openai-java
gRPC
openai-java | gRPC | |
---|---|---|
10 | 11 | |
4,602 | 11,207 | |
- | 0.8% | |
7.4 | 9.6 | |
6 days ago | about 17 hours ago | |
Java | Java | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
openai-java
- FLaNK Stack Weekly 12 February 2024
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How popular is Java, really
Take a look at https://github.com/TheoKanning/openai-java/blob/main/service/src/main/java/com/theokanning/openai/service/FunctionExecutor.java
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Managing AI-powered Java App With API Management
First, we need to set up a new Spring Boot application. You can use Spring Initializr to generate a new Maven project with the necessary dependencies. For this tutorial, we will need the Spring Boot Starter Web dependency. To integrate the ChatGPT API, we will use the OpenAI Java client. There is an open-source community Java library. It provides service classes that create and calls the OpenAI's GPT APIs client in Java. Of course, you can write your own implementation in Spring that interacts with OpenAI APIs too. See other client libraries for different programming languages.
- How Do I Code Roles For GPT in Processing (Java)?
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Commit-teller - Problems during the development
The openai-java has 3 modules that the developers can use, and I needed all of them to fulfil the requirements.
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Need helping building jar
implementation 'com.theokanning.openai-gpt3-java:service:0.12.0' // https://github.com/TheoKanning/openai-java
- FLaNK Stack Weekly 3 April 2023
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How to build an AI chatbot with Openfire and OpenAI Chat Completion
The Botz library adds to the already rich and extensible Openfire with the ability to create internal user bots. With the Botz library, programmers may choose to develop a virtual user or a chatbot as a plugin. Although Openfire does not really distinguish this virtual user from the real users, one could intercept messages to the chatBot from your users, and be able to respond per your needs. An example would be to integrate the Botz library with the relatively new OpenAI Java SDK to provide an AI chatBot or a ChatGPT experience for your Openfire users.
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Anyone using OpenAI/GPT LLM in production in Java ?
I am thinking to do something with openai this is a java lib.i found in the docs https://github.com/TheoKanning/openai-java but i have no further experience.
gRPC
- FLaNK Stack Weekly 12 February 2024
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Reference Count, Don't Garbage Collect
That's not true at all. Case in point In general, this is not a problem that AGC can solve. The language can help (something Java is admittedly particularly bad at) but even so, there'll always be avenues for leaks. That's just the nature of shared things. Interestingly, in the linked grpc case, the leaked memory is only half the problem -- AGC doesn't help at all with the leaked HTTP2 connection.
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Distroless Alpine
I've trialled my new image with an existing project via JLink that's heavy on Netty and gRPC the image works great (with a small tweak to exclude grpc-netty-shaded due to grpc-java#9083).
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What are the user agents?
When developing an application, the vast majority of code is written by other people. We import that code and make use of it to get whatever we need done. In this case, the developer of an various android applications are using grpc-java.
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Buf raises $93M to deprecate REST/JSON
`proto_library` for building the `.bin` file from protos works great. Generating stubs/messages for "all" languages does not. Each language does not want to implement gRPC rules, the gRPC team does not want to implement rules for each language. Sort of a deadlock situation. For example:
- C++: https://github.com/grpc/grpc/blob/master/bazel/cc_grpc_libra...
- Python: https://github.com/grpc/grpc/blob/master/bazel/python_rules....
- ObjC: https://github.com/grpc/grpc/blob/master/bazel/objc_grpc_lib...
- Java: https://github.com/grpc/grpc-java/blob/master/java_grpc_libr...
- Go (different semantics than all of the other): https://github.com/bazelbuild/rules_go/blob/master/proto/def...
But there's also no real cohesion within the community. The biggest effort to date has been in https://github.com/stackb/rules_proto which integrates with gazelle.
tl;dr: Low alignment results in diverging implementations that are complicated to understand for newcomers. Buff's approach is much more appealing as it's a "this is the one way to do the right thing" and having it just work by detecting `proto_library` and doing all of the linting/registry stuff automagically in CI would be fantastic.
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grpc_bench: open-source, objective gRPC benchmark
Small clarification (to my understanding, I'm not a Java Guru) on why Java got on top - those Java implementations use something called Direct Executor. It's super performant when there's no chance of a blocking operation. But if you are to do anything more than echo service, you might be in trouble. Other implementations probably don't suffer from the same constraint. The related discussion can be found in this PR.
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Android Java GRPC Tutorial
clone https://github.com/grpc/grpc-java
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GRPC
If you do streaming then the best option would be to use a so called manual flow control. You can find an example here.
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High performing APIs with gRPC
Another interesting link is their official grpc-java benchmarks project, which is also used in the benchmark I've posted you.
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Java 16 EA Alpine & JLink vs Graal
Both JLink (gRPC#3522) and Graal have some issues; I'm especially concerned about the Serial GC in Graal so will be putting that under some stress soon to see if that confirms my suspicions. I'll also be good when some Java 16 JRE Alpine images appear as the JDK is too bloaty.
What are some alternatives?
Flowable (V6) - A compact and highly efficient workflow and Business Process Management (BPM) platform for developers, system admins and business users.
Dubbo - The java implementation of Apache Dubbo. An RPC and microservice framework.
Quarkus - Quarkus: Supersonic Subatomic Java.
Netty - Netty project - an event-driven asynchronous network application framework
Sentinel - A powerful flow control component enabling reliability, resilience and monitoring for microservices. (面向云原生微服务的高可用流控防护组件)
Finagle - A fault tolerant, protocol-agnostic RPC system
quarkus-github-api - Quarkus extension for the Hub4j GitHub API
OkHttp - Square’s meticulous HTTP client for the JVM, Android, and GraalVM.
kubernetes-client - Java client for Kubernetes & OpenShift
Undertow - High performance non-blocking webserver
neofetch - 🖼️ A command-line system information tool written in bash 3.2+
KryoNet - TCP/UDP client/server library for Java, based on Kryo