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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.
The text was updated successfully, but these errors were encountered:
Conversation JSON File Structure:
Error Handling:
The text was updated successfully, but these errors were encountered: