KaranShishodia commented on issue #387:
URL: https://github.com/apache/flink-agents/issues/387#issuecomment-3673812060
public class BatchedSummarizationOperator {
private final int batchSize;
private final LLMClient llmClient;
public BatchedSummarizationOperator(int batchSize, LLMClient llmClient) {
this.batchSize = batchSize;
this.llmClient = llmClient;
}
public String summarize(List<String> memoryItems) {
List<String> batchSummaries = new ArrayList<>();
for (int i = 0; i < memoryItems.size(); i += batchSize) {
List<String> batch = memoryItems.subList(i, Math.min(i +
batchSize, memoryItems.size()));
String summary = llmClient.summarize(batch);
batchSummaries.add(summary);
}
// Hierarchical summarization
return llmClient.summarize(batchSummaries);
}
}
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