base on An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents.     # Paperless-AI An automated document analyzer for Paperless-ngx using OpenAI API, Ollama and all OpenAI API compatible Services to automatically analyze and tag your documents. \ It features: Automode, Manual Mode, Ollama and OpenAI, a Chat function to query your documents with AI, a modern and intuitive Webinterface. \ \ **Following Services and OpenAI API compatible services have been successfully tested:** - Ollama - OpenAI - DeepSeek.ai - OpenRouter.ai - Perplexity.ai - Together.ai - VLLM - LiteLLM - Fastchat - Gemini (Google) - ... and there are possibly many more  ## Features ### Automated Document Management - **Automatic Scanning**: Identifies and processes new documents within Paperless-ngx. - **AI-Powered Analysis**: Leverages OpenAI API and Ollama (Mistral, Llama, Phi 3, Gemma 2) for precise document analysis. - **Metadata Assignment**: Automatically assigns titles, tags, document_type and correspondent details. ### Advanced Customization Options - **Predefined Processing Rules**: Specify which documents to process based on existing tags. *(Optional)* 🆕 - **Selective Tag Assignment**: Use only selected tags for processing. *(Disables the prompt dialog)* 🆕 - **Custom Tagging**: Assign a specific tag (of your choice) to AI-processed documents for easy identification. 🆕 ### Manual Mode - **AI-Assisted Analysis**: Manually analyze documents with AI support in a modern web interface. *(Accessible via the `/manual` endpoint)* 🆕 ### Interactive Chat Functionality - **Document Querying**: Ask questions about your documents and receive accurate, AI-generated answers. 🆕 ## Installation Visit the Wiki for installation:\ [Click here for Installation](https://github.com/clusterzx/paperless-ai/wiki/2.-Installation) ------------------------------------------- ## Docker Support The application comes with full Docker support: - Automatic container restart on failure - Health monitoring - Volume persistence for database - Resource management - Graceful shutdown handling ## Development To run the application locally without Docker: 1. Install dependencies: ```bash npm install ``` 2. Start the development server: ```bash npm run test ``` ## Contributing 1. Fork the repository 2. Create your feature branch (`git checkout -b feature/AmazingFeature`) 3. Commit your changes (`git commit -m 'Add some AmazingFeature'`) 4. Push to the branch (`git push origin feature/AmazingFeature`) 5. Open a Pull Request ## License This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details. ## Acknowledgments - [Paperless-ngx](https://github.com/paperless-ngx/paperless-ngx) for the amazing document management system - OpenAI API - The Express.js and Node.js communities for their excellent tools ## Support If you encounter any issues or have questions: 1. Check the [Issues](https://github.com/clusterzx/paperless-ai/issues) section 2. Create a new issue if yours isn't already listed 3. Provide detailed information about your setup and the problem ## Roadmap (DONE) - [x] Support for custom AI models - [x] Support for multiple language analysis - [x] Advanced tag matching algorithms - [x] Custom rules for document processing - [x] Enhanced web interface with statistics ", Assign "at most 3 tags" to the expected json: {"id":"13137","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"