/tools namespace · APlicious

Bring Your Own LLM — AI answers grounded in live verified data, not training data

Connect your own OpenAI, Anthropic, Gemini, Mistral, or Groq key. APlicious pulls live verified data from any of its 21 namespaces and passes a structured context to your LLM — the AI can only state what the data proves.

5LLM providers supported

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POST /api/v1/ai/chat

const res = await fetch('https://aplicious.com/api/v1/ai/chat', {
  method: 'POST',
  headers: { 'X-API-Key': 'lapi_live_••••', 'Content-Type': 'application/json' },
  body: JSON.stringify({
    chat_id: 'chat_finance_advisor',
    session_id: 'user_session_abc123',
    messages: [{ role: 'user', content: 'What is the current Nifty 50 level and 52-week range?' }]
  }),
});
const { data } = await res.json();
// data.answer: "The Nifty 50 is currently at 24,132 (as of market close today).
//               The 52-week range is 19,250 – 24,857."
// data._audit: { namespace: "finance", data_fetched_at: "...", source: "NSE" }

No credit card · Free to start · X-API-Key header auth

What's included in /tools

Live data first, LLM second

APlicious fetches the verified data (stock prices, legal statutes, wellness scores, planetary positions) before a single token is sent to your LLM. The AI never guesses from training data.

Bring your own LLM key

Connect your OpenAI, Anthropic, Gemini, Mistral, or Groq API key from /dashboard/ai-providers. APlicious never funds token costs — you pay your provider directly.

AI Chat — multi-turn

POST /api/v1/ai/chat with a chat_id and session_id for stateful, multi-turn conversations grounded in live namespace data.

AI Narrative — one template, unlimited users

POST /api/v1/ai/narrative with a narrative_id and context_params. One template config, personalized output for every user at runtime.

_audit block on every response

Every AI response includes an _audit field showing the exact verified data sent to the LLM — transparent, debuggable, trustworthy.

Start using the bring your own LLM API today

Free tier — 250 calls/month, no credit card. Upgrade when you need more.

Get free API key Explore /tools docs

Frequently asked questions

What stops the LLM from hallucinating?

Every system prompt includes a strict grounding envelope: the LLM is instructed to only state facts from the verified data block. Finance and legal endpoints also validate numeric claims before returning the response.

Do I need to pre-build a RAG pipeline?

No — APlicious handles data fetching, structuring, and context injection. You configure which namespace feeds the chat, and the platform does the rest.

What is the difference between AI Chat and AI Narrative?

AI Chat is conversational (multi-turn, session_id tracks history). AI Narrative is single-shot — one template config, different context_params per user, used for personalized summaries and reports.

Is my LLM API key stored securely?

Yes — keys are encrypted with AES-256-GCM at rest and never returned to the client after being saved. You can rotate or delete keys from /dashboard/ai-providers.

Related API guides

One key unlocks all 22 namespaces — finance, legal, property, jobs, wellness, and more.

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