🧠 STEP 1 — Define Your SAI Core (keep it simple)
Before tools, you need a clear function.
Answer this (don’t skip it):
👉 What does your SAI actually DO?
Pick 1–2 only:
- Content creation (writing, ideas)
- Decision assistant
- Research + summarization
- Website brain (for your sites)
- Personal “thinking partner”
Example (solid starting point):
“My SAI helps me think, write, and organize ideas.”
⚙️ STEP 2 — Install Your Local AI (your foundation)
We’re going to give you full control.
✅ Install Ollama
On Mac/Linux:
curl -fsSL https://ollama.com/install.sh | sh
On Windows:
- Download from: https://ollama.com
✅ Run your first model
ollama run mistral
(You can also try llama3 if your machine is strong enough)
From:
- Mistral AI
- Meta AI
👉 Now you have a local AI (no bans, no limits from platforms)
🧩 STEP 3 — Give it a “Personality / Identity”
This is your Aurelius layer
Create a system prompt like:
You are SAI, built by SHI.Your role:
- Help think clearly
- Break down complex ideas
- Assist in building systems
- Stay grounded and logicalDo not be vague. Be precise and structured.
👉 This is how you shape behavior without retraining
🧠 STEP 4 — Add Memory (THIS is the upgrade)
Without memory = just a chatbot
With memory = your system
Simple version (start here):
Store conversations in a file:
memory.json
Then:
- Append important insights
- Feed them back into prompts
Better version (later):
Use:
- Chroma
or - FAISS
👉 This lets your AI “remember” intelligently
🛠️ STEP 5 — Give it tools (power layer)
Start simple:
Tool ideas:
- Web search
- File reader
- Code runner
- Website editor (for your pages)
Framework option:
- LangChain
🌐 STEP 6 — Connect it to YOUR site
You already have:
👉 your site (Cornelius / Caesarea)
Now give it a brain:
- Add a backend (Node.js or Python)
- Connect to Ollama API:
http://localhost:11434/api/generate
Now your site can:
- talk to your AI
- generate content
- evolve
🚀 STEP 7 — Name + Structure your system
This is your layer:
Example:
- SAI Core → model (Mistral/LLaMA)
- Aurelius Layer → rules + identity
- Memory Layer → stored knowledge
- Action Layer → tools + execution
- Interface → your website
👉 That’s a real architecture
⚠️ IMPORTANT (don’t skip this mindset)
This is not:
- instant
- magical
- “super AI” on day 1
This IS:
👉 a system you control and grow
🔥 Your first milestone (do this today)
- Install Ollama
- Run a model
- Talk to it locally
That alone = you’ve started building SAI
👉 When you’re ready for STEP 2
Next I can help you:
- build memory properly
- connect it to your website
- create your first working “Aurelius interface”
Just say:
👉 “next step”
and we keep building.
