YOUR APPLICATION. OUR LANGUAGE TOOLS.

ONE KEY.
BETTER বাংলা.

Website-এর একই language core ব্যবহার করুন আপনার server, chatbot অথবা remote MCP client থেকে। Source code install করার প্রয়োজন নেই।

HOSTED API BASE URLhttps://betterbangla.protivaai.com/api/v1
// Run on your server. Your existing AI is supplied as a callback.
export async function nativeBangla(sourceText, writeWithYourExistingAI) {
  const context = { locale: 'bn-BD', address_form: 'apni', register: 'conversational' };
  async function post(operation, body) {
    const response = await fetch('https://betterbangla.protivaai.com/api/v1/' + operation, {
      method: 'POST',
      headers: { 'Content-Type': 'application/json',
        Authorization: 'Bearer ' + process.env.BETTERBANGLA_API_KEY },
      body: JSON.stringify(body),
    });
    if (!response.ok) throw new Error('BetterBangla: ' + response.status);
    return response.json();
  }
  const contract = await post('compose', { text: sourceText, context });
  const candidate = await writeWithYourExistingAI(contract);
  const checked = await post('finalize', { source_text: sourceText,
    source_version: contract.source_version, text: candidate, context });
  if (checked.status !== 'ready') {
    throw new Error('Revise candidate: ' + JSON.stringify(checked.blocking_findings));
  }
  return checked.final_text; // Review meaning; show actual text to your user.
}
Use your BetterBangla API key. Keep it in your server environment or client credential store.
CLEAR INPUTS. USEFUL OUTPUTS.

Your language toolbox.

POST/analyze

Script, tokens ও ambiguity signals বিশ্লেষণ।

POST/lookup

Reviewed reference-এর context-compatible lookup।

POST/prepare

আপনার AI-এর জন্য contextual LanguagePacket।

POST/compose

Native বাংলা লেখার complete-source contract; লেখে আপনার caller AI।

POST/finalize

AI-এর candidate যাচাই করে final_text বা revision findings।

POST/workspace

পুরো batch-এর rules, exact reviewed phrase spans ও coverage।

POST/check

Rule findings ও source-preservation checks।

POST/validate-text

Unicode ও text representation validation।

GET/capabilities

Supported operation ও renderer availability।

POST/render-download

HTML, PDF, DOCX বা EPUB file response।

POST/studio-export

Visible title ও shared template-সহ verified document export।

POST/studio-preview

একই Studio template-এর controlled HTML preview।

REMOTE TOOLS FOR YOUR AGENT

MCP endpoint

Connect with OAuth and approve permissions, or keep using your scoped API key. Manage OAuth access in Connected applications.

https://betterbangla.protivaai.com/mcp/

Connect your MCP client