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Documentation Index

Fetch the complete documentation index at: https://docs.mielto.com/llms.txt

Use this file to discover all available pages before exploring further.

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Get started with Mielto API

Build AI applications with unlimited context and intelligent memory management in minutes.

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Step 1: Authentication

Create your Mielto account to get started: Sign up
After registration, create an API key for your applications:
  1. Login to get your access token
  2. Create an API key via the API Keys dashboard
  3. Use this key in your application headers
Store your API key securely - it provides full access to your workspace!

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Step 2: Create your first collection

Set up a collection for your knowledge base:
curl -X POST https://api.mielto.com/api/v1/collections \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Company Knowledge",
    "description": "Internal company information and procedures"
  }'
Quickly call this endpoint from clients:
// TypeScript/JavaScript
async function createCollection() {
  const response = await fetch('https://api.mielto.com/api/v1/collections', {
    method: 'POST',
    headers: {
      'Authorization': `Bearer ${process.env.MIELTO_API_KEY}`,
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({
      name: 'Company Knowledge',
      description: 'Internal company information and procedures',
    }),
  });
  if (!response.ok) throw new Error(`Request failed: ${response.status}`);
  return await response.json();
}

# Python
import os, requests

def create_collection():
    res = requests.post(
        'https://api.mielto.com/api/v1/collections',
        headers={
            'Authorization': f"Bearer {os.environ.get('MIELTO_API_KEY')}",
            'Content-Type': 'application/json',
        },
        json={
            'name': 'Company Knowledge',
            'description': 'Internal company information and procedures',
        },
        timeout=30,
    )
    res.raise_for_status()
    return res.json()

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Step 3: Create your first memory

Create a memory to store important context:
curl -X POST https://api.mielto.com/api/v1/memories \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "user_id": "your-user-id",
    "memory": "I prefer concise responses and work in software development",
    "topics": ["preferences", "work"]
  }'

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Step 4: Start a conversation with context

Now use Mielto’s OpenAI-compatible endpoint with automatic context injection:
curl -X POST https://api.mielto.com/api/v1/chat/completions \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -H "x-user-id: your-user-id" \
  -d '{
    "model": "gpt-4",
    "messages": [
      {"role": "user", "content": "Help me write a function"}
    ]
  }'
SDK examples (set base URL, API key, and headers):
# Python (openai>=1.0.0)
from openai import OpenAI

client = OpenAI(
    api_key="YOUR_API_KEY",
    base_url="https://api.mielto.com/api/v1",
    default_headers={
        "x-user-id": "your-user-id",
    },
)

resp = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Help me write a function"}],
)
print(resp.choices[0].message.content)

// TypeScript/JavaScript (openai@^4)
import OpenAI from 'openai';

const client = new OpenAI({
  apiKey: process.env.MIELTO_API_KEY!,
  baseURL: 'https://api.mielto.com/api/v1',
  defaultHeaders: {
    'x-user-id': 'your-user-id',
  },
});

const resp = await client.chat.completions.create({
  model: 'gpt-4',
  messages: [{ role: 'user', content: 'Help me write a function' }],
});
console.log(resp.choices[0].message?.content);
Mielto automatically injects relevant memories and knowledge!

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Next steps

Now that you’ve created your first memory and collection, explore these powerful features:

Upload Documents

Upload files, documents, and web content to your collections.

Search Collections

Perform semantic, keyword, or hybrid search across your knowledge.

Manage Conversations

Create and manage AI conversations with full context preservation.

OpenAI Compatibility

Drop-in replacement for OpenAI with unlimited context.

Quickstart - Conversations & Messages

Bring existing user conversations and messages into Mielto.
Need help? Check our complete API reference for detailed endpoint documentation.