Vector Search Filter

Vector query bar with namespace name, top_k value, and removable key:value filter chips for metadata.

docs
top_k = 5
lang:ensection:guides

New here? Read the installation guide.

Import & use
import { Ai37 } from "@/components/beste/piece/ai37";

<Ai37
  namespace="docs"
  topK={5}
  filters={[
    {
      "key": "lang",
      "value": "en"
    },
    {
      "key": "section",
      "value": "guides"
    }
  ]}
/>

More AI pieces

View all AI
next_tokentop 5
The capital of France is
  • Paris64.3%
  • the18.7%
  • located8.1%
  • also4.2%
  • a2.1%

Top-K Tokens

Debugger-style panel showing the language model's next-token probabilities, with the top candidate highlighted and bars scaled to softmax weight.

Implementing rate limits with Redis
0.92

Use INCR with an EXPIRE TTL to build a fixed-window limiter that resets every minute.

docs/guides/rate-limits.md

KB Search Result

Knowledge base hit card with a document title, snippet, source path, and an emerald similarity score badge.

Model Selector

Gradient sparkle tile inside a pill showing the model name, a speed caption, and a dropdown arrow.

"where is my order?"

order_status
87%
shipping_eta
9%
refund_request
4%

Intent Classifier

Intent ranking panel with the raw user input quoted above and a list of candidate labels with confidence bars.

support_tickets48,200 rows · 120 MB
train 80%val 10%test 10%

Dataset Card

Dataset summary with row count, total size, and a stacked train/val/test split bar. Tone controls the dataset icon tile and train segment.

Query
Retrieve
Rerank
Answer

RAG Pipeline

Horizontal pipeline diagram with tone-tinted stage nodes connected by arrows, showing the path from query to answer.