Cachly SDK Integrations: 3 lines to semantic caching

from cachly import CachlyClient

client = CachlyClient(api_key="cky_live_...")
instance = client.instances.get("my-cache")

# Semantic cache lookup
hit = instance.semantic_search("What is semantic caching?", threshold=0.92)
if hit:
    print(hit.value)  # cached answer
else:
    answer = call_llm(prompt)
    instance.semantic_set("What is semantic caching?", answer)

from langchain_community.cache import CachlySemanticCache
import langchain

langchain.llm_cache = CachlySemanticCache(
    vector_url="https://api.cachly.dev/v1/sem/cky_live_...",
    threshold=0.92,  # cosine similarity — 0.92 recommended
)

# Now every LLM call goes through the semantic cache automatically
from langchain_openai import ChatOpenAI
llm = ChatOpenAI(model="gpt-4o")
llm.predict("What is semantic caching?")  # cached after first call

import { createCachlyMiddleware } from "@cachly-dev/sdk";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";

const cache = createCachlyMiddleware({
  vectorUrl: "https://api.cachly.dev/v1/sem/cky_live_...",
  threshold: 0.92,
});

// Wrap any generateText / streamText call
const result = await cache.withText(
  "What is semantic caching?",
  () => generateText({ model: openai("gpt-4o"), prompt: "What is semantic caching?" })
);

import "github.com/cachly-dev/cachly-go"

client := cachly.NewClient("cky_live_...")
instance := client.Instance("my-cache")

// Semantic search
results, _ := instance.SemanticSearch(ctx, cachly.SearchRequest{
    Query:     "What is semantic caching?",
    Threshold: 0.92,
    Limit:     1,
})
if len(results) > 0 {
    fmt.Println(results[0].Value) // cache hit
}

require "cachly"

client = Cachly::Client.new(api_key: "cky_live_...")
instance = client.instance("my-cache")

result = instance.semantic_search("What is semantic caching?", threshold: 0.92)
puts result&.value || "cache miss"

use Cachly\CachlyClient;

$client = new CachlyClient("cky_live_...");
$instance = $client->getInstance("my-cache");

$result = $instance->semanticSearch("What is semantic caching?", 0.92);
echo $result ? $result->value : "cache miss";