01
FOUNDATIONS
Foundations
The first primitives: models, probabilities, tokens, and representation. From zero to grasp.
Build.
Then build more.
Bannaa is an AI learning platform for Arabic builders. Condensed concepts, layered tracks, and templates that ship. No theory without practice, no practice without system.
bannaa://pipeline — live
▶ 01 · PLAN
02 · DESIGN
03 · AGENT
04 · SITE
// BRIEF.md
✓GoalArabic learning OS
✓AudienceStudents + pros
✓Tracks03 layers
✓Templates38 ready
✓LanguageArabic
bannaa.ai
Build. With us.
drafting plan…● live
12
Tracks
MODULE / PATH
94
Concepts
CONCEPT / IDEA
38
Templates
PROMPT / FLOW
2.4k
Builders
ACTIVE / BUILDERS
/ 01 — TRACKS
Three
layers.
Thematic tracks built on live concepts and ready-to-ship templates.
All tracks →02
AGENTS
Agents
Autonomous systems that plan, remember, and execute. From one agent to a network.
03
MEDIA
Media
Generating image, sound, and video. From waveform to scene.
/ 02 — CONCEPTS
Concepts
in two minutes.
A dense encyclopedia: define, illustrate, then apply.
94 concepts · weekly drops
#042→
Chain-of-Thought
Reasoning
How a model thinks out loud before it answers.
#017→
Embeddings
Semantic
Turning meaning into coordinates you can measure.
#063→
Retrieval-Augmented
RAG
External memory for the model — no retraining required.
#028→
Temperature
Sampling
The randomness dial — when do you pin it to zero?
#091→
Multi-step Agent
Agentic
Plan, act, reflect, retry.
#005→
Context Window
Memory
The model's working memory — and why it keeps shrinking.
/ 03 — TEMPLATES
Instant
ship.
Combat-ready templates: copy, tweak, run.
Full gallery →◻ PROMPT1.2k uses
Code reviewer with a critical eye
Copy. Edit. Run.
↙
◧ WORKFLOW840 uses
Flow: research → summary → tweet
Copy. Edit. Run.
↙
◻ PROMPT612 uses
Job interviewer in an artist's voice
Copy. Edit. Run.
↙
◧ WORKFLOW298 uses
Gulf-dialect customer-support agent
Copy. Edit. Run.
↙
/ READY.SET.BUILD
Build with us.
Now.
Cohorts are limited. Invites go by priority. No noisy newsletters.