build_doc_summarizer_agent {LLMAgentR}R Documentation

Build a Document Summarizer Agent

Description

Creates an LLM-powered document summarization workflow that processes PDF, DOCX, PPTX, TXT, or plain text input and returns structured markdown summaries.

Usage

build_doc_summarizer_agent(
  llm,
  summary_template = NULL,
  chunk_size = 4000,
  overlap = 200,
  verbose = TRUE
)

Arguments

llm

A function that accepts a character prompt and returns an LLM response.

summary_template

Optional custom summary template in markdown format.

chunk_size

Maximum character length for document chunks (default: 4000).

overlap

Character overlap between chunks (default: 200).

verbose

Logical controlling progress messages (default: TRUE).

Value

A function that accepts file paths or text input and returns:

Examples

## Not run: 
# Build document summarizer agent
summarizer_agent <- build_doc_summarizer_agent(
  llm = my_llm_wrapper,
  summary_template = NULL,
  chunk_size = 4000,
  overlap = 200,
  verbose = FALSE
)

# Summarize document
final_state <- summarizer_agent("https://github.com/knowusuboaky/LLMAgentR/raw/main/\
tests/testthat/test-data/scrum.docx")

## End(Not run)

[Package LLMAgentR version 0.3.0 Index]