diff --git a/R/data_management.R b/R/data_management.R
index 58a73c7..5bce122 100644
--- a/R/data_management.R
+++ b/R/data_management.R
@@ -1068,16 +1068,22 @@ add_chat_transcript <- function(
 #'   file where the automatically generated agenda will be written. Should be a
 #'   .R file. See `infer_agenda_from_transcript` for more details.
 #' @param extra_agenda_generation_args Additional arguments passed to the
-#'  `infer_agenda_from_transcript` function. See `infer_agenda_from_transcript`
-#'  for more details. Note that the `diarization_instructions` argument for this
-#'  function will be taken from the `extra_agenda_generation_args` argument.
+#'   `infer_agenda_from_transcript` function. See `infer_agenda_from_transcript`
+#'   for more details. Note that the `diarization_instructions` argument for
+#'   this function will be taken from the `extra_agenda_generation_args`
+#'   argument.
 #' @param summarization_method A string indicating the summarization method to
 #'   use. See `summarise_full_meeting` for more details.
+#' @param multipart_summary If a valid agenda is provided, this argument allows
+#'   the user to specify whether the summarisation should be done in parts, one
+#'   for each agenda element using the `summarise_full_meeting` function, or in
+#'   one go using the `summarise_transcript` function. See the respective
+#'   functions for more details.
 #' @param event_description A string containing a description of the meeting.
 #'   See `summarise_transcript` for more details.
-#' @param audience A string containing a description of the audience of
-#'   the meeting and what to focus on in the summary. See `summarise_transcript`
-#'   for more details.
+#' @param audience A string containing a description of the audience of the
+#'   meeting and what to focus on in the summary. See `summarise_transcript` for
+#'   more details.
 #' @param vocabulary A character vector of specific vocabulary words, names,
 #'   definitions, to help the LLM recognise misspellings and abbreviations. See
 #'   `summarise_transcript` for more details.
@@ -1085,9 +1091,9 @@ add_chat_transcript <- function(
 #'   should take into account the diarization of the transcript. See
 #'   `summarise_transcript` for more details.
 #' @param summary_structure,extra_diarization_instructions,extra_output_instructions
-#' Specific instructions necessary to build the summarisation prompt. See
-#' `summarise_transcript` for more details and run `get_prompts()` to see the
-#' defaults. See `summarise_transcript` for more details.
+#'   Specific instructions necessary to build the summarisation prompt. See
+#'   `summarise_transcript` for more details and run `get_prompts()` to see the
+#'   defaults. See `summarise_transcript` for more details.
 #' @param llm_provider A string indicating the LLM provider to use for the
 #'   summarization. See `summarise_transcript` for more details.
 #' @param extra_summarise_args Additional arguments passed to the
@@ -1155,6 +1161,8 @@ speech_to_summary_workflow <- function(
   agenda_generation_output_file = file.path(target_dir, "agenda.R"),
   extra_agenda_generation_args = NULL,
 
+  # Arguments for the actual summarization
+  multipart_summary = validate_agenda(agenda),
   event_description = NULL,
   audience = "An audience with understanding of the topic",
   vocabulary = NULL,
@@ -1162,7 +1170,7 @@ speech_to_summary_workflow <- function(
   summary_structure = get_prompts("summary_structure"),
   extra_diarization_instructions = NULL,
   extra_output_instructions = NULL,
-  llm_provider = NULL,
+  llm_provider = getOption("minutemaker_llm_provider"),
   extra_summarise_args = NULL,
   summarization_window_size = 15,
   summarization_output_length = 3,
@@ -1258,7 +1266,7 @@ speech_to_summary_workflow <- function(
   ## Create the transcript file ##
 
   # Check if the transcript file doesn't exists or overwrite is TRUE
-  if (overwrite_transcript || !file.exists(transcript_file)) {
+  if (isTRUE(overwrite_transcript) || !file.exists(transcript_file)) {
 
     # Generate the trascript from the json output data
     transcript_data <- parse_transcript_json(
@@ -1380,8 +1388,11 @@ speech_to_summary_workflow <- function(
 
       agenda <- do.call(infer_agenda_from_transcript, agenda_infer_args)
 
+      # Ask the user if they want to proceed with the generated agenda or review
+      # it first
       message("Agenda generated. Please review it before proceeding.")
 
+      # Don't ask the user if the process is not interactive, just stop
       if (!interactive()) {
         return(invisible(transcript_data))
       }
@@ -1401,31 +1412,46 @@ speech_to_summary_workflow <- function(
   }
 
   # Manage situations where the formatted output file exists
-  if (!is.null(formatted_output_file) &&
-      isFALSE(overwrite_formatted_output) &&
+  if (!purrr::is_empty(formatted_output_file) &&
       file.exists(formatted_output_file)) {
 
-    if (interactive()) {
-      choice <- utils::menu(
-        choices = c(
-          "Overwrite the existing formatted summary file",
-          "Abort the process"
-        ),
-        title = "The formatted summary output file already exists and overwrite is FALSE. What do you want to do?"
-      )
-
-      if (choice == 2) {
-        message("Aborted by user.")
-        return(invisible(transcript_data))
-
-      } else {
-        message("Overwriting the existing formatted summary file.")
-      }
-    } else {
-      message("The formatted summary output file already exists and overwrite is FALSE.\nSet overwrite_formatted_output = TRUE to overwrite it or remove it.")
+    if (isTRUE(overwrite_formatted_output)) {
+      message("WARNING: Overwriting the existing summary output.\n",
+              "Stop the process if you want to keep the existing file.")
+    } else if (isFALSE(overwrite_formatted_output)) {
+      message(
+        "The formatted summary output file already exists and",
+        "overwrite is FALSE.\n",
+        "Set overwrite_formatted_output = TRUE to overwrite it or remove it.")
       return(invisible(transcript_data))
+    } else {
+      stop("The overwrite_formatted_output argument must be TRUE or FALSE")
     }
 
+      # isFALSE(overwrite_formatted_output) &&
+      # file.exists(formatted_output_file)) {
+
+    # if (interactive()) {
+    #   choice <- utils::menu(
+    #     choices = c(
+    #       "Overwrite the existing formatted summary file",
+    #       "Abort the process"
+    #     ),
+    #     title = "The formatted summary output file already exists and overwrite is FALSE. What do you want to do?"
+    #   )
+    #
+    #   if (choice == 2) {
+    #     message("Aborted by user.")
+    #     return(invisible(transcript_data))
+    #
+    #   } else {
+    #     message("Overwriting the existing formatted summary file.")
+    #   }
+    # } else {
+    #   message("The formatted summary output file already exists and overwrite is FALSE.\nSet overwrite_formatted_output = TRUE to overwrite it or remove it.")
+    #   return(invisible(transcript_data))
+    # }
+
   }
 
   # Common summarization arguments
@@ -1448,9 +1474,18 @@ speech_to_summary_workflow <- function(
     provider = llm_provider
   ), extra_summarise_args)
 
-  if (isFALSE(agenda)) {
+  if (isFALSE(agenda) || isFALSE(multipart_summary)) {
     # Summarize as single talk
 
+    if (validate_agenda(agenda)) {
+      #TODO: put this prompt in the set_prompts function
+      summarization_args$summary_structure <- stringr::str_glue("
+      {summary_structure}
+      Here is an agenda of the event to keep into account while summarizing:
+      {agenda}
+      Stricly follow the agenda to understand which information is worth summarizing.")
+    }
+
     formatted_summary <- do.call(summarise_transcript, summarization_args)
 
     return_vec <- c("transcript_data", "formatted_summary")