This project uses GPT4All project to create simple api that respond to question about generating Java code - simple code generator powered by GPT4All model.
This project uses Quarkus, the Supersonic Subatomic Java Framework. If you want to learn more about Quarkus, please visit its website: https://quarkus.io/ .
Download models: https://huggingface.co/orel12/ggml-gpt4all-j-v1.3-groovy/tree/main https://tfhub.dev/google/universal-sentence-encoder/4
Run postgresql with pgvector extension
docker run -e POSTGRES_USER=user -e POSTGRES_PASSWORD=password -p 5432:5432 -v /data:/var/lib/postgresql/data --name postgresql ankane/pgvector
Run SQL that adds ex: create database embeddings; create extension vector;
You can run your application in dev mode that enables live coding using:
./mvnw compile quarkus:dev
NOTE: Quarkus now ships with a Dev UI, which is available in dev mode only at http://localhost:8080/q/dev/.
The application can be packaged using:
./mvnw package
It produces the quarkus-run.jar
file in the target/quarkus-app/
directory.
Be aware that it’s not an über-jar as the dependencies are copied into the target/quarkus-app/lib/
directory.
The application is now runnable using java -jar target/quarkus-app/quarkus-run.jar
.
If you want to build an über-jar, execute the following command:
./mvnw package -Dquarkus.package.type=uber-jar
The application, packaged as an über-jar, is now runnable using java -jar target/*-runner.jar
.
You can create a native executable using:
./mvnw package -Dnative
Or, if you don't have GraalVM installed, you can run the native executable build in a container using:
./mvnw package -Dnative -Dquarkus.native.container-build=true
You can then execute your native executable with: ./target/quarkus-gpt-1.0.0-SNAPSHOT-runner
If you want to learn more about building native executables, please consult https://quarkus.io/guides/maven-tooling.
Steps:
Check if app is responding GET http://localhost:8080/interact
Try code generation skills of the chat (response will take around 1 min) POST http://localhost:8080/interact Content-Type: text/plain Body: write a Java program that encodes string to base64
Add a content to db: POST http://localhost:8080/interact/article Content-Type: text/plain Body: Elephant is cool
Ask a question about your's content: POST http://localhost:8080/interact/ask Content-Type: text/plain Body: What is Elephant?