surface↓summarization↓summarize_urls
Summarizationscalar · returns varchar

SUMMARIZE_URLS

Extracts URLs from text, fetches with browser, returns summary

Per-row — runs once for each row.

summarizationllmurl

Syntax

SUMMARIZE_URLS({{ text }})
URL_SUMMARY({{ text }})

Arguments

nametypedescription
textVARCHAR—

About

Extracts URLs from text, fetches web content using headless browser, and returns concise summary. Uses Playwright for JavaScript-heavy sites. Browser instance is created and destroyed for each fetch (no orphaned processes).

Nearby rabbit holes

same domain
scalar

CONDENSE

Condense individual text into brief summary (scalar, per-row)

summarizationllmtext
aggregate

CONSENSUS

Finds common ground among texts via centrality + LLM summary

summarizationllmscales-largejson
aggregate

CONSENSUS_LLM

LLM-only consensus (escape hatch for CONSENSUS)

summarizationllmllm-escape-hatchjson
aggregate

MERGE_TEXTS

Combine multiple text values into one coherent output

summarizationllmtext
aggregate

SUMMARIZE

Summarize a group of texts into one concise overview

summarizationllmtext
aggregate

THEMES

Extract N main topics from texts (embed centrality + LLM naming)

summarizationllmscales-largejson
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