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fix(memory): enforce sqlite payload size limit

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feat(memory): add SQLite memory service #4116

fix(memory): enforce sqlite payload size limit
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Google CLA / cla/google succeeded Jan 27, 2026 in 2s

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The following contributors were found for this pull request:

3c55c6b Author: @summerx96 <sum******966​@gmail.com>, <214252223+summerx96​@users.noreply.github.com>
8bd8c13 Co-Author: @gemini-code-assist[bot] <176961590+gemini-code-assist[bot]​@users.noreply.github.com>

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