habuma / spring-ai-examples Goto Github PK
View Code? Open in Web Editor NEWExamples of using Spring AI.
Examples of using Spring AI.
Hey Craig, I'm trying to figure out how to apply this to my json api doc. This is my first time using the TokenTextSplitter. I guess I'm worried that it is sort of randomly splitting the text by length when the json has some very clear structure that would probably make more sense for splitting.
Can you point me in the right direction?
@Component
public class ReferenceDocsLoader {
private static final Logger log = LoggerFactory.getLogger(ReferenceDocsLoader.class);
private final JdbcClient jdbcClient;
private final VectorStore vectorStore;
@Value("classpath:/docs/api-docs.json")
private Resource apiDocs;
public ReferenceDocsLoader(JdbcClient jdbcClient, VectorStore vectorStore) {
this.jdbcClient = jdbcClient;
this.vectorStore = vectorStore;
}
@PostConstruct
public void init() {
Integer count = jdbcClient.sql("select count(*) from vector_store")
.query(Integer.class)
.single();
log.info("Current count of the Vector Store: {}", count);
if (count == 0) {
try {
String json = Files.readString(Paths.get(apiDocs.getURI()));
Document doc = new Document(json);
List<Document> subDocs = new TokenTextSplitter().apply(List.of(doc));
vectorStore.accept(subDocs);
} catch (IOException e) {
log.error(e.getMessage(), e);
}
}
}
}
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.