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PPTAgent

Observation pool · not formally ranked

This project does not currently meet the main index requirement of two current dimensions across two source types.

Not ranked
Observed adoptionMissing
MomentumCurrent · 2026-09-12
31
AttentionCurrent · 2026-09-12
22
Signal confidence Based on how many independent score dimensions currently have data.
Medium2/3 · 1 source types

Methodology v2.0 · snapshot 2026-09-12 · stale after 2 days

About

We strongly recommend deploying our fine-tuned model for the best experience with our agent project. According to our experiments, it significantly outperforms existing open-source models.

Windows is not supported. If you are on Windows, please use WSL. > We strongly recommend starting with the CLI and minimum task to confirm dependencies and environment is configured correctly.

If you use the CLI, pptagent onboard can help create and update these configurations interactively. If you use Docker Compose or build from source, you should prepare them manually:

The following services can noticeably improve generation quality, especially for research depth, PDF parsing, and visual asset…

Across sources

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