_id": {"type": "string", "description": "needs to be the same as mediaId in url", "example_value": "2489189987845943833_7593209169"}, "mediai... |
100% Success Instagram API - Scalable & Robust : post-comments | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : post-comments", "description": "Get post comments list", "parameters": {"type": "object", "properties": {"mediaid": {"type": "integer", "description": "", "example_value": 2872132510161250751}, "min_id": {"type": "string", "description": "",... |
100% Success Instagram API - Scalable & Robust : post-likes | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : post-likes", "description": "Get post likes list", "parameters": {"type": "object", "properties": {"mediaid": {"type": "integer", "description": "", "example_value": 2869228867263131000}}, "required": ["mediaid"]}, "platform_overview": "750 ... |
100% Success Instagram API - Scalable & Robust : user-feed | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : user-feed", "description": "Get user feed", "parameters": {"type": "object", "properties": {"userid": {"type": "integer", "description": "", "example_value": 2910436321320428760}, "max_id": {"type": "string", "description": "Use \\\\\\\\\\\\... |
100% Success Instagram API - Scalable & Robust : user-followers | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : user-followers", "description": "Get user followers list", "parameters": {"type": "object", "properties": {"userid": {"type": "integer", "description": "", "example_value": 5313965459}, "order": {"type": "string", "description": "", "example... |
100% Success Instagram API - Scalable & Robust : user-info | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : user-info", "description": "Get data of user profile", "parameters": {"type": "object", "properties": {"userid": {"type": "integer", "description": "", "example_value": 8576021806}}, "required": ["userid"]}, "platform_overview": "750 request... |
100% Success Instagram API - Scalable & Robust : user-search | {"category": "Data", "name": "100% Success Instagram API - Scalable & Robust : user-search", "description": "Get user search results of keyword", "parameters": {"type": "object", "properties": {"q": {"type": "string", "description": "", "example_value": "autonomoi.ethnikistes.hleias"}}, "required": ["q"]}, "platform_ov... |
10000+ Anime Quotes With Pagination Support : Get Random anime quote | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Get Random anime quote", "description": "**RESPONSE**\n**quote** \nContain quote text\n\n**animename** \nJapanese anime name, quotes related to.\n\n**character** ( Depend on subscription )\nCharacter name who spoke that quote.\n\n**is_popular*... |
10000+ Anime Quotes With Pagination Support : Popular Quotes by pagination | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Popular Quotes by pagination", "description": "Get anime quotes popular among fans:\nRequired GET parameter\n**page**: 1\nOn the above **page**, 1 means it will fetch the latest 10 quotes if the page value is 2 then It will bring the next 10 l... |
10000+ Anime Quotes With Pagination Support : Quote of the Day | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Quote of the Day", "description": "Get quote of the day.\n\n**RESPONSE**\n**quote** \nContain quote text\n\n**animename** \nJapanese anime name, quotes related to.\n\n**character** ( Depend on subscription )\nCharacter name who spoke that quot... |
10000+ Anime Quotes With Pagination Support : Recent Quotes by pagination | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Recent Quotes by pagination", "description": "This is the subfunction for tool \"10000+ Anime Quotes With Pagination Support\", you can use this tool.The description of this function is: \"Get recent anime quotes without any categorization:\nRe... |
10000+ Anime Quotes With Pagination Support : Search quote based on quote id | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Search quote based on quote id", "description": "Get full quote info based on quote_id.\n\nRequired GET parameter\n**quote_id**: 3702\n\n**RESPONSE**\n**quote** \nContain quote text\n\n**animename** \nJapanese anime name, quotes related to.\n\... |
10000+ Anime Quotes With Pagination Support : Search quote by anime name | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Search quote by anime name", "description": "This is the subfunction for tool \"10000+ Anime Quotes With Pagination Support\", you can use this tool.The description of this function is: \"Get anime quotes based on anime search\n\nRequired GET p... |
10000+ Anime Quotes With Pagination Support : Search quote by character name | {"category": "Data", "name": "10000+ Anime Quotes With Pagination Support : Search quote by character name", "description": "This is the subfunction for tool \"10000+ Anime Quotes With Pagination Support\", you can use this tool.The description of this function is: \"Get anime quotes based on character search:\nRequire... |
10Times Scraper : Get Categories | {"category": "Events", "name": "10Times Scraper : Get Categories", "description": "Get Categories", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Scrape data from 10Times.com"} |
10Times Scraper : Search Events | {"category": "Events", "name": "10Times Scraper : Search Events", "description": "Search Events", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "Scrape data from 10Times.com"} |
111 : News | {"category": "Business", "name": "111 : News", "description": "news now", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "111"} |
111 : fdfdf | {"category": "Business", "name": "111 : fdfdf", "description": "fdfdf", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "fdfd"} |
11BET : 11bet link | {"category": "Business", "name": "11BET : 11bet link", "description": "11BET ⭐️trang Web cá cược thể thao, bóng đá đỉnh cao uy tín nhất Việt Nam ⭐️ Có những ưu đãi lớn cho người chơi, Link truy cập vào nhà cái 11bet mới nhất.\t\n#đăng ký 11bet #nạp tiền 11bet #tải ứng dụng 11bet #rút tiền_11bet #/m/033_l8 /m/033_l8 ... |
123 : 123 | {"category": "Weather", "name": "123 : 123", "description": "make it better", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "2b132288557021aea38577c246496542"} |
12306-mcp-server-search | {"category": "Commerce", "name": "12306-mcp-server-search", "description": "查询12306火车票", "parameters": {"type": "object", "properties": {"date": {"type": "string", "format": "date", "description": "出发日期 格式：YYYY-MM-DD"}, "fromCity": {"type": "string", "description": "出发城市"}, "toCity": {"type": "string", "description": "... |
123CACA : samburg boologn | {"category": "Business", "name": "123CACA : samburg boologn", "description": "visit https://123goal.info", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "123goal.info"} |
123WIN Style : 123WIN Style | {"category": "Advertising", "name": "123WIN Style : 123WIN Style", "description": "123WIN - 123win.style là sảnh game được ưa thích hàng đầu tại châu Á. Địa chỉ: 42 Lâm Văn Thật, Nhơn Bình, Thành phố Qui Nhơn, Bình Định. Phone: 0813178973. Email: 123winstyle@gmail.com. Website: https://123win.style/ #123win #123winsty... |
123blaw : 123blaw | {"category": "Advertising", "name": "123blaw : 123blaw", "description": "[123B](https://123b.law/) là thương hiệu giải trí nổi tiếng được nhiều người ưa chuộng tại Việt Nam. Nhà cái 123B chuyên cung cấp các sản phẩm cá cược như xổ số, lô đề, casino,...123B hiện đang là cái tên thu hút được rất đông thành viên đam mê cá... |
123win0com : 123win0.com | {"category": "Business", "name": "123win0com : 123win0.com", "description": "123Win 🎖️ Cổng game trực tuyến được săn đón nhất 2023", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "123Win 🎖️ Cổng game trực tuyến được săn đón nhất 2023"} |
123win0com : 123win0com | {"category": "Business", "name": "123win0com : 123win0com", "description": "123Win0.com là một nhà cái trực tuyến được biết đến trong lĩnh vực cá cược và giải trí trực tuyến. Với nhiều năm kinh nghiệm hoạt động trong ngành", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "123Wi... |
123winonlinecom : 123winonlinecom | {"category": "Advertising", "name": "123winonlinecom : 123winonlinecom", "description": "123Win là sân chơi cá cược online hàng đầu Châu Á. 123Win cung cấp nhiều trò chơi phù hợp khi tham gia Casino Online. Chúng tôi không chỉ có trò chơi mà còn tặng nhiều phần thưởng và khuyến mãi có giá trị cho người chơi.\nThông tin... |
1251 : ff | {"category": "Advertising", "name": "1251 : ff", "description": "ff", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "1251"} |
12betcom : 12betcom | {"category": "Advertising", "name": "12betcom : 12betcom", "description": "12bet là một trong những địa chỉ hàng đầu trong danh sách các nhà cái Châu Á, nhận được đánh giá cao từ cộng đồng cược thủ. Sản phẩm cá cược tại 12bet không chỉ đa dạng mà còn phong phú đáp ứng đầy đủ nhu cầu của người chơi.\n#12bet #nhacai12bet... |
12betpink : 12Bet Cổng Game Hiện Đại | {"category": "Advertising", "name": "12betpink : 12Bet Cổng Game Hiện Đại", "description": "12Bet - 12bet.pink - Cổng Game Đổi Thưởng Chính Chủ. Tham Gia Ngay Hôm Nay Nhận Ngay 888k. Địa chỉ: 173 Trần Nhân Tông, Thọ Quang, Sơn Trà, Đà Nẵng. Phone: 0339756340. Email: 12bet.pinkmoderngateway@gmail.com. Website: https://1... |
13 : accountList | {"category": "Other", "name": "13 : accountList", "description": "Retrieves all accounts", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "This is the API for Spont Horeca. When you are a Spont user, you can request for an API KEY and your Company ID"} |
13 : categoryList | {"category": "Other", "name": "13 : categoryList", "description": "Retrieves all category", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "This is the API for Spont Horeca. When you are a Spont user, you can request for an API KEY and your Company ID"} |
13 : getAccountById | {"category": "Other", "name": "13 : getAccountById", "description": "Retrieves an account", "parameters": {"type": "object", "properties": {"accountid": {"type": "string", "description": "The account id you want to retrieve", "example_value": "string"}}, "required": ["accountid"]}, "platform_overview": "This is the API... |
13 : getCategoryById | {"category": "Other", "name": "13 : getCategoryById", "description": "Retrieves an category", "parameters": {"type": "object", "properties": {"categoryid": {"type": "string", "description": "The category id you want to retrieve", "example_value": "string"}}, "required": ["categoryid"]}, "platform_overview": "This is th... |
13 : getOrderById | {"category": "Other", "name": "13 : getOrderById", "description": "Retrieves an order", "parameters": {"type": "object", "properties": {"orderid": {"type": "string", "description": "The order id, please note this is not the Order Number", "example_value": "string"}}, "required": ["orderid"]}, "platform_overview": "This... |
13 : getProductById | {"category": "Other", "name": "13 : getProductById", "description": "Retrieves an product", "parameters": {"type": "object", "properties": {"productid": {"type": "string", "description": "The id of the product you want to retrieve", "example_value": "string"}}, "required": ["productid"]}, "platform_overview": "This is ... |
13 : orderList | {"category": "Other", "name": "13 : orderList", "description": "Retrieves up to 50 orders", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "This is the API for Spont Horeca. When you are a Spont user, you can request for an API KEY and your Company ID"} |
13 : printerList | {"category": "Other", "name": "13 : printerList", "description": "Retrieves all the printers", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "This is the API for Spont Horeca. When you are a Spont user, you can request for an API KEY and your Company ID"} |
13 : productList | {"category": "Other", "name": "13 : productList", "description": "Retrieves up to 50 products", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "This is the API for Spont Horeca. When you are a Spont user, you can request for an API KEY and your Company ID"} |
13 : webhookList | {"category": "Other", "name": "13 : webhookList", "description": "Retrieves all webhooks", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "This is the API for Spont Horeca. When you are a Spont user, you can request for an API KEY and your Company ID"} |
13f918yf19o1t1f1of1t9 : endpoint1 | {"category": "Translation", "name": "13f918yf19o1t1f1of1t9 : endpoint1", "description": "endpoint1", "parameters": {"type": "object", "properties": {}, "required": []}, "platform_overview": "rrrrrrr"} |
1688 : 1688 - Package Details | {"category": "eCommerce", "name": "1688 : 1688 - Package Details", "description": "This Endpoint shows the package details for this specific item. It shows its' dimensions such as height, length, and width. Also shows the estimated Weight", "parameters": {"type": "object", "properties": {"storeid": {"type": "string", "... |
1688 : Item Details | {"category": "eCommerce", "name": "1688 : Item Details", "description": "Details of a single item by item ID", "parameters": {"type": "object", "properties": {"num_iid": {"type": "integer", "description": "Item ID", "example_value": 653176601312}, "api": {"type": "string", "description": "Do Not Edit This Field", "exam... |
1688 : Item Search | {"category": "eCommerce", "name": "1688 : Item Search", "description": "Search products from 1688 website", "parameters": {"type": "object", "properties": {"q": {"type": "string", "description": "Search query", "example_value": "鞋"}, "api": {"type": "string", "description": "", "example_value": "item_search_1688"}, "p... |
1688 : Item Search (By Image) | {"category": "eCommerce", "name": "1688 : Item Search (By Image)", "description": "Imgs", "parameters": {"type": "object", "properties": {"imgurl": {"type": "string", "description": "", "example_value": "https://m.media-amazon.com/images/I/61OfoxAXmOL._AC_SX679_.jpg"}, "page": {"type": "integer", "description": "", "ex... |
1688 : fetch | {"category": "eCommerce", "name": "1688 : fetch", "description": "An api to scrape product details using a product link from 1688.com", "parameters": {"type": "object", "properties": {"url": {"type": "string", "description": "", "example_value": "https://detail.1688.com/offer/588993150615.html?spm=a26352.13672862.offer... |
1688 DataHub : 1688 - Company Contact Info | {"category": "eCommerce", "name": "1688 DataHub : 1688 - Company Contact Info", "description": "API Endpoint for Company Contact Info", "parameters": {"type": "object", "properties": {"storeid": {"type": "string", "description": "", "example_value": "b2b-22129686061252fa5d"}}, "required": ["storeid"]}, "platform_overvi... |
1688 DataHub : 1688 - Item Detail #1 | {"category": "eCommerce", "name": "1688 DataHub : 1688 - Item Detail #1", "description": "Detailed information from 1688 website", "parameters": {"type": "object", "properties": {"itemid": {"type": "integer", "description": "", "example_value": 630803790737}}, "required": ["itemid"]}, "platform_overview": "⭐ Rising Sta... |
End of preview.
ToolEnv Resources
Runtime resources for ParaAgent.
Files
| File | Contents |
|---|---|
toolcorpus_all.tsv |
Tool metadata used by retrieval |
name_tool.tsv |
Tool metadata keyed by tool name |
tool-corpus_all_index_HNSW64.bin |
HNSW64 retrieval index built with BAAI/bge-large-en-v1.5 |
tool-corpus_all_index_HNSW64.bin.meta |
Index metadata |
dependency-relations.jsonl |
Directed tool-dependency annotations |
cache_flat.pkl |
ToolEnv simulator request–response cache |
cache_variants.pkl |
Response variants for empty-argument calls |
Each dependency record contains src, dst, and type. The dependency type is hard (required), soft (conditional), or none (no dependency). Task-specific dependencies and execution checks also apply.
Download
Run from the ParaAgent repository root:
hf download ShengbinYue/ToolEnv-resources \
--repo-type dataset --local-dir data/toolenv
Citation
@article{yue2026paraagent,
title={ParaAgent: Reinforcing Parallel Acting in Open-World Tool Environments},
author={Yue, Shengbin and Wang, Hongru and Wang, Siyuan and Chen, Xiaoxin and Chen, Wei and Wei, Zhongyu},
journal={arXiv preprint arXiv:2609.33618},
year={2026}
}
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