org.apache.camel.spi.Tokenizer Maven / Gradle / Ivy
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* 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,
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package org.apache.camel.spi;
import org.apache.camel.Exchange;
/**
* An interface for tokenizing text data. Typically used for machine learning, artificial intelligence and interacting
* with vector databases.
*
* Implementations of this interface should provide a way to configure the tokenizer, and then use that configuration to
* tokenize the data in the Exchange.
*/
public interface Tokenizer {
/**
* A nested interface representing the configuration options for this tokenizer.
*
* Implementors of this interface can set the maximum number of tokens, the maximum overlap between tokens, and the
* type of tokenization being performed.
*/
interface Configuration {
/**
* Sets the maximum number of tokens to be produced by the tokenizer.
*
* @param maxTokens the new maximum number of tokens
*/
void setMaxTokens(int maxTokens);
/**
* Sets the maximum overlap between tokens, where an overlap is defined as the number of characters that are
* common between two adjacent segments.
*
* @param maxOverlap the new maximum overlap
*/
void setMaxOverlap(int maxOverlap);
/**
* Sets the type of tokenization being performed by this tokenizer. This can typically be specific to the
* implementation.
*
* @param type the tokenization type
*/
void setType(String type);
}
/**
* Creates a new configuration for this tokenizer, with default values.
*
* @return a new Configuration object
*/
Configuration newConfiguration();
/**
* Configures this tokenizer using the provided configuration options.
*
* @param configuration the configuration to use
*/
void configure(Configuration configuration);
/**
* Returns the name of this tokenizer, which can be used for identification or logging purposes.
*
* @return the name of this tokenizer
*/
String name();
/**
* Tokenizes the data in the provided Exchange using the current configuration options.
*
* @param exchange the Exchange to tokenize
* @return an array of tokens produced by the tokenizer
*/
String[] tokenize(Exchange exchange);
}
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