yuxiqian commented on code in PR #4394: URL: https://github.com/apache/flink-cdc/pull/4394#discussion_r3245416383
########## flink-cdc-runtime/src/main/java/org/apache/flink/cdc/runtime/ai/AiTextFunctionDef.java: ########## @@ -0,0 +1,83 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.flink.cdc.runtime.ai; + +import org.apache.flink.cdc.common.types.DataType; +import org.apache.flink.cdc.common.types.DataTypes; +import org.apache.flink.cdc.common.types.RowType; + +/** + * Built-in AI text generation function definitions with their prompt templates and type metadata. + */ +public enum AiTextFunctionDef { + AI_COMPLETE( + "AI_COMPLETE", + RowType.of(new DataType[] {DataTypes.STRING()}, new String[] {"systemPrompt"}), + RowType.of(new DataType[] {DataTypes.STRING()}, new String[] {"result"}), + "%s\n"), + + AI_SUMMARIZE( + "AI_SUMMARIZE", + RowType.of(new DataType[] {DataTypes.INT()}, new String[] {"maxLength"}), + RowType.of(new DataType[] {DataTypes.STRING()}, new String[] {"summary"}), + "You are a text summarization expert. Generate an accurate, coherent, and informative " + + "summary that does not exceed %d characters.\n" + + "Output requirements:\n" + + "- summary: the summarized content\n" + + "Principles:\n" + + "- Stay within the specified length\n" + + "- Preserve core ideas and key information\n" + + "- Use concise language with clear logic\n" + + "- Maintain text coherence\n" + + "- Avoid subjective opinions\n"); + + private final String functionName; + private final RowType inputType; + private final RowType outputType; + private final String promptTemplate; + + AiTextFunctionDef( + String functionName, RowType inputType, RowType outputType, String promptTemplate) { + this.functionName = functionName; + this.inputType = inputType; + this.outputType = outputType; + this.promptTemplate = promptTemplate; + } + + public String getFunctionName() { + return functionName; + } + + /** + * Returns the additional parameter types for promptTemplate placeholders. + * + * <p>Input text parameter is always added by runtime, not included here. + */ + public RowType getInputType() { + return inputType; + } + + public RowType getOutputType() { + return outputType; + } + + /** Builds the core system prompt by filling in the template placeholders. */ + public String buildPrompt(Object... args) { + return String.format(promptTemplate, args); + } Review Comment: `promptTemplate`s are always statically defined. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
