Workshop Summary

Congratulations on completing the workshop! Let's recap what you've learned and built throughout this journey.

In this workshop you built a deep researcher that uses DeepSeek R1 to complete the following steps:

1. Query Generation: Query generation based on the users research topic input
2. Web Search: Searching the web based on the generated query
3. Summarization: Summarization of the web search results into a report
4. Knowledge Gap Identification: Reflection on the summary and identification of specific knowledge gaps to fill
5. Follow-up search cycles: Iterative search and reflection cycles based on identified gaps
6. Final Report: Synthesis of all findings into a comprehensive report

In completing the workshop you learnt:

• What a reasoning model is and how to use DeepSeek R1
• How to use reasoning models with tools like Tavily web search for optimum search results
• What LangGraph is and how to implement reflection style archictecture with it
• How to use LangGraph to perform iterative research cycles to build comprehensive knowledge
• How to launch the final application

By understanding the core components and patterns, you can extend this framework to solve a wide range of problems!

Thank you for participating in this workshop. We hope you've gained valuable skills.

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