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Add JSON Training to Chatbot #1

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jana1998 opened this issue May 17, 2023 · 0 comments
Open

Add JSON Training to Chatbot #1

jana1998 opened this issue May 17, 2023 · 0 comments

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@jana1998
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Conversation JSON File Structure:

  • Define the structure of the JSON file for conversation data, including the necessary fields such as "user", "bot", and "timestamp" for each conversation turn.
  • Each conversation turn should include the user's message, the bot's response, and the corresponding timestamp.
  • Ensure that the JSON file can accommodate conversations with multiple turns and supports different conversation lengths.
  • Backend Handling:
  • Implement a backend service that receives the uploaded JSON file and processes it for LLM training.
  • Parse the JSON file to extract the conversation data and store it in a suitable format for training the LLM.
  • Implement necessary data preprocessing steps, such as tokenization and formatting, to prepare the conversation data for training.

Error Handling:

  • Handle and display appropriate error messages if the uploaded file is not in the correct JSON format or lacks essential conversation data.
  • Implement error handling for any unexpected issues that may arise during the file upload or processing.
  • Security Considerations:
  • Apply appropriate security measures to ensure the confidentiality and integrity of the uploaded JSON files.
  • Implement measures to prevent malicious file uploads or potential attacks on the system.
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