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# 2025-02-08 23:22:38.212430 |
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+y |
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# 2025-02-08 23:22:57.419739 |
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+/chat-mode ask |
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# 2025-02-08 23:24:33.552232 |
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+prepare a detailed plan on developing gradio based python app, whuch is supposed to be deployed in huggingface spaces |
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# 2025-02-08 23:29:08.881133 |
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+/chat-mode code |
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# 2025-02-08 23:29:21.816617 |
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+utilize plan you developed |
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# 2025-02-08 23:32:06.810403 |
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+d |
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# 2025-02-08 23:35:36.122134 |
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+go on with the dev process |
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# 2025-02-08 23:39:59.343638 |
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+lets go with "Step 2: Create the App Structure" you described earlier, .\Temp\FirstPlan.md contains all the plan you came up with |
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# 2025-02-08 23:40:37.947673 |
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+D |
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# 2025-02-08 23:40:45.927286 |
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+y |
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# 2025-02-08 23:45:23.694379 |
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+"1 Create a main.py File |
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# 2025-02-08 23:45:26.422815 |
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+ β’ This file will serve as the entry point for your app. |
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# 2025-02-08 23:45:28.936773 |
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+ β’ Example: |
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# 2025-02-08 23:45:31.686504 |
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+ |
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# 2025-02-08 23:45:38.256751 |
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+ from transformers import AutoModelForTokenClassification, AutoTokenizer |
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# 2025-02-08 23:45:40.998452 |
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+ from gradio import GradioChatInterface |
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# 2025-02-08 23:45:59.093926 |
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+/ls |
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# 2025-02-08 23:46:19.028287 |
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+/commit |
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# 2025-02-08 23:48:22.401343 |
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+/ls |
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# 2025-02-08 23:48:37.408558 |
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+/add Temp\PlanStep02.md |
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# 2025-02-08 23:48:49.358470 |
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+/read-only Temp\PlanStep02.md |
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# 2025-02-08 23:50:02.095410 |
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+read Temp\PlanStep02.md content and implement the steps described |
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# 2025-02-08 23:51:01.815179 |
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+D |
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# 2025-02-08 23:51:05.837999 |
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+y |
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# 2025-02-08 23:54:57.784560 |
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+<SystemPrompt> |
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+After doing the changes, summarize the changes using proper markdown output in a defined xml block. |
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+Use the following format: |
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+<aider-intention> |
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+Describe the changes you plan to make here |
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+</aider-intention> |
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+The actual changes go here |
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+<aider-summary> |
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+The summary content goes here |
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+</aider-summary> |
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+</SystemPrompt> |
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+<UserPrompt>Analyze and refactor the following files to implement common coding principles: [P:/AI/CodeSpaces/HuggingFaceFirstApp/FirstApp/app.py, P:/AI/CodeSpaces/HuggingFaceFirstApp/FirstApp/model.py] |
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+Principles to follow sorted by importance: |
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+- KISS principle - Keep It Simple, Stupid |
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+- DRY (Don't Repeat Yourself) principle |
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+- YAGNI principle - You Ain't Gonna Need It |
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+- Clean code principles |
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+- SOLID principles |
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+- Only add comments when naming is not sufficient to explain the code |
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+ |
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+Please follow these steps: |
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+1. Review the code for adherence to clean code principles: |
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+ - Meaningful names for variables, functions, and classes |
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+ - Functions that do one thing |
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+ - DRY (Don't Repeat Yourself) principle |
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+ - Proper formatting and organization |
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+ |
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+2. Analyze the code structure for adherence to SOLID principles: |
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+ - Single Responsibility Principle |
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+ - Open-Closed Principle |
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+ - Liskov Substitution Principle |
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+ - Interface Segregation Principle |
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+ - Dependency Inversion Principle |
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+ |
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+3. Refactor the code to improve its adherence to these principles: |
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+ - Break down large functions or classes |
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+ - Extract reusable code into separate functions or classes |
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+ - Use appropriate design patterns where applicable |
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+ - Improve naming conventions |
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+ - Add or update comments and documentation |
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+ |
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+4. Ensure that the refactored code maintains the original functionality. |
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+ |
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+5. Provide a detailed explanation of the changes made, including: |
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+ - Which clean code principles were applied and how |
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+ - Which SOLID principles were addressed and how |
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+ - Any design patterns or architectural improvements implemented |
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+ |
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+Please make these refactorings while preserving the overall structure and functionality of the code. If any changes might affect the behavior of the code, highlight these in your explanation. |
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+IMPORTANT: The most important principle to follow is the KISS principle. It means that you should always strive to keep your code as simple as possible, without sacrificing readability or maintainability.</UserPrompt> |
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# 2025-02-09 00:02:17.011679 |
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+clean up model.py |
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# 2025-02-09 16:04:20.903988 |
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+<SystemPrompt> |
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+You are working in a plan based mode with plan files in .coding-aider-plans: |
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+ |
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+File Requirements: |
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+1. Start plans with [Coding Aider Plan] |
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+2. Start checklists with [Coding Aider Plan - Checklist] |
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+3. Checklist items should be atomic and use markdown checkboxes (i.e. - [ ] Taskdescription) |
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+3. Use consistent naming: feature_name.md, _checklist.md, _context.yaml |
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+4. Cross-reference files using markdown links |
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+ |
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+## Content Guidelines: |
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+- Plans: High-level feature descriptions and major implementation details |
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+- Checklists: Fine-grained implementation steps |
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+- Context YAML format: |
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+``` |
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+ --- |
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+ files: |
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+ - path: full/path/to/file |
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+ readOnly: false |
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+``` |
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+No plan exists yet. Write a detailed description of the requested feature and the needed changes. |
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+The main plan file should include these sections: ## Overview, ## Problem Description, ## Goals, ## Additional Notes and Constraints, ## References |
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+Save the plan in a new markdown file with a suitable name in the .coding-aider-plans directory. |
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+ |
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+Create subplans only if necessary. Use subplans when: |
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+1. A feature requires many changes across plenty of components |
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+2. Different team members could work on parts independently |
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+3. A component needs its own detailed planning |
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+Subplan Requirements: |
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+1. Name format: mainplan_subfeature (e.g. authentication_login) |
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+2. Create all three files per subplan: |
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+ - mainplan_subfeature.md |
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+ - mainplan_subfeature_checklist.md |
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+ - mainplan_subfeature_context.yaml |
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+3. Reference format in main plan: |
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+ <!-- SUBPLAN:mainplan_subfeature --> |
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+ [Subplan: Subfeature Name](mainplan_subfeature.md) |
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+ <!-- END_SUBPLAN --> |
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+4. Add to main checklist: - [ ] Complete subfeature implementation |
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+5. Subplan checklists need: |
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+ - Atomic tasks with - [ ] checkboxes |
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+ - Implementation-specific details |
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+ - Clear dependency markers |
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+6. Ensure the main plan checklist properly delegates actual implementation to the subplans |
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+7. Ensure the main plan references all subplans |
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+8. Only create subplans if necessary |
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+Create separate checklist and context.yaml files for the main plan and each subplan to track the progress of implementing the plan. |
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+For the context.yaml, consider all provided files and add relevant files to the affected context.yaml. |
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+Only proceed with changes after creating and committing the plan files. |
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+Ensure that you stick to the defined editing format when creating or editing files, e.g. only have the filepath above search blocks. |
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+Make sure to commit the creation of all plan files even if you think you need additional files to implement the plan. |
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+Don't start the implementation until the plan files are committed. |
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+</SystemPrompt> |
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+<UserPrompt> Create a comprehensive and well-structured development plan for a Python application utilizing Gradio as the front-end interface and deployed on Hugging Face Spaces. The application should integrate state-of-the-art Text-to-Speech (TTS) and Speech-to-Text (STT) models, ensuring seamless bidirectional audio-text conversion. The plan should include: |
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+ |
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+Project Scope & Objectives β Define the application's purpose, key features, and user experience goals. |
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+Technology Stack & Model Selection β Choose appropriate TTS and STT models (e.g., OpenAI Whisper, Coqui TTS, VITS, or Mozilla TTS) and specify any additional frameworks, dependencies, or APIs required. |
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+System Architecture β Outline the application's architecture, including model inference pipeline, input/output handling, caching, and optimizations for real-time performance. |
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+Gradio UI/UX Design β Design an intuitive and user-friendly interface, considering interactive elements, multilingual support, and accessibility features. |
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+Deployment Strategy β Detail the steps for hosting on Hugging Face Spaces, including environment setup, dependency management, and containerization (if needed). |
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+Performance Optimization & Scalability β Discuss techniques for reducing latency, handling concurrent requests, and leveraging hardware acceleration (e.g., GPU on Spaces). |
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+Testing & Evaluation β Define a strategy for functional testing, user acceptance testing (UAT), and performance benchmarking of the TTS/STT models. |
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+Security & Privacy Considerations β Address data security, compliance with privacy regulations (GDPR, etc.), and potential risks associated with handling user audio data. |
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+Maintenance & Future Enhancements β Plan for future updates, model fine-tuning, additional language support, and potential AI improvements. |
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+The development plan should be precise, actionable, and well-structured, catering to both technical feasibility and an optimal end-user experience. </UserPrompt> |
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# 2025-02-09 16:08:32.564824 |
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+<SystemPrompt> |
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+You are working in a plan based mode with plan files in .coding-aider-plans: |
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+ |
|
+File Requirements: |
|
+1. Start plans with [Coding Aider Plan] |
|
+2. Start checklists with [Coding Aider Plan - Checklist] |
|
+3. Checklist items should be atomic and use markdown checkboxes (i.e. - [ ] Taskdescription) |
|
+3. Use consistent naming: feature_name.md, _checklist.md, _context.yaml |
|
+4. Cross-reference files using markdown links |
|
+ |
|
+## Content Guidelines: |
|
+- Plans: High-level feature descriptions and major implementation details |
|
+- Checklists: Fine-grained implementation steps |
|
+- Context YAML format: |
|
+``` |
|
+ --- |
|
+ files: |
|
+ - path: full/path/to/file |
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+ readOnly: false |
|
+``` |
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+No plan exists yet. Write a detailed description of the requested feature and the needed changes. |
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+The main plan file should include these sections: ## Overview, ## Problem Description, ## Goals, ## Additional Notes and Constraints, ## References |
|
+Save the plan in a new markdown file with a suitable name in the .coding-aider-plans directory. |
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+ |
|
+Create subplans only if necessary. Use subplans when: |
|
+1. A feature requires many changes across plenty of components |
|
+2. Different team members could work on parts independently |
|
+3. A component needs its own detailed planning |
|
+Subplan Requirements: |
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+1. Name format: mainplan_subfeature (e.g. authentication_login) |
|
+2. Create all three files per subplan: |
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+ - mainplan_subfeature.md |
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+ - mainplan_subfeature_checklist.md |
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+ - mainplan_subfeature_context.yaml |
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+3. Reference format in main plan: |
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+ <!-- SUBPLAN:mainplan_subfeature --> |
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+ [Subplan: Subfeature Name](mainplan_subfeature.md) |
|
+ <!-- END_SUBPLAN --> |
|
+4. Add to main checklist: - [ ] Complete subfeature implementation |
|
+5. Subplan checklists need: |
|
+ - Atomic tasks with - [ ] checkboxes |
|
+ - Implementation-specific details |
|
+ - Clear dependency markers |
|
+6. Ensure the main plan checklist properly delegates actual implementation to the subplans |
|
+7. Ensure the main plan references all subplans |
|
+8. Only create subplans if necessary |
|
+Create separate checklist and context.yaml files for the main plan and each subplan to track the progress of implementing the plan. |
|
+For the context.yaml, consider all provided files and add relevant files to the affected context.yaml. |
|
+Only proceed with changes after creating and committing the plan files. |
|
+Ensure that you stick to the defined editing format when creating or editing files, e.g. only have the filepath above search blocks. |
|
+Make sure to commit the creation of all plan files even if you think you need additional files to implement the plan. |
|
+Don't start the implementation until the plan files are committed. |
|
+</SystemPrompt> |
|
+<UserPrompt> Create a comprehensive and well-structured development plan for a Python application utilizing Gradio as the front-end interface and deployed on Hugging Face Spaces. The application should integrate state-of-the-art Text-to-Speech (TTS) and Speech-to-Text (STT) models, ensuring seamless bidirectional audio-text conversion. The plan should include: |
|
+ |
|
+Project Scope & Objectives β Define the application's purpose, key features, and user experience goals. |
|
+Technology Stack & Model Selection β Choose appropriate TTS and STT models (e.g., OpenAI Whisper, Coqui TTS, VITS, or Mozilla TTS) and specify any additional frameworks, dependencies, or APIs required. |
|
+System Architecture β Outline the application's architecture, including model inference pipeline, input/output handling, caching, and optimizations for real-time performance. |
|
+Gradio UI/UX Design β Design an intuitive and user-friendly interface, considering interactive elements, multilingual support, and accessibility features. |
|
+Deployment Strategy β Detail the steps for hosting on Hugging Face Spaces, including environment setup, dependency management, and containerization (if needed). |
|
+Performance Optimization & Scalability β Discuss techniques for reducing latency, handling concurrent requests, and leveraging hardware acceleration (e.g., GPU on Spaces). |
|
+Testing & Evaluation β Define a strategy for functional testing, user acceptance testing (UAT), and performance benchmarking of the TTS/STT models. |
|
+Security & Privacy Considerations β Address data security, compliance with privacy regulations (GDPR, etc.), and potential risks associated with handling user audio data. |
|
+Maintenance & Future Enhancements β Plan for future updates, model fine-tuning, additional language support, and potential AI improvements. |
|
+The development plan should be precise, actionable, and well-structured, catering to both technical feasibility and an optimal end-user experience., before each commit, make a note with a post in the development of the project in a specially prepared for this purpose file report.md in the main folder of the project </UserPrompt> |
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# 2025-02-09 16:23:44.441204 |
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+keep planing |
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# 2025-02-09 16:30:08.808995 |
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+/commit |
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# 2025-02-09 16:35:21.659306 |
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+<SystemPrompt> |
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+After doing the changes, summarize the changes using proper markdown output in a defined xml block. |
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+Use the following format: |
|
+<aider-intention> |
|
+Describe the changes you plan to make here |
|
+</aider-intention> |
|
+The actual changes go here |
|
+<aider-summary> |
|
+The summary content goes here |
|
+</aider-summary> |
|
+</SystemPrompt> |
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+<UserPrompt>Fix this error: |
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+P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\.FirstApp_env\python.exe P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\app.py |
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+None of PyTorch, TensorFlow >= 2.0, or Flax have been found. Models won't be available and only tokenizers, configuration and file/data utilities can be used. |
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+Traceback (most recent call last): |
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+ File P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\app.py, line 18, in <module> |
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+ app.mount(/static, StaticFiles(directory=static), name=static) |
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+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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+ File P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\.FirstApp_env\Lib\site-packages\starlette\staticfiles.py, line 56, in __init__ |
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+ raise RuntimeError(fDirectory |
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# 2025-02-09 16:39:11.547619 |
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+<SystemPrompt> |
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+After doing the changes, summarize the changes using proper markdown output in a defined xml block. |
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+Use the following format: |
|
+<aider-intention> |
|
+Describe the changes you plan to make here |
|
+</aider-intention> |
|
+The actual changes go here |
|
+<aider-summary> |
|
+The summary content goes here |
|
+</aider-summary> |
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+</SystemPrompt> |
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+<UserPrompt>Fix this error: |
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+P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\.FirstApp_env\python.exe P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\app.py |
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+None of PyTorch, TensorFlow >= 2.0, or Flax have been found. Models won't be available and only tokenizers, configuration and file/data utilities can be used. |
|
+Traceback (most recent call last): |
|
+ File P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\app.py, line 18, in <module> |
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+ app.mount(/static, StaticFiles(directory=static), name=static) |
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+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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+ File P:\AI\CodeSpaces\HuggingFaceFirstApp\FirstApp\.FirstApp_env\Lib\site-packages\starlette\staticfiles.py, line 56, in __init__ |
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+ raise RuntimeError(fDirectory |
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# 2025-02-09 17:11:13.723699 |
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+y |
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# 2025-02-09 17:11:19.372604 |
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+/ls |
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