VideoResearchAgent/VideoResearchAgent-Data

Video Research Agent Data

Asset	Location	Samples
SFT tasks: questions and reference answers	sft_tasks/train.parquet	3,534
SFT trajectories: messages, tool schemas, and embedded images	sft_trajectories/train-*.parquet (21 shards)	2,301
RL training tasks	rl_tasks/train.parquet	3,864
RL validation tasks: VideoBrowseComp only	rl_tasks/val.parquet	63

SFT tasks cover the full all.jsonl task set, with questions and reference answers taken from metadata.jsonl. Trajectories come from all_filtered.jsonl and its referenced images. Images are embedded in message-placeholder order; no separate image download is needed. task_id links trajectories to tasks (one unmatched trajectory has a null ID).

Export SFT trajectories and images

Run from this directory:

pip install pyarrow
python scripts/export_sft.py --output ../sft-export --format full
# Optional: export the clean variant instead.
python scripts/export_sft.py --output ../sft-clean-export --format clean

Each export creates full.jsonl or clean.jsonl plus an images/ directory. full retains system messages and tool schemas; clean omits them. Add --limit 2 for a small sample. Choose an output directory outside this repository; existing JSONL files are not overwritten. Image paths are relative to the export directory.

Read or export task records

SFT and RL task Parquet files can be read directly with PyArrow. To extract all three files as JSONL:

from pathlib import Path
import json
import pyarrow.parquet as pq

output = Path("../task-jsonl")
output.mkdir(exist_ok=True)
for name, source in {
    "sft_train": "sft_tasks/train.parquet",
    "rl_train": "rl_tasks/train.parquet",
    "rl_val": "rl_tasks/val.parquet",
}.items():
    with (output / f"{name}.jsonl").open("x", encoding="utf-8") as f:
        for row in pq.read_table(source).to_pylist():
            f.write(json.dumps(row, ensure_ascii=False) + "\n")

RL records retain prompt, reward_model, and extra_info; running rollouts requires the corresponding tool services and corpus.