Production-grade AI integrations — agents, retrieval pipelines, and intelligent features built into modern web applications.
import Anthropic from "@anthropic-ai/sdk";
const client = new Anthropic();
const message = await client.messages.create({
model: "claude-sonnet-4-20250514",
max_tokens: 1024,
messages: [
{ role: "user", content: "Analyse this page" }
],
tools: [
{
name: "get_page_content",
description: "Fetches page HTML and metadata",
input_schema: { type: "object", properties: {
url: { type: "string" }
}}
}
]
});Everything you need to ship AI features that actually work in production — not just in a notebook.
Autonomous agents that can reason, plan, and act. ReAct-pattern tool calling with structured I/O and human-in-the-loop controls.
Retrieval-augmented generation with vector search, chunking strategies, and hybrid retrieval — grounded answers from your own data.
Type-safe responses validated against Zod schemas. No more parsing raw text — get objects, arrays, and enums back from every call.
Anthropic, OpenAI, Google, and open-source models behind a single interface. Switch providers without rewriting integration code.
End-to-end streaming from model to UI. Server-sent events, partial JSON, and progressive rendering for responsive experiences.
Battle-tested prompt patterns — few-shot, chain-of-thought, and system prompts tuned for reliability, not just demos.
Real patterns from production projects — not toy examples. Every snippet is type-safe, streaming-ready, and provider-portable.
import { z } from "zod";
import { generateObject } from "ai";
import { anthropic } from "@ai-sdk/anthropic";
const ProductSchema = z.object({
name: z.string(),
price: z.number().positive(),
features: z.array(z.string()),
sentiment: z.enum(["positive", "neutral", "negative"]),
});
const { object } = await generateObject({
model: anthropic("claude-sonnet-4-20250514"),
schema: ProductSchema,
prompt: "Extract product info from this review...",
});
// object is fully typed as z.infer<typeof ProductSchema>Battle-tested tools and frameworks. Every integration is chosen for production reliability, not hype.
From prototype to production — let's build intelligent features that actually ship.