SlothSummarizer: Open-Source Offline Tool Condenses Chat Logs Using Local AI

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A developer has released SlothSummarizer, a small local script that uses the open-weight llama3.2 model via Ollama to summarize chat logs. The tool reads the last 4,000 characters of a conversation file and returns a two-line summary plus up to three action items. The developer iteratively refined the prompt so the model kept its output brief and within those limits. In a test on a 300-message WhatsApp project group export, the tool produced its result in about 8 seconds of local inference, compared with roughly 12 minutes of manual reading. The project emphasizes local, privacy-focused processing, since no data needs to leave the user's machine.

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