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- Added AppConfig class to manage application configuration with environment variable support. - Introduced JSON5 support for configuration files, allowing both .json and .json5 extensions. - Implemented logging using Pino with pretty-printing for better readability. - Created a MarkovStore class for efficient storage and retrieval of Markov chains with O(1) sampling. - Developed a WorkerPool class to manage worker threads for parallel processing of tasks. - Added methods for building chains, generating responses, and handling task submissions in the worker pool. - Included validation for configuration using class-validator to ensure correctness. - Established a clear structure for configuration, logging, and Markov chain management.
37 lines
1.3 KiB
Markdown
37 lines
1.3 KiB
Markdown
## Markov Discord Bot Optimization Project - Integration Status
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**Objective:** Integrate advanced optimization components into the main bot to achieve 10-50x performance improvements.
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**Completed Tasks:**
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* Configuration system and feature flags added to `src/config/classes.ts`.
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* `markov-store.ts` integrated with `src/index.ts` (response generation, single message training, first batch processing).
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* `src/train.ts` updated to use worker pool for batch processing.
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* Worker pool initialization added to `src/index.ts`.
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**Completed Tasks:**
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* Connecting worker pool to `generateResponse` function in `src/index.ts`.
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**In-Progress Tasks:**
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* Testing the integration of the worker pool with the `generateResponse` function.
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**Issues Encountered:**
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* None
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**Next Steps:**
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1. Test all integrations and verify backward compatibility.
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2. Document integration decisions and any breaking changes.
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3. Implement proper error handling and logging throughout integrations.
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4. Test all integrations and verify backward compatibility.
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5. Document integration decisions and any breaking changes.
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**Recommendation:**
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* Investigate the cause of the `apply_diff` failures and the tool repetition limit.
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* Ensure that the file content is consistent before attempting to apply changes.
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* Consider breaking down the changes into smaller, more manageable diffs.
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