ramabana
The brain of a coding agent: policy, tools, memory, and routing, with no editor attached. Hosts speak one protocol. Models arrive through rishi (LiteRT, MLX, llama.cpp, Cursor, hosted APIs). A terminal app and an MCP server ship as frontends on that same host.
pip install 'ramabana[cli]'
ramabana --root . --model gemma-e4b
ramabana --root . --model gemma-e2b --approve auto 'Reply with exactly: pong'
rishi fetches a model on first use. On CPU-only machines set RAMABANA_LITERT_BACKEND=cpu.
LocalHost indexes the folders you open. The harness never offers a tool the host cannot perform.
from ramabana import Agent
from ramabana.tools import LocalHost
agent = Agent(LocalHost(['..'], web=True), extensions=False)
agent.ready, agent.note
(False, 'not started')
from ramabana.testing import fake_agent
a, _ = fake_agent(replies=['in `ramabana/runtime.py`'])
a.ask('where is the compaction threshold?')
'in `ramabana/runtime.py`'
One notebook per module: the page you read is the module you import.
core · runtime · tools · agent · cli · mcp · vault · pyrepl · docs
uv sync --all-extras --group dev
uv run nbdev-export && uv run pytest
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ramabana-0.1.16.tar.gz.
File metadata
- Download URL: ramabana-0.1.16.tar.gz
- Upload date:
- Size: 191.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/7.0.0 CPython/3.14.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
92fa26790c8bca9f20aad1afce0d1843dd83add08e58730f98c5d55acc7dcea6
|
|
| MD5 |
26bfd676e3aff05f624dea49e2b083f2
|
|
| BLAKE2b-256 |
1e74a654c511ce39e67340763a63bf4ddab5acb20f27a5930bc0d2e51a22a774
|
File details
Details for the file ramabana-0.1.16-py3-none-any.whl.
File metadata
- Download URL: ramabana-0.1.16-py3-none-any.whl
- Upload date:
- Size: 202.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/7.0.0 CPython/3.14.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6c137dfb4c0e17dc66eecfcf4128046e674a1f7d59a93ce65159007789cd971f
|
|
| MD5 |
07b8eac1f01ac20c4b1773bf75b2f2cb
|
|
| BLAKE2b-256 |
9fba533ea15c6ba794fd0d2cc73d6448cddafefaae154bf0b7121e7794bc51e5
|
