DeepSeek-V3.2DeepSeek
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TobsBotHarness
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Related Products
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About
DeepSeek-V3.2 is a next-generation open large language model designed for efficient reasoning, complex problem solving, and advanced agentic behavior. It introduces DeepSeek Sparse Attention (DSA), a long-context attention mechanism that dramatically reduces computation while preserving performance. The model is trained with a scalable reinforcement learning framework, allowing it to achieve results competitive with GPT-5 and even surpass it in its Speciale variant. DeepSeek-V3.2 also includes a large-scale agent task synthesis pipeline that generates structured reasoning and tool-use demonstrations for post-training. The model features an updated chat template with new tool-calling logic and the optional developer role for agent workflows. With gold-medal performance in the IMO and IOI 2025 competitions, DeepSeek-V3.2 demonstrates elite reasoning capabilities for both research and applied AI scenarios.
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About
Tobs is an open-source AI agent plugin for DeepSeek Harness. It lets users create persistent PersonaBots with distinct roles and conversation histories. Bots keep inspectable, file-based memory with Git version history, work in direct and group chats, delegate background assignments, run scheduled tasks, and connect to Slack, Discord, Lark/Feishu, QQ, or personal WeChat. Users configure a model provider and credentials in DeepSeek Harness; Tobs runs on a Windows, macOS, or Linux computer they manage. Beta iOS and Android companion apps provide remote chat, notifications, and approval controls. Optional browser and desktop-control tools can be permission-gated. Use cases include research, writing, coding, task handoffs, and reminders. Tobs is for people who want configurable agents that retain context across conversations and work with authorized files and messaging channels, rather than a fully managed hosted agent service.
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Supported
iPhone
Supported
iPad
Not Supported
Android
Supported
Chromebook
Not Supported
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Audience
DeepSeek-V3.2 is ideal for researchers, developers, and enterprises seeking an open, high-performance LLM optimized for deep reasoning, agent workflows, and long-context tasks
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Audience
Individuals and people coordinating personal AI agents for research, design, coding, implementation, and recurring tasks.
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Not Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Open source
Free Version
Supported
Free Trial
Not Supported
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Pricing
$0
Tobs is free to use under the MIT license. Model API usage and any hosting costs are separate and depend on the provider or host.
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationDeepSeek
Founded: 2023
China
deepseek.com
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Company InformationBotHarness
Japan
tobs.app/
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Constellation Gate AI
Supported
DeepSeek
Supported
DeepSeek Harness
Not Supported
Discord
Not Supported
GitHub
Not Supported
Hugging Face
Supported
Lark
Not Supported
Lorka
Supported
Ollama
Supported
OpenTag
Supported
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Integrations
Constellation Gate AI
Not Supported
DeepSeek
Not Supported
DeepSeek Harness
Supported
Discord
Supported
GitHub
Supported
Hugging Face
Not Supported
Lark
Supported
Lorka
Not Supported
Ollama
Not Supported
OpenTag
Not Supported
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