fix: strict evaluator

README.md

@@ -1,6 +1,6 @@
 # DeepResearch
 
-[Official UI](https://search.jina.ai/) | [UI Code](https://github.com/jina-ai/deepsearch-ui) | [Official API](https://jina.ai/deepsearch) | [Blog](https://jina.ai/news/a-practical-guide-to-implementing-deepsearch-deepresearch)
+[Official UI](https://search.jina.ai/) | [UI Code](https://github.com/jina-ai/deepsearch-ui) | [Stable API](https://jina.ai/deepsearch) | [Blog](https://jina.ai/news/a-practical-guide-to-implementing-deepsearch-deepresearch)
 
 Keep searching, reading webpages, reasoning until an answer is found (or the token budget is exceeded). Useful for deeply investigating a query.
 
@@ -32,11 +32,11 @@ flowchart LR
 
 Whether you like this implementation or not, I highly recommend you to read DeepSearch/DeepResearch implementation guide I wrote, which gives you a gentle intro to this topic.
 
-- [English](https://jina.ai/news/a-practical-guide-to-implementing-deepsearch-deepresearch)
-- [中文微信公众号](https://mp.weixin.qq.com/s/-pPhHDi2nz8hp5R3Lm_mww)
+- [English Part I](https://jina.ai/news/a-practical-guide-to-implementing-deepsearch-deepresearch), [Part II](https://jina.ai/news/snippet-selection-and-url-ranking-in-deepsearch-deepresearch)
+- [中文微信公众号 第一讲](https://mp.weixin.qq.com/s/-pPhHDi2nz8hp5R3Lm_mww), [第二讲](https://mp.weixin.qq.com/s/apnorBj4TZs3-Mo23xUReQ)
 - [日本語: DeepSearch/DeepResearch 実装の実践ガイド](https://jina.ai/ja/news/a-practical-guide-to-implementing-deepsearch-deepresearch)
 
-## Test it yourself
+## Test it Yourself
 
 We host an online deployment of this **exact** codebase, which allows you to do a vibe-check; or use it as daily productivity tools.