🤖 AI Drafted (Not reviewed)
Parse a back-of-book index into topic entities and grounded statements from the referenced pages.
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| Tool id |
book_index_extract |
| Category |
llm |
| Uses a language model |
yes |
| Needs a generative model |
no |
| Runs over many items |
no |
| Item handling |
batch |
| Structured output |
yes |
| Human-verified |
not yet |
What it reads
| Port |
Type |
Required |
What it is |
Index Text (text) |
text |
no |
OCR/transcribed back-of-book index text. |
Index Records (records) |
array |
no |
Optional index page records [{doc_id, text}, …]. |
Page Offset (page_offset) |
number |
no |
PDF sequence minus printed page number. |
Index Start Sequence (index_start_sequence) |
number |
no |
First PDF page sequence containing the book index. |
Index End Sequence (index_end_sequence) |
number |
no |
Last PDF page sequence containing the book index. |
Anchor Printed Page (anchor_printed_page) |
number |
no |
Known printed page number for offset resolution. |
Anchor Sequence (anchor_sequence) |
number |
no |
PDF page sequence for the known printed page. |
What it emits
| Port |
Type |
Required |
What it is |
Text (text) |
text |
— |
Raw text response |
Value (value) |
any |
— |
Parsed value |
Texts (texts) |
array |
— |
Per-item texts |
Values (values) |
array |
— |
Per-item values |
Results (results) |
json |
— |
Full results |
Records (records) |
array |
— |
Per-document text records [{doc_id, text}, …]. |
Artifacts (artifacts) |
json |
— |
Artifact IDs |
Options
| Option |
Type |
Default |
What it does |
choices |
array |
— |
Valid choices. (Not shown in the editor.) |
chunk_size_chars |
integer |
0 |
Chunk large input text above this character budget (0=auto). |
ff_span |
integer |
2 |
How many pages to expand an index ‘ff.’ reference. |
match_mode |
string |
prefer |
Match mode. One of: prefer, strict, inform. |
max_items |
integer |
10 |
List max items. |
max_pages_per_topic |
integer |
4 |
Maximum referenced pages to inspect per topic. |
max_tokens |
integer |
8192 |
Max response. |
max_words |
integer |
50 |
Word limit. |
metadata_field |
string |
— |
Save to field. |
model_name |
string |
— |
Model name. |
output_format |
string |
text |
Response format. One of: text, boolean, choice, number, words, list, json. |
prompt |
string |
— |
Custom prompt. |
provider_name |
string |
— |
LLM provider. One of: openai, anthropic, google, ollama, lmstudio, groq, together, deepseek, mistral, openrouter, dashscope, xai, perplexity, fireworks, deepl. |
quality_gate |
boolean |
yes |
Stop the run if output is unreadable. |
reference_values |
object |
— |
Known values to match. (Not shown in the editor.) |
save_to_db |
boolean |
yes |
Save to library. |
save_to_file |
boolean |
no |
Export to file. |
temperature |
number |
0.7 |
Creativity. |
thinking_mode |
string |
off |
Chain-of-thought reasoning depth. One of: off, short, medium, long. |
The prompt it sends
This tool does not send a prompt — it does its work in code.