NexusMind is a high-performance, intelligent content generation and management platform built on Java 17 and Spring Boot 3.x. It integrates various AI models (like GPT-o1.5, Claude 4, Midjourney6.4, etc.) and advanced search engine technologies to deliver an efficient, personalized content creation experience.
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Microservices Architecture
- 🌟 Fast Startup: Utilizes GraalVM native images for improved startup speed and memory efficiency.
- 🔒 Secure Authentication: Implements OAuth 2.1 with JWT for robust user session and role management.
- 🛡️ Dynamic Policies: OPA for externalized policy management.
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Image Generation API
- 🎨 Creative Tools: Integrates Stable Diffusion and ControlNet for text-to-image, image-to-image, and editing.
- ⚡ Optimized Performance: Uses Project Loom for improved concurrency in image processing.
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Intelligent Prompt System
- 🤖 Smart Suggestions: Built on strongest llms, utilizing RLHF for precise content generation.
- 🚀 Fast Responses: Redis Stack accelerates prompt response times.
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Knowledge Base & Search Optimization
- 📚 Vector Databases: Employs Weaviate and Pinecone for efficient data management.
- 🔍 Enhanced Retrieval: Integrates LangChain and Neo4j for improved content relevance and understanding.
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AI Model Integration
- 🔄 Flexible Routing: Uses gRPC and GraphQL for efficient AI model switching.
- 🌈 Customizable Options: Supports multiple AI models and search engines for diverse content sourcing.
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Languages & Frameworks:
- Java 22, Spring Boot 3.x, OAuth 2.1, JWT, Redis, PostgreSQL
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AI & Machine Learning:
- GPTo1, Claude 4, Stable Diffusion, ControlNet, LangChain
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Data Technologies:
- Weaviate, Pinecone, Neo4j, OpenSearch
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Cloud & Microservices:
- GraalVM, Project Loom, Kafka, gRPC, GraphQL
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Performance Boost:
- 🚀 30% Increase in Throughput due to GraalVM and Project Loom optimizations.
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User Satisfaction:
- 😊 25% Increase in User Satisfaction through enhanced content generation capabilities.
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Knowledge Management:
- ⚡ 40% Faster Queries with Weaviate and Neo4j integration.
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Ecosystem Growth:
- 🌍 50% Reduction in Integration Time for third-party services via GraphQL Federation.
To get started with NexusMind, follow these steps:
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Clone the Repository:
git clone https://github.com/yourusername/nexusmind.git
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Navigate to the Project Directory:
cd nexusmind -
Build the Project:
./mvnw clean install
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Run the Application:
./mvnw spring-boot:run
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Access the Application:
Open your browser and go tohttp://localhost:8080.
We welcome contributions to NexusMind! Whether you're fixing bugs, adding features, or improving documentation, your help is greatly appreciated. Please follow the guidelines below to ensure a smooth contribution process.
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Fork the Repository:
- Click the Fork button at the top right of the repository page to create your own copy.
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Clone Your Fork:
git clone https://github.com/yourusername/nexusmind.git
Replace
yourusernamewith your GitHub username. -
Create a Branch:
- Create a new branch for your feature or bug fix:
git checkout -b my-feature-branch
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Make Your Changes:
- Implement your changes in the codebase. Be sure to follow the existing coding style and conventions.
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Test Your Changes:
- Run existing tests and add new ones if necessary to ensure your changes don't break anything. Use the command:
./mvnw test -
Commit Your Changes:
- Write clear and concise commit messages. Use the following format:
git commit -m "Add a brief description of your changes" -
Push to Your Fork:
git push origin my-feature-branch
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Create a Pull Request:
- Go to the original repository on GitHub and click on the Pull Requests tab.
- Click on New Pull Request.
- Select your branch from the dropdown and click Create Pull Request.
- Provide a clear description of your changes and why they are needed.
Your contributions help make NexusMind a better platform for everyone. We appreciate your time and effort!
Feel free to modify any section or add additional details specific to your project to better fit your contribution process!