#1 / github / score 187
The agent that grows with you
- Hook: 验证安装、输出和适用边界。
- Demo angle: Run or inspect the smallest quickstart/example; record the exact command, input, and first output.
- Limitation: Stars and recent activity can overstate production readiness; test install friction and maintenance quality.
#2 / github / score 175
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
- Hook: 验证安装、输出和适用边界。
- Demo angle: Run or inspect the smallest quickstart/example; record the exact command, input, and first output.
- Limitation: Stars and recent activity can overstate production readiness; test install friction and maintenance quality.
#3 / github / score 172
An open-source AI agent that brings the power of Gemini directly into your terminal.
- Hook: 验证安装、输出和适用边界。
- Demo angle: Run or inspect the smallest quickstart/example; record the exact command, input, and first output.
- Limitation: Stars and recent activity can overstate production readiness; test install friction and maintenance quality.
#4 / github / score 170
The agent engineering platform.
- Hook: 验证安装、输出和适用边界。
- Demo angle: Run or inspect the smallest quickstart/example; record the exact command, input, and first output.
- Limitation: Stars and recent activity can overstate production readiness; test install friction and maintenance quality.
#5 / youtube / score 137
Tao Prompts / 5 days ago / 35,739 views
- Hook: 验证方法是否可复现，避免照搬原视频。
- Demo angle: Pick one promised technique and reproduce it with a tiny input instead of summarizing the full video.
- Limitation: Platform popularity is not proof of quality; validate the workflow before recommending it.
#6 / youtube / score 136
Youri van Hofwegen / 6 days ago / 36,993 views
- Hook: 验证方法是否可复现，避免照搬原视频。
- Demo angle: Pick one promised technique and reproduce it with a tiny input instead of summarizing the full video.
- Limitation: Platform popularity is not proof of quality; validate the workflow before recommending it.
#7 / bilibili / score 135
热爱学习的芙莉莲 / 野生技能协会
- Hook: 验证方法是否可复现，避免照搬原视频。
- Demo angle: Pick one promised technique and reproduce it with a tiny input instead of summarizing the full video.
- Limitation: Platform popularity is not proof of quality; validate the workflow before recommending it.
#8 / bilibili / score 125
https://youtu.be/jNQXAC9IVRw?si=A7KyLmhEFYX890nb 我在动物园 240p
- Hook: 验证方法是否可复现，避免照搬原视频。
- Demo angle: Pick one promised technique and reproduce it with a tiny input instead of summarizing the full video.
- Limitation: Platform popularity is not proof of quality; validate the workflow before recommending it.
#9 / bilibili / score 124
这期看 Open-LLM-VTuber，一个开源 AI 虚拟人框架。它把语音识别、LLM、TTS、Live2D 角色前端串成一条互动链路，让 AI 不只停在聊天框里，而是可以听你说话、生成回复、开口回答，还能用角色形象演出来。 项目地址： https://github.com/Open-LLM-VTuber/Open-LLM-VTuber
- Hook: 验证方法是否可复现，避免照搬原视频。
- Demo angle: Pick one promised technique and reproduce it with a tiny input instead of summarizing the full video.
- Limitation: Platform popularity is not proof of quality; validate the workflow before recommending it.
#10 / hn / score 109
Show HN: Lathe – Use LLMs to learn a new domain, not skip past it
- Hook: 验证来源、证据和可讲边界。
- Demo angle: Cluster the top objections and strongest supporting comments into three viewer-safe claims.
- Limitation: Treat this as a signal, not a guarantee of views, revenue, or technical maturity.
#11 / hn / score 102
Show HN: We built a tool to dub any video in the original voice in 40 languages
- Hook: 验证来源、证据和可讲边界。
- Demo angle: Cluster the top objections and strongest supporting comments into three viewer-safe claims.
- Limitation: Treat this as a signal, not a guarantee of views, revenue, or technical maturity.
#12 / arxiv / score 80
This manuscript contains a collection of counterintuitive problems in discrete probability, together with detailed solutions. The dataset was constructed as part of a broader research project investigating the capabilities of the latest-generation Large Language Models (LLMs) in solving discrete probability problems, in order to assess whether LLMs tend to m
- Hook: 验证来源、证据和可讲边界。
- Demo angle: Choose one claim that can be explained without requiring private data or unreleased code.
- Limitation: Research papers may be too early for mainstream creators; translate into a practical demo or skip.