Submit a list of LLMMessage objects to Gemini's batch API

Returns a named list (same as input) with batch_id and json attributes.

Usage

send_gemini_batch(
  .llms,
  .model = "gemini-2.5-flash",
  .temperature = NULL,
  .max_output_tokens = NULL,
  .top_p = NULL,
  .top_k = NULL,
  .presence_penalty = NULL,
  .frequency_penalty = NULL,
  .stop_sequences = NULL,
  .safety_settings = NULL,
  .json_schema = NULL,
  .grounding_threshold = NULL,
  .timeout = 120,
  .dry_run = FALSE,
  .max_tries = 3,
  .display = "tidyllm_batch",
  .id_prefix = "tidyllm_gemini_req_"
)

Arguments

.llms

List of LLMMessage objects (named or unnamed).

.model

The model identifier (default: "gemini-1.5-flash").

.temperature

Controls randomness (default: NULL, range: 0–2).

.max_output_tokens

Maximum tokens in the response (default: NULL).

.top_p

Nucleus sampling (default: NULL, range: 0–1).

.top_k

Diversity in token selection (default: NULL).

.presence_penalty

Penalizes new tokens (default: NULL, -2 to 2).

.frequency_penalty

Penalizes frequent tokens (default: NULL, -2 to 2).

.stop_sequences

Character vector or NULL (up to 5).

.safety_settings

Optional list of safety settings (default: NULL).

.json_schema

Optional schema to enforce output structure.

.grounding_threshold

Optional grounding threshold (0–1) to enable Google Search.

.timeout

Timeout in seconds (default: 120).

.dry_run

If TRUE, returns the constructed request (default: FALSE).

.max_tries

Maximum retry attempts (default: 3).

.display

Display name for this batch (default: "tidyllm_batch").

.id_prefix

Prefix for message IDs (default: "tidyllm_gemini_req_").

Value

Named list of LLMMessage objects with attributes batch_id and json