diff --git a/README.md b/README.md
index 97c95c42..9bc5f954 100644
--- a/README.md
+++ b/README.md
@@ -37,9 +37,9 @@ We believe that the automatic evolution of R&D will lead to solutions of signifi
R&D is a very general scenario. The advent of RDAgent can be your
-- 💰 **Automatic Quant Factory** [(🎥Demo Video)](https://rdagent.azurewebsites.net/factor_loop)
-- 🤖 **Data Mining Agent:** Iteratively proposing data [(🎥Demo Video)](https://rdagent.azurewebsites.net/dmm) & models [(🎥Demo Video)](https://rdagent.azurewebsites.net/model_loop) and implementing them by gaining knowledge from data.
-- 🦾 **Research Copilot:** Auto read research papers [(🎥Demo Video)](https://rdagent.azurewebsites.net/report_model) / financial reports [(🎥Demo Video)](https://rdagent.azurewebsites.net/report_factor) and implement model structures or building datasets.
+- 💰 **Automatic Quant Factory** ([🎥Demo Video](https://rdagent.azurewebsites.net/factor_loop)|[▶️YouTube](https://www.youtube.com/watch?v=X4DK2QZKaKY&t=6s))
+- 🤖 **Data Mining Agent:** Iteratively proposing data & models ([🎥Demo Video 1](https://rdagent.azurewebsites.net/model_loop)|[▶️YouTube](https://www.youtube.com/watch?v=dm0dWL49Bc0&t=104s)) ([🎥Demo Video 2](https://rdagent.azurewebsites.net/dmm)|[▶️YouTube](https://www.youtube.com/watch?v=VIaSTZuoZg4)) and implementing them by gaining knowledge from data.
+- 🦾 **Research Copilot:** Auto read research papers ([🎥Demo Video](https://rdagent.azurewebsites.net/report_model)|[▶️YouTube](https://www.youtube.com/watch?v=BiA2SfdKQ7o)) / financial reports ([🎥Demo Video](https://rdagent.azurewebsites.net/report_factor)|[▶️YouTube](https://www.youtube.com/watch?v=ECLTXVcSx-c)) and implement model structures or building datasets.
- ...
You can click the links above to view the demo. We're continuously adding more methods and scenarios to the project to enhance your R&D processes and boost productivity.
@@ -164,9 +164,9 @@ The supported scenarios are listed below:
| Scenario/Target | Model Implementation | Data Building |
| -- | -- | -- |
-| **💹 Finance** | 🤖 [Iteratively Proposing Ideas & Evolving](https://rdagent.azurewebsites.net/model_loop) | 🤖 [Iteratively Proposing Ideas & Evolving](https://rdagent.azurewebsites.net/factor_loop)
🦾 [Auto reports reading & implementation](https://rdagent.azurewebsites.net/report_factor) |
-| **🩺 Medical** | 🤖 [Iteratively Proposing Ideas & Evolving](https://rdagent.azurewebsites.net/dmm) | - |
-| **🏭 General** | 🦾 [Auto paper reading & implementation](https://rdagent.azurewebsites.net/report_model) | - |
+| **💹 Finance** | 🤖 [Iteratively Proposing Ideas & Evolving](https://rdagent.azurewebsites.net/model_loop)[▶️YouTube](https://www.youtube.com/watch?v=dm0dWL49Bc0&t=104s) | 🤖 [Iteratively Proposing Ideas & Evolving](https://rdagent.azurewebsites.net/factor_loop) [▶️YouTube](https://www.youtube.com/watch?v=X4DK2QZKaKY&t=6s)
🦾 [Auto reports reading & implementation](https://rdagent.azurewebsites.net/report_factor)[▶️YouTube](https://www.youtube.com/watch?v=ECLTXVcSx-c) |
+| **🩺 Medical** | 🤖 [Iteratively Proposing Ideas & Evolving](https://rdagent.azurewebsites.net/dmm)[▶️YouTube](https://www.youtube.com/watch?v=VIaSTZuoZg4) | - |
+| **🏭 General** | 🦾 [Auto paper reading & implementation](https://rdagent.azurewebsites.net/report_model)[▶️YouTube](https://www.youtube.com/watch?v=BiA2SfdKQ7o) | - |
Different scenarios vary in entrance and configuration. Please check the detailed setup tutorial in the scenarios documents.