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LangChain@LangChainAI
🧵 Behind the scenes of AI Search in LangSmith: TL;DR 1️⃣ SmithDB turns traces into readable trajectories. Structured filters narrow the candidates when you search 2️⃣ A model checks each remaining trajectory against your description and streams back matches 🔗 View on Twitter
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---
tweet_id: "2111140111513726991"
author: "LangChainAI"
published_at: "2026-10-16T17:00:00+00:00"
source_url: "https://x.com/LangChain/status/2111140111513726991"
---

🧵 Behind the scenes of AI Search in LangSmith:  
  
TL;DR  
  
1️⃣ SmithDB turns traces into readable trajectories. Structured filters narrow the candidates when you search  
  
2️⃣ A model checks each remaining trajectory against your description and streams back matches

[🔗 View on Twitter](https://x.com/LangChain/status/2111140111513726991/video/1)

## 视频地址

- [视频 1](https://video.twimg.com/amplify_video/2111128398672039937/vid/avc1/3144x2046/NKu95GYOAFkuIpWx.mp4?tag=29)