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[![Version](https://img.shields.io/maven-central/v/io.quarkiverse.langchain4j/quarkus-langchain4j?logo=apache-maven&style=flat-square)](https://search.maven.org/artifact/io.quarkiverse.langchain4j/quarkus-langchain4j)
-This repository hosts various Quarkus extensions that provide deep integration between Quarkus and [Langchain4j](https://github.com/langchain4j/langchain4j), thus making it dead simple to integrate LLMs into your Quarkus applications.
+This repository contains Quarkus extensions that facilitate seamless integration between Quarkus and [Langchain4j](https://github.com/langchain4j/langchain4j), enabling easy incorporation of Large Language Models (LLMs) into your Quarkus applications.
+
+## Features
+
+Here is a non-exhaustive list of features that are currently supported:
+
+- Declarative AI services
+- Integration with diverse LLMs (OpenAI GPTs, Hugging Faces, Ollama...)
+- Tool support
+- Embedding support
+- Document store integration (Redis, Chroma...)
+- Native compilation support
+- Integration with Quarkus observability stack (metrics, tracing...)
## Documentation
-The documentation for this extension can be found [here](https://github.com/quarkiverse/quarkus-langchain4j/tree/main/docs).
+Refer to the comprehensive [documentation](https://github.com/quarkiverse/quarkus-langchain4j/tree/main/docs) for detailed information and usage guidelines.
## Samples
-Samples be found [here](https://github.com/quarkiverse/quarkus-langchain4j/tree/main/samples).
-Furthermore, the [integration tests](https://github.com/quarkiverse/quarkus-langchain4j/tree/main/integration-tests) can also provide samples on how to use the extensions.
+Check out the [samples](https://github.com/quarkiverse/quarkus-langchain4j/tree/main/docs) and [integration tests](https://github.com/quarkiverse/quarkus-langchain4j/tree/main/integration-tests) to gain practical insights on how to use these extensions effectively.
+
+## Getting Started
+
+To incorporate Quarkus Langchain4j into your Quarkus project, add the following Maven dependency:
+
+```xml
+
+ io.quarkiverse.langchain4j
+ quarkus-langchain4j-openai
+ {latest-version}
+
+```
+
+or, to use hugging face:
+
+```xml
+
+ io.quarkiverse.langchain4j
+ quarkus-langchain4j-huggingface
+ {latest-version}
+
+```
+
+Make sure to replace {latest-version} with the most recent release version available on [Maven Central](https://search.maven.org/artifact/io.quarkiverse.langchain4j/quarkus-langchain4j).
+
+## Contributing
+
+Feel free to contribute to this project by submitting issues or pull requests.
+## License
+This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.