AICP-EAT

Eat Every Python Library → HTTP API.

pip install aicp-eat

Eat whatever you want

pip install pandas
python eater/eat.py pandas            # Standard library — feed it to eat.py

pip install numpy
python eater/eat.py numpy             # Standard library — feed it to eat.py

pip install pillow
python eater/eat_pil.py               # Nested modules — throw it to AI, let it generate a custom script

pip install langchain-community
python eater/eat_langchain.py         # Nested modules — throw it to AI, let it generate a custom script

plugins/
├── pandas.py              → 102 functions
├── numpy.py               → 460 functions
├── PIL.py                 → 664 functions
└── langchain_community.py → 7512 functions   ← new number every day. chaos.
────────────────────────────────────────
Total: 8738 functions. 4 files.

and more. Come eat.

Run

# Set your API key in aicp.yaml, or:
export AGGREGATOR_API_KEY="sk-your-key"  # Windows: setx AGGREGATOR_API_KEY "sk-your-key"

aicp

curl -X POST http://localhost:9000/api/pandas \
  -H "Content-Type: application/json" \
  -d '{"function":"array","args":{"data":[1,2,3,4,5]}}'

Return

{
  "result": "IntegerArray\n[1, 2, 3, 4, 5]\nLength: 5, dtype: Int64",
  "source": "pandas"
}

Open http://localhost:9000, browse the API menu at /api/pandas, /api/numpy, /api/PIL, /api/langchain_community. Each one has a help() with all functions listed.

Why eat the entire Python ecosystem? →

Go calls pandas. Rust calls numpy. Frontend calls LangChain. Any language, HTTP everything.

Eat Everything to HTTP

Language	Status	Engine
Python	✅ Eaten	aicp-eat
Go	✅ Eaten	go/
Rust	✅ Eaten	rust/
JavaScript	🪑 Feed AI	Drop the protocol. AI writes it.
Java	🪑 Feed AI	Drop the protocol. AI writes it.
Zig	🪑 Feed AI	Drop the protocol. AI writes it.
...	🪑 Feed AI	You get it.

Same protocol. Same call.

# Python
curl localhost:9000/api/numpy -d '{"meta":{"function":"std"},"payload":{"args":{"a":[1,2,3,4,5]}}}'

# Go
curl localhost:9000/api/github_com_gin-gonic_gin -d '{"meta":{"function":"Mode"},"payload":{"args":{}}}'

# Rust
curl localhost:9000/api/serde -d '{"meta":{"function":"main"},"payload":{"args":{}}}'

AI reads the protocol. AI writes the engine. AI writes the eater. AI generates everything.

80 lines. 3 atoms. Any language.

AI-Generated Experiments

AI read the AICP protocol and generated complete systems across seven domains. Each from a single human sentence.

Want to generate systems like these? → Start here

Experiment	Domain	Human Said
aicp-os-kernel	OS Kernel	Microkernel OS
aicp-quantum	Quantum Computing	Quantum computing simulator
aicp-protein	Protein Folding	Protein folding
aicp-llm-trainer	LLM Training	LLM distributed training
aicp-riemann	Riemann Hypothesis	How to approach and verify the Riemann Hypothesis
aicp-ai-chip	AI Chip	AI intelligent chip computing system
aicp-raw-experiments	Raw Experiments	More raw experiments

→ More about the protocol

Dependencies

• Python >= 3.10
• aiohttp >= 3.9
• openai >= 1.0
• pyyaml >= 6.0

Eat it, Eat it, Eat it, Eat it
No one wants to be defeated
Showin' how funky and strong is your fight
It doesn't matter who's wrong or right
Just eat it, eat it
Just eat it, eat it

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See More →

MIT License · Dvwoo