Ensuring Robustness and Documentation in Summarization Process #8
Description
Description:
Our current summarization process employs iterative methods to maximize context utilization. However, we've identified potential corner cases that may lead to exceeding token count limits during text generation. This approach appears to lack sufficient safety measures and comprehensive documentation.
Action Items:
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Implement Safeguards: Develop mechanisms to ensure that token counts remain within established boundaries throughout the summarization process.
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Optimize Prompt Usage: Refine the handling of system and user prompts to enhance context management and summarization efficiency.
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Define Process Limits: Clearly establish the constraints related to context size and summarization, particularly concerning the final map-reduce operations.
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Enhance Documentation: Provide detailed documentation outlining the summarization process, including potential limitations and the implemented safeguards.