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* docs: Dagster integration Signed-off-by: Anush008 <anushshetty90@gmail.com> * docs: Solon Signed-off-by: Anush008 <anushshetty90@gmail.com> * Update dagster.md --------- Signed-off-by: Anush008 <anushshetty90@gmail.com>
95 lines
2.5 KiB
Markdown
95 lines
2.5 KiB
Markdown
---
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title: Solon
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---
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# Solon
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[Solon](https://solon.noear.org) is a lightweight, high-performance Java enterprise framework designed for efficient, eco-friendly development. It enhances concurrency, reduces memory usage, speeds up startup, minimizes packaging size, and supports Java 8 to Java 23, offering a flexible alternative to Spring.
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Qdrant is available as a component in Solon-AI for efficient vector indexing and retrievals.
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## Installation
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```xml
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<dependency>
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<groupId>org.noear</groupId>
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<artifactId>solon-ai-repo-qdrant</artifactId>
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</dependency>
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```
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This is the main extension plugin for **solon-ai**, which provides the `QdrantRepository` knowledge base.
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## Configuration
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When using `QdrantRepository`, an embedding model needs to be configured.
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```yaml
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solon.ai.embed:
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bgem3:
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apiUrl: "http://127.0.0.1:11434/api/embed"
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provider: "ollama"
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model: "bge-m3:latest"
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solon.ai.repo:
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qdrant:
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host: "localhost"
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port: 6334
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useSsl: false
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```
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You can now instantiate the embedding model and Qdrant.
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```java
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@Configuration
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public class DemoConfig {
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// Create the embedding model
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@Bean
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public EmbeddingModel embeddingModel(@Inject("${solon.ai.embed.bgem3}") EmbeddingConfig config) {
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return EmbeddingModel.of(config).build();
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}
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// Configure the QdrantClient using QdrantGrpcClient
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@BindProps(prefix = "solon.ai.repo.qdrant")
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@Bean
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public QdrantClient qdrantClient(@Value("${solon.ai.repo.qdrant.host}") String host,
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@Value("${solon.ai.repo.qdrant.port}") int port,
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@Value("${solon.ai.repo.qdrant.useSsl}") boolean useSsl) {
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return new QdrantClient(
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QdrantGrpcClient.newBuilder(host, port, useSsl).build()
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);
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}
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// Initialize the Qdrant knowledge base
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@Bean
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public QdrantRepository repository(EmbeddingModel embeddingModel, QdrantClient client) {
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return new QdrantRepository(embeddingModel, client);
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}
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}
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```
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## Usage
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```java
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@Component
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public class DemoService {
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@Inject
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private QdrantRepository repository;
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// Add documents to the repository
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public void addDocument(List<Document> docs) {
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repository.insert(docs);
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}
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// Search for documents based on a query
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public List<Document> findDocument(String query) {
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return repository.search(query);
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}
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}
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```
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## Next steps
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- Solon [Documentation](https://solon.noear.org).
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- Solon [Source](https://github.com/opensolon/solon)
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