Continual Learning API

An AI API That Gets Smarter Every Day

Drop-in replacement for OpenAI. Same SDK. But it learns from every call, builds your knowledge corpus, and injects relevant context automatically.

Get Your API Key - Free

The Problem With AI APIs Today

50x

You have asked GPT the same question 50 times. It does not remember.

0

Knowledge retained between API calls. Every request starts from zero.

Lost

Solutions you have found before, patterns that worked - all forgotten.

How It Works

1
API Call
You ask a question
2
Extract
Knowledge harvested
3
Cluster
Patterns grouped
4
Synthesize
Paths created
5
Inject
Context improves response
The loop continues. Your corpus grows. Responses improve.

Quick Start

from openai import OpenAI

client = OpenAI(
    base_url="https://api.trydoittogether.com/v1",
    api_key="dit_your_api_key"
)

response = client.chat.completions.create(
    model="gemini-3.0-pro",
    messages=[
        {"role": "user", "content": "How do I fix a CORS error?"}
    ]
)

print(response.choices[0].message.content)

Thats it. Same OpenAI SDK you already use. Your knowledge corpus builds automatically in the background.

What Makes It Different

OpenAI Compatible

Drop-in replacement. Use your existing OpenAI SDK code. Just change the base URL.

Learns From Every Call

Each API call automatically extracts knowledge patterns and adds them to your corpus.

Context Injection

Relevant paths from your corpus are automatically injected to improve responses.

Your Private Corpus

Knowledge stays private to you. View, edit, and export from your dashboard.

DIT API vs. Traditional APIs

FeatureDIT APIOpenAI / Claude API
API FormatOpenAI-compatibleOpenAI-compatible
LearningAutomatic from usageNone
ContextInjects relevant pathsStateless
Your KnowledgeCompounds over timeLost after each call
DashboardView & edit corpusUsage metrics only

Your Knowledge Dashboard

Watch your corpus grow. See what patterns have been extracted, how they cluster, and which paths are improving your responses.

  • View extracted arcs from your API calls
  • Edit or delete knowledge you do not want
  • See which paths are being injected
  • Export your corpus anytime
Go to Dashboard
Your CorpusActive
--
Arcs
--
Clusters
--
Paths
Sign up to start building your corpus

Simple Pricing

Free
$0
Forever
  • 1,000 API calls / month
  • 100 corpus entries
  • Context injection
  • Dashboard access
Get Started
Coming Soon
Pro
$29
/ month
  • Unlimited API calls
  • Unlimited corpus entries
  • Priority learning pipeline
  • Corpus export & backup
  • API usage analytics

Security & Privacy

Your Data Stays Yours

  • Your corpus is private to your account
  • Knowledge is never shared with other users
  • Export or delete your data anytime

Enterprise-Grade

  • HTTPS encryption for all API calls
  • API keys can be revoked instantly
  • Audit logs for all operations

Ready to Build AI That Learns?

Get your API key in seconds. Start building with the same OpenAI SDK you already know.

Get Your API Key - Free