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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
id: int64
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
source_chunk: null
metadata: struct<type: string>
child 0, type: string
weight: double
to
{'id': Value('int64'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'source_chunk': Value('null'), 'metadata': {'type': Value('string')}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_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
id: int64
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
source_chunk: null
metadata: struct<type: string>
child 0, type: string
weight: double
to
{'id': Value('int64'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'source_chunk': Value('null'), 'metadata': {'type': Value('string')}}
because column names don't match
The above exception was the direct cause of the following exception:
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 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id int64 | messages list | source_chunk null | metadata dict |
|---|---|---|---|
0 | [
{
"role": "user",
"content": "Paladin - is Infusion actually better than Choir of Bells?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Choir of Bells\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Choir of Bells\", \"match_count\": 0, ... | null | {
"type": "decision_qa_tools"
} |
1 | [
{
"role": "user",
"content": "Basilisk Hide vs Warded Vestment for a general R1 tank build?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Basilisk Hide\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Basilisk Hide\", \"match_count\": 0,... | null | {
"type": "decision_qa_tools"
} |
2 | [
{
"role": "user",
"content": "Should I swap Basilisk Hide for Warded Vestment on my R1 tank?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Warded Vestment\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Warded Vestment\", \"match_count\... | null | {
"type": "decision_qa_tools"
} |
3 | [
{
"role": "user",
"content": "What's the best general R1 chestplate for damage vs defense?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Flameborn Runeplate\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Flameborn Runeplate\", \"match_... | null | {
"type": "decision_qa_tools"
} |
4 | [
{
"role": "user",
"content": "Leafveil vs Warden for a general R1 tank chestplate?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Leafveil\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Leafveil\", \"match_count\": 1, \"matches\": [\"Le... | null | {
"type": "decision_qa_tools"
} |
5 | [
{
"role": "user",
"content": "Should I just stick with Warden over Leafveil for R1 tank?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Warden\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Warden\", \"match_count\": 15, \"matches\": [\... | null | {
"type": "decision_qa_tools"
} |
6 | [
{
"role": "user",
"content": "Archangel's Mail vs Basilisk Hide for general R2 chestplate, is Archangel's really stronger?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Archangel's Mail\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Ar... | null | {
"type": "decision_qa_tools"
} |
7 | [
{
"role": "user",
"content": "Metamorphosis vs Crescent for a general melee weapon?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Metamorphosis\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Metamorphosis\", \"match_count\": 2, \"match... | null | {
"type": "decision_qa_tools"
} |
8 | [
{
"role": "user",
"content": "Why would I run Crescent over Metamorphosis?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Crescent\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Crescent\", \"match_count\": 12, \"matches\": [\"Crescent ... | null | {
"type": "decision_qa_tools"
} |
9 | [
{
"role": "user",
"content": "Should rogues run a mainhand shield like Sanct Guard for survivability?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Sanct Guard\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Sanct Guard\", \"match_count... | null | {
"type": "decision_qa_tools"
} |
10 | [
{
"role": "user",
"content": "Is no-shield dual swords / bow actually better than mainhand shield for rogue?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Sanct Guard\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Sanct Guard\", \"matc... | null | {
"type": "decision_qa_tools"
} |
11 | [
{
"role": "user",
"content": "How should I handle creepers - shield block or just kill / knock them back?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"BmB\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"BmB\", \"match_count\": 0, \"mat... | null | {
"type": "decision_qa_tools"
} |
12 | [
{
"role": "user",
"content": "Regular chips vs rigged chips at the casino, are rigged worth it?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"regular chips\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"regular chips\", \"match_count\"... | null | {
"type": "decision_qa_tools"
} |
13 | [
{
"role": "user",
"content": "Would revising Chaotic to remove negative rolls be better?"
},
{
"role": "assistant",
"content": "{\"tool\": \"enchant_lookup\", \"args\": {\"name\": \"chaotic\"}}"
},
{
"role": "tool",
"content": "{\"queried\": \"chaotic\"}"
},
{
"role": "assist... | null | {
"type": "decision_qa_tools"
} |
14 | [
{
"role": "user",
"content": "Best warrior health pants for R2 - Earthbound or Sunblessed?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Earthbound Pants\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Earthbound Pants\", \"match_count\... | null | {
"type": "decision_qa_tools"
} |
15 | [
{
"role": "user",
"content": "Is Sunblessed actually better than Earthbound Pants for warrior R2?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Sunblessed\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Sunblessed\", \"match_count\": 1,... | null | {
"type": "decision_qa_tools"
} |
16 | [
{
"role": "user",
"content": "Scarlet Ward vs Thousand Locusts for my cleric thorn tank with Bloom offhand, Will mainhand, Sanctified, Rejuv, CB2, CR2, DJ2?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Scarlet Ward\"}}"
},
{
"role": "tool",
... | null | {
"type": "decision_qa_tools"
} |
17 | [
{
"role": "user",
"content": "Why run Thousand Locusts over Scarlet Ward on cleric thorn tank?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Thousand Locusts\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Thousand Locusts\", \"match_co... | null | {
"type": "decision_qa_tools"
} |
18 | [
{
"role": "user",
"content": "Assassin rogue - CND1 + Coup2 or just max CND2 for the 12 sec invis?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"slowness\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"slowness\", \"match_count\": 2, \"... | null | {
"type": "decision_qa_tools"
} |
19 | [
{
"role": "user",
"content": "Is CND2 worth dropping Coup for on assassin?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"rogue assassin Cloak and Dagger lv2\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"rogue assassin Cloak and Dagge... | null | {
"type": "decision_qa_tools"
} |
20 | [
{
"role": "user",
"content": "R2 rogue - keep Bloodthirsty Crescent for creepers/undead or swap to Dutiful Blade for spiders?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Bloodthirsty Crescent\"}}"
},
{
"role": "tool",
"content": "{\"query... | null | {
"type": "decision_qa_tools"
} |
21 | [
{
"role": "user",
"content": "Evasion vs protection for general R2 defense, which is better right now?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"archangel's\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"archangel's\", \"match_coun... | null | {
"type": "decision_qa_tools"
} |
22 | [
{
"role": "user",
"content": "Should I just run protection instead of evasion for R2?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"evasion\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"evasion\", \"match_count\": 1, \"matches\": [{\"... | null | {
"type": "decision_qa_tools"
} |
23 | [
{
"role": "user",
"content": "Rogue evasion - is 13+ really worth it over 12 with FF3?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"evasion\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"evasion\", \"match_count\": 1, \"matches\": [{\... | null | {
"type": "decision_qa_tools"
} |
24 | [
{
"role": "user",
"content": "Moon Moon boss - rogue or cleric?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"moon moon boss rogue vs cleric\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"moon moon boss rogue vs cleric\", \"note\": \"... | null | {
"type": "decision_qa_tools"
} |
25 | [
{
"role": "user",
"content": "Is cleric better than rogue for Moon Moon?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"moon moon boss cleric vs rogue regen\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"moon moon boss cleric vs rogue ... | null | {
"type": "decision_qa_tools"
} |
26 | [
{
"role": "user",
"content": "Is Elemental Arrows actually the best mage build?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"mage Elemental Arrows vs Arcane Strike Mana Lance\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"mage Elemen... | null | {
"type": "decision_qa_tools"
} |
27 | [
{
"role": "user",
"content": "Frost Nova 2 / Mana Lance / Spellshock vs Elemental Arrows for mage?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"mage Frost Nova Mana Lance Spellshock vs Elemental Arrows\"}}"
},
{
"role": "tool",
"content":... | null | {
"type": "decision_qa_tools"
} |
28 | [
{
"role": "user",
"content": "Grove vs dungeons for general farming?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general farming Grove vs dungeons\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"general farming Grove vs dungeons\", \... | null | {
"type": "decision_qa_tools"
} |
29 | [
{
"role": "user",
"content": "Are dungeons ever better than Grove for farming?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general farming dungeons vs Grove t5\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"general farming dungeons ... | null | {
"type": "decision_qa_tools"
} |
30 | [
{
"role": "user",
"content": "Warrior - Weapon Mastery or Brute Force?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"warrior Weapon Mastery vs Brute Force\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"warrior Weapon Mastery vs Brute ... | null | {
"type": "decision_qa_tools"
} |
31 | [
{
"role": "user",
"content": "Is Brute Force actually better than Weapon Mastery for warrior?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"warrior Brute Force vs Weapon Mastery\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"warrior B... | null | {
"type": "decision_qa_tools"
} |
32 | [
{
"role": "user",
"content": "Full kings set with frostbite offhand and diving scalawag hatchet +45% attack damage - Weapon Mastery 2 or Riposte 2?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"warrior Weapon Mastery 2 vs Riposte 2 kings set\"}}"
},... | null | {
"type": "decision_qa_tools"
} |
33 | [
{
"role": "user",
"content": "Guardian warrior - Toughness 2 or Defensive Line?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"Toughness\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Toughness\", \"match_count\": 0, \"matches\": []}"
... | null | {
"type": "decision_qa_tools"
} |
34 | [
{
"role": "user",
"content": "8 SP bow scout - Volley 2 / Bow Mastery 2 / Swiftness 2 or Sharpshooter 2 / Volley 1?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"scout bow scout Volley Bow Mastery Swiftness vs Sharpshooter\"}}"
},
{
"role": "t... | null | {
"type": "decision_qa_tools"
} |
35 | [
{
"role": "user",
"content": "Is Sharpshooter 2 worth it over Volley 2 on bow scout?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"scout Sharpshooter 2 vs Volley 2\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"scout Sharpshooter 2 vs... | null | {
"type": "decision_qa_tools"
} |
36 | [
{
"role": "user",
"content": "T4 bow vs Aperion, which is better?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"T4 bow\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"T4 bow\", \"match_count\": 0, \"matches\": []}"
},
{
"role": ... | null | {
"type": "decision_qa_tools"
} |
37 | [
{
"role": "user",
"content": "Relic helm vs Hellborn / King's Crown for helmet slot?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"relic helm\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"relic helm\", \"match_count\": 0, \"matches\":... | null | {
"type": "decision_qa_tools"
} |
38 | [
{
"role": "user",
"content": "Should I run Hellborn or King's Crown over relic helm?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Hellborn\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Hellborn\", \"match_count\": 2, \"matches\": [\"... | null | {
"type": "decision_qa_tools"
} |
39 | [
{
"role": "user",
"content": "Are damage / armor / speed better than stacking regen?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"armor\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"armor\", \"match_count\": 10, \"matches\": [{\"name... | null | {
"type": "decision_qa_tools"
} |
40 | [
{
"role": "user",
"content": "Is regen actually worth it over damage / armor / speed?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"archangels mail\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"archangels mail\", \"match_count\": 0, \... | null | {
"type": "decision_qa_tools"
} |
41 | [
{
"role": "user",
"content": "Steak / pork + regen vs Heart of the Jungle / Kaul apple for food?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Heart of the Jungle\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Heart of the Jungle\", \"... | null | {
"type": "decision_qa_tools"
} |
42 | [
{
"role": "user",
"content": "Is Heart of the Jungle / Kaul apple better than steak + regen?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Heart of the Jungle\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Heart of the Jungle\", \"matc... | null | {
"type": "decision_qa_tools"
} |
43 | [
{
"role": "user",
"content": "Archangel's Mail vs King's Warden for evasion vs prot chestplate?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Archangel's Mail\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Archangel's Mail\", \"match_c... | null | {
"type": "decision_qa_tools"
} |
44 | [
{
"role": "user",
"content": "Sabos vs Light Gray rare boots, which boots should I run?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Sabos\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Sabos\", \"match_count\": 0, \"matches\": []}"
... | null | {
"type": "decision_qa_tools"
} |
45 | [
{
"role": "user",
"content": "Are Light Gray rare boots actually better than Sabos?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Light Gray rare boots\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Light Gray rare boots\", \"match_cou... | null | {
"type": "decision_qa_tools"
} |
46 | [
{
"role": "user",
"content": "Erisana vs Bloodthirsty Crescent for rogue / scout crit?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Erisana\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Erisana\", \"match_count\": 0, \"matches\": []}... | null | {
"type": "decision_qa_tools"
} |
47 | [
{
"role": "user",
"content": "Bloodthirsty Crescent or Erisana for rogue?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Bloodthirsty Crescent\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Bloodthirsty Crescent\", \"match_count\": 0, \... | null | {
"type": "decision_qa_tools"
} |
48 | [
{
"role": "user",
"content": "Frostbite vs new Light Gray dagger for rogue offhand?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Frostbite\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Frostbite\", \"match_count\": 1, \"matches\": [\... | null | {
"type": "decision_qa_tools"
} |
49 | [
{
"role": "user",
"content": "Rosethorns vs Watcher's Divine / Corrupted for cleric R1?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Rosethorns\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Rosethorns\", \"match_count\": 0, \"matches... | null | {
"type": "decision_qa_tools"
} |
50 | [
{
"role": "user",
"content": "Elementalist's Cloak vs Cobaltean for a speed build?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Elementalist's Cloak\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Elementalist's Cloak\", \"match_count\... | null | {
"type": "decision_qa_tools"
} |
51 | [
{
"role": "user",
"content": "Is Cobaltean still better than Elementalist's Cloak for speed?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Cobaltean\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Cobaltean\", \"match_count\": 2, \"matc... | null | {
"type": "decision_qa_tools"
} |
52 | [
{
"role": "user",
"content": "Scout / Ranger mobility vs Mage / Warlock damage, which wins?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general mobility vs damage Mage Warlock vs Scout\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"... | null | {
"type": "decision_qa_tools"
} |
53 | [
{
"role": "user",
"content": "Should I play Scout / Ranger over Mage / Warlock for fun mobility?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general mobility Scout Ranger vs Mage Warlock jumpboost haste\"}}"
},
{
"role": "tool",
"content... | null | {
"type": "decision_qa_tools"
} |
54 | [
{
"role": "user",
"content": "Is Shield Bash worth it on Warrior Guardian builds?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Warrior Guardian Shield Bash vs Brute Force Riposte\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Warrior... | null | {
"type": "decision_qa_tools"
} |
55 | [
{
"role": "user",
"content": "Riposte II or Shield Bash for Warrior?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Warrior Riposte II vs Shield Bash\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Warrior Riposte II vs Shield Bash\", \... | null | {
"type": "decision_qa_tools"
} |
56 | [
{
"role": "user",
"content": "Shield Bash II vs Riposte II for Warrior, which is better?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Warrior Shield Bash II vs Riposte II cooldown\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Warrio... | null | {
"type": "decision_qa_tools"
} |
57 | [
{
"role": "user",
"content": "Ash Codex vs Charn offhand brick for Inferno elemental arrows build?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Ash Codex\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Ash Codex\", \"match_count\": 1, ... | null | {
"type": "decision_qa_tools"
} |
58 | [
{
"role": "user",
"content": "Does Elemental Arrows fire stack with Flame enchant or should I switch to power bow?"
},
{
"role": "assistant",
"content": "{\"tool\": \"enchant_lookup\", \"args\": {\"name\": \"Flame\"}}"
},
{
"role": "tool",
"content": "{\"queried\": \"Flame\"}"
},
... | null | {
"type": "decision_qa_tools"
} |
59 | [
{
"role": "user",
"content": "Armor vs toughness, which is better?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"armor\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"armor\", \"match_count\": 10, \"matches\": [{\"name\": \"Shielding\",... | null | {
"type": "decision_qa_tools"
} |
60 | [
{
"role": "user",
"content": "Yurei vs Frostbite for rogue tank offhand R1?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Yurei\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Yurei\", \"match_count\": 1, \"matches\": [\"Yurei\"], \"fou... | null | {
"type": "decision_qa_tools"
} |
61 | [
{
"role": "user",
"content": "Is Frostbite actually better than Yurei for rogue R1 offhand?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Frostbite\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Frostbite\", \"match_count\": 1, \"match... | null | {
"type": "decision_qa_tools"
} |
62 | [
{
"role": "user",
"content": "Is Sacred Provisions worth taking on Cleric?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Cleric Sacred Provisions vs other Cleric skills\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Cleric Sacred Prov... | null | {
"type": "decision_qa_tools"
} |
63 | [
{
"role": "user",
"content": "Should I skip Sacred Provisions for other Cleric skills / steak?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Cleric Sacred Provisions vs steak other skills\"}}"
},
{
"role": "tool",
"content": "{\"query\": \... | null | {
"type": "decision_qa_tools"
} |
64 | [
{
"role": "user",
"content": "Precision Strike vs Disengage on Scout?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Scout Precision Strike vs Disengage\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Scout Precision Strike vs Disengage... | null | {
"type": "decision_qa_tools"
} |
65 | [
{
"role": "user",
"content": "Is Quickdraw good on melee Ranger?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Scout Ranger Quickdraw vs melee Ranger\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Scout Ranger Quickdraw vs melee Range... | null | {
"type": "decision_qa_tools"
} |
66 | [
{
"role": "user",
"content": "Should I take Quickdraw on Scout Ranger or go pure melee / ranged?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Scout Ranger Quickdraw vs pure melee pure ranged\"}}"
},
{
"role": "tool",
"content": "{\"query\... | null | {
"type": "decision_qa_tools"
} |
67 | [
{
"role": "user",
"content": "Is Harmonic Wrath viable over higher attack swords for Rogue?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Harmonic Wrath\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Harmonic Wrath\", \"match_count\": ... | null | {
"type": "decision_qa_tools"
} |
68 | [
{
"role": "user",
"content": "Is post-nerf Erisana still usable or completely worthless?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Erisana\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Erisana\", \"match_count\": 0, \"matches\": [... | null | {
"type": "decision_qa_tools"
} |
69 | [
{
"role": "user",
"content": "Is post-nerf Erisana actually still best in slot?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Erisana\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Erisana\", \"match_count\": 0, \"matches\": []}"
},
... | null | {
"type": "decision_qa_tools"
} |
70 | [
{
"role": "user",
"content": "Is Jade Long Sword worth using?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Jade Long Sword\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Jade Long Sword\", \"match_count\": 0, \"matches\": []}"
},
... | null | {
"type": "decision_qa_tools"
} |
71 | [
{
"role": "user",
"content": "Mericord vs Sand Blaster, which should I take?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Mericord\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Mericord\", \"match_count\": 0, \"matches\": []}"
},
... | null | {
"type": "decision_qa_tools"
} |
72 | [
{
"role": "user",
"content": "Is Torrid Talwar good as a Cleric mainhand?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Torrid Talwar\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Torrid Talwar\", \"match_count\": 1, \"matches\": [\"T... | null | {
"type": "decision_qa_tools"
} |
73 | [
{
"role": "user",
"content": "Warrior vs Rogue for AoE vs single-target?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general AoE vs single-target Warrior vs Rogue\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"general AoE vs single-... | null | {
"type": "decision_qa_tools"
} |
74 | [
{
"role": "user",
"content": "Should I play Rogue over Warrior?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general AoE vs single-target Rogue vs Warrior agile\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"general AoE vs single-tar... | null | {
"type": "decision_qa_tools"
} |
75 | [
{
"role": "user",
"content": "Scout vs Rogue / Warrior for agility, AoE, and deleting stuff?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general agility AoE Scout vs Rogue Warrior Swiftness Precision Strike\"}}"
},
{
"role": "tool",
"con... | null | {
"type": "decision_qa_tools"
} |
76 | [
{
"role": "user",
"content": "Bow Scout / Hunter vs Harbinger bow Alchemist for bow PvP?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Harbinger bow\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Harbinger bow\", \"match_count\": 0, \"... | null | {
"type": "decision_qa_tools"
} |
77 | [
{
"role": "user",
"content": "Is Preparation worth it over Coup de Grace / Cloak and Dagger on Rogue Assassin?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"Rogue Assassin Preparation vs Coup de Grace Cloak and Dagger\"}}"
},
{
"role": "tool",... | null | {
"type": "decision_qa_tools"
} |
78 | [
{
"role": "user",
"content": "Evasion set vs high armor / high protection builds for R2 armor?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"evasion\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"evasion\", \"match_count\": 1, \"matche... | null | {
"type": "decision_qa_tools"
} |
79 | [
{
"role": "user",
"content": "Are evasion builds actually bad vs high armor / high protection for R2?"
},
{
"role": "assistant",
"content": "{\"tool\": \"stat_lookup\", \"args\": {\"name\": \"evasion\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"evasion\", \"match_count\": 1, \... | null | {
"type": "decision_qa_tools"
} |
80 | [
{
"role": "user",
"content": "Enderwrath vs Frostbite Scythe for scythe build with cursed wound / blasphemous aura?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Enderwrath\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Enderwrath\", \... | null | {
"type": "decision_qa_tools"
} |
81 | [
{
"role": "user",
"content": "Is Frostbite Scythe still good over Enderwrath with cursed wound / blasphemous aura?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Frostbite Scythe\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Frostbite ... | null | {
"type": "decision_qa_tools"
} |
82 | [
{
"role": "user",
"content": "Ruby scythe vs Roots Repose for general R1 scythe?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Ruby scythe\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Ruby scythe\", \"match_count\": 1, \"matches\": [... | null | {
"type": "decision_qa_tools"
} |
83 | [
{
"role": "user",
"content": "Should I run Roots Repose over Ruby scythe for R1?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Roots Repose\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Roots Repose\", \"match_count\": 0, \"matches\":... | null | {
"type": "decision_qa_tools"
} |
84 | [
{
"role": "user",
"content": "Volley 2 vs bonus damage per shot on scout shotgun Quickdraw / Volley 2 / Eagle Eye build?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"scout shotgun Quickdraw Volley Eagle Eye crowd control\"}}"
},
{
"role": "to... | null | {
"type": "decision_qa_tools"
} |
85 | [
{
"role": "user",
"content": "Fury of the Storm vs Thousand Fists of Turaal for scout shotgun?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Fury of the Storm\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Fury of the Storm\", \"match_... | null | {
"type": "decision_qa_tools"
} |
86 | [
{
"role": "user",
"content": "Infinity vs tipped arrows / carrying stacks for general bow use?"
},
{
"role": "assistant",
"content": "{\"tool\": \"enchant_lookup\", \"args\": {\"name\": \"infinity\"}}"
},
{
"role": "tool",
"content": "{\"queried\": \"infinity\"}"
},
{
"role":... | null | {
"type": "decision_qa_tools"
} |
87 | [
{
"role": "user",
"content": "Is Infinity ever worth it over tipped arrows for pure bow scout or bow alch?"
},
{
"role": "assistant",
"content": "{\"tool\": \"enchant_lookup\", \"args\": {\"name\": \"infinity\"}}"
},
{
"role": "tool",
"content": "{\"queried\": \"infinity\"}"
},
{... | null | {
"type": "decision_qa_tools"
} |
88 | [
{
"role": "user",
"content": "Iceborn vs normal tiara / corrupted jeweled tiara for R1 roguelike armor?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Iceborn\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Iceborn\", \"match_count\": 1,... | null | {
"type": "decision_qa_tools"
} |
89 | [
{
"role": "user",
"content": "Basilisk hide vs vestment for R1 roguelike armor?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"basilisk hide\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"basilisk hide\", \"match_count\": 0, \"matches\"... | null | {
"type": "decision_qa_tools"
} |
90 | [
{
"role": "user",
"content": "Epic dagger / Dragonbone Dagger vs +18% speed offhands for max speed town races / sier race?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Epic dagger\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Epic da... | null | {
"type": "decision_qa_tools"
} |
91 | [
{
"role": "user",
"content": "1 heal 3 vs 2 heal 2 in hotbar for general R2 dungeon healing?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general R2 dungeon healing 1 heal 3 vs 2 heal 2\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"... | null | {
"type": "decision_qa_tools"
} |
92 | [
{
"role": "user",
"content": "Splash heal 3 vs splash heal 2 + sanctify / Health 2 pots for R2?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"general R2 healing splash heal 2 sanctify vs splash heal 3\"}}"
},
{
"role": "tool",
"content": "... | null | {
"type": "decision_qa_tools"
} |
93 | [
{
"role": "user",
"content": "Finishing Blow vs Bow Mastery for scout bow boss fighter?"
},
{
"role": "assistant",
"content": "{\"tool\": \"meta_lookup\", \"args\": {\"query\": \"scout bow boss Finishing Blow vs Bow Mastery\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"scout bo... | null | {
"type": "decision_qa_tools"
} |
94 | [
{
"role": "user",
"content": "Fist of Turaal vs regular sword for melee scout boss fighter?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Fist of Turaal\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Fist of Turaal\", \"match_count\": ... | null | {
"type": "decision_qa_tools"
} |
95 | [
{
"role": "user",
"content": "High life drain 7-8 vs protection / FGC for mage / warlock scythe with Vampire Mask + Sahra Ib + Soulreaper?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Vampire Mask\"}}"
},
{
"role": "tool",
"content": "{\"q... | null | {
"type": "decision_qa_tools"
} |
96 | [
{
"role": "user",
"content": "Should I go protection / FGC over high life drain 7-8 on mage / warlock scythe?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"FGC\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"FGC\", \"match_count\": 1, \... | null | {
"type": "decision_qa_tools"
} |
97 | [
{
"role": "user",
"content": "FGC vs relic helmet for R2 tank with Wings, Chains, etc?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"FGC\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"FGC\", \"match_count\": 1, \"matches\": [\"Frost Gi... | null | {
"type": "decision_qa_tools"
} |
98 | [
{
"role": "user",
"content": "Is relic helmet actually better than FGC for R2 tank with Wings, Laborious Chains, Ifrits sandals?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"relic helmet\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"... | null | {
"type": "decision_qa_tools"
} |
99 | [
{
"role": "user",
"content": "Blizzard pants vs FKG for R2 pants?"
},
{
"role": "assistant",
"content": "{\"tool\": \"item_lookup\", \"args\": {\"name\": \"Blizzard pants\"}}"
},
{
"role": "tool",
"content": "{\"query\": \"Blizzard pants\", \"match_count\": 0, \"matches\": []}"
},
... | null | {
"type": "decision_qa_tools"
} |
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