Answers your AI can actually trust — from every database you run.

# pip install "datalic-sdk[postgresql]"
from datalic_sdk import Runtime, BrainStepClient, ClientCredentials, ConsoleClient
from datalic_sdk.report import save_report

creds = ClientCredentials(client_id, client_secret, console_url)

# runs inside your firewall — credentials stay local, in memory
runtime = await Runtime.from_env(
    connections=["postgresql-shop", "mongodb-events"],
    console=ConsoleClient(creds),
)

client = BrainStepClient("https://api.datalic.ai", creds)
final  = await client.run(
    "Why did revenue drop last quarter?",
    connections=["postgresql-shop", "mongodb-events"],
    executor=runtime.executor,
)

# a verified report — every figure traced to its source
save_report(final["envelope"], "report.html")

// npm install @datalic/sdk
import { Runtime, BrainStepClient, ClientCredentials, ConsoleClient } from "@datalic/sdk";
import { saveReport } from "@datalic/sdk/report";

const creds = new ClientCredentials(clientId, clientSecret, consoleUrl);

// runs inside your firewall — credentials stay local, in memory
const runtime = await Runtime.fromEnv({
  connections: ["postgresql-shop", "mongodb-events"],
  console: new ConsoleClient(creds),
});

const client = new BrainStepClient("https://api.datalic.ai", creds);
const final = await client.run("Why did revenue drop last quarter?", {
  connections: ["postgresql-shop", "mongodb-events"],
  executor: runtime.executor,
});

// a verified report — every figure traced to its source
saveReport(final.envelope, "report.html");

// implementation "ai.datalic:datalic-sdk:1.0.0"
ClientCredentials creds = new ClientCredentials(clientId, clientSecret, consoleUrl);

// runs inside your firewall — credentials stay local, in memory
Runtime runtime = Runtime.fromEnv(
    List.of("postgresql-shop", "mongodb-events"),
    new ConsoleClient(creds));

BrainStepClient client = new BrainStepClient("https://api.datalic.ai", creds);
TurnResult result = client.run(
    "Why did revenue drop last quarter?",
    List.of("postgresql-shop", "mongodb-events"),
    runtime.executor());

// a verified report — every figure traced to its source
Report.save(result.envelope(), "report.html");

// go get github.com/datalic-ai/datalic-sdk-go
creds := datalic.NewClientCredentials(clientID, clientSecret, consoleURL)

// runs inside your firewall — credentials stay local, in memory
runtime, _ := datalic.RuntimeFromEnv(ctx,
    []string{"postgresql-shop", "mongodb-events"},
    datalic.NewConsoleClient(creds))

client := datalic.NewBrainStepClient("https://api.datalic.ai", creds)
final, _ := client.Run(ctx,
    "Why did revenue drop last quarter?",
    []string{"postgresql-shop", "mongodb-events"},
    runtime.Executor())

// a verified report — every figure traced to its source
datalic.SaveReport(final.Envelope, "report.html")

// dotnet add package Datalic.Sdk
var creds = new ClientCredentials(clientId, clientSecret, consoleUrl);

// runs inside your firewall — credentials stay local, in memory
var runtime = await Runtime.FromEnvAsync(
    new[] { "postgresql-shop", "mongodb-events" },
    new ConsoleClient(creds));

var client = new BrainStepClient("https://api.datalic.ai", creds);
var final = await client.RunAsync(
    "Why did revenue drop last quarter?",
    new[] { "postgresql-shop", "mongodb-events" },
    runtime.Executor);

// a verified report — every figure traced to its source
Report.Save(final.Envelope, "report.html");