/deepline-quickstart

name: deepline-quickstart
description: 'Run a quick Deepline demo with a maintained Play.'
disable-model-invocation: false

Deepline Quickstart

Quick Start

npm install -g deepline
deepline -h

Run quick demos with a maintained Play.

Single record

1. Ask which field the user wants to enrich and what identifiers they have. 2. Search for a maintained Play and inspect its input and output contract:

   deepline search "<input you have -> result you need>" --type prebuilts
   deepline describe prebuilt/<play-from-search>

3. Show the `--dry-run` price, confirm the user wants to spend credits, then run the same command without `--dry-run` to pilot one real record:

   deepline run prebuilt/<play-from-search> \
     --input '{"linkedin_url":"https://www.linkedin.com/in/example/"}' --dry-run

4. Report the result, its cost, and the exact next step from the receipt. Do not claim an output file exists unless the receipt names one.

CSV

Inspect the file and choose a batch Play whose input schema matches its columns. Run a representative pilot before the full file, showing the `--dry-run` price and confirming the spend before the paid run:

deepline search "<input you have -> result you need>" --type prebuilts
deepline describe prebuilt/<batch-play-from-search>
deepline plays check prebuilt/<batch-play-from-search>
WORKDIR="deepline/data/quickstart-pilot" && mkdir -p "$WORKDIR"
head -n 4 leads.csv > "$WORKDIR/leads-pilot.csv"
deepline run prebuilt/<batch-play-from-search> \
  --input '{"csv":"'"$WORKDIR/leads-pilot.csv"'"}' --dry-run
deepline run prebuilt/<batch-play-from-search> \
  --input '{"csv":"'"$WORKDIR/leads-pilot.csv"'"}' \
  --csv-out "$WORKDIR/leads-pilot-enriched-$(date -u +%Y%m%dT%H%M%SZ).csv"

Review row alignment and results before asking whether to process the rest of the file. Never substitute a scalar Play for a batch Play unless its contract explicitly accepts rows.