Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

BRIAN

BRIAN

A self-hosted agent runtime. Model, loop, tools, memory, permissions.

PyPI Python License

pip-installable as brian-core 2.0.0rc24. The command is brian.

macOS / Linux

curl -fsSL https://heybrian.ai/install | bash

cmd

powershell -c "irm https://heybrian.ai/install.ps1 | iex"

PowerShell

irm https://heybrian.ai/install.ps1 | iex

First brian in a terminal asks for a provider, credentials, and model, seeds ~/.brian/SOUL.md if missing, live-pings the provider, then asks what to call you. brian doctor diagnoses the home without starting a session. Pipe install stays non-interactive. Bring your own LLM key. The wheel is code — memory and sessions start empty, in ~/.brian.

What you get

Door How
CLI brian
HTTP API brian --api
Agent SDK from brian_core.sdk import run — same loop, in-process, not HTTP

BrianClient talks to the HTTP API. It is not the Agent SDK.

from brian_core.sdk import run, stream

print(run("list python files"))
for event in stream("list python files"):
    ...

Twelve providers (Anthropic, OpenAI, Gemini, Bedrock, OpenRouter, DeepSeek, Mistral, xAI, Ollama, LM Studio, plus generic gateways). Seventy tools: shell, files, browser, desktop, web, media, MCP, subagents, durable runs that survive a crash.

From this repo

Git, Python 3.11+, uv. Code lives under src/brian_core.

git clone https://github.com/mrgizmo212/Brian.git
cd Brian
uv sync
uv run brian --help
uv run brian
uv run brian "list python files"

Optional extras: providers, hosted.

Modes

uv run brian                         # TUI
uv run brian --repl                  # CLI prompt
uv run brian "do this"               # one shot
uv run brian --continue              # last session
uv run brian --resume <session-id>
uv run brian --fork-session <id>
uv run brian --tui
uv run brian --api
uv run brian --scheduler
uv run brian --heartbeat-only
uv run brian --learning-graph
uv run brian --version
uv run brian doctor

One mode per invocation. --api requires API_SERVER_KEY.

HTTP API

uv run brian --api
curl -fsS http://127.0.0.1:8000/health
curl -fsS http://127.0.0.1:8000/v1/chat/completions \
  -H "Authorization: Bearer $API_SERVER_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"agent","messages":[{"role":"user","content":"Say hello."}]}'
Endpoint Purpose
POST /v1/chat/completions Chat, streaming or not
POST /v1/runs Durable run
GET /v1/runs/{id}/events SSE
POST /v1/runs/{id}/approval Human approval
GET /v2/capabilities Machine-readable surface

Self-host with Docker: deploy/README.md.

Config

Settings live in ~/.brian/.env (or BRIAN_ENV_FILE). Names are in env.example. Required: PROVIDER, MODEL, and that provider's key.

Override the home directory with BRIAN_HOME.

Docs

  • docs/CAPABILITIES.md — what it can do (Memory Trio: flush-before-compact, stub summary, skill proposals; Engine parity 2026-09-20: real token counting, file-tool fence, default step cap, one durable path, surfaced transcript failures, CI)
  • docs/brian-operator.md — SOUL, skills, MCP, session save, compaction flags
  • AGENTS.md — working in this repo (module index, Memory Trio table, Engine parity table)
  • docs/core-v2/package-migration.md — package, CLI, and install reference

License

MIT License. Copyright 2026 TTG AI LLC. See LICENSE and NOTICE.

Metadata

Release files for brian-core 2.0.0rc24

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for brian-core 2.0.0rc24
File Size Uploaded Provenance
brian_core-2.0.0rc24.tar.gz 2.5 MB Without provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for brian-core 2.0.0rc24
File Interpreter ABI Platform
brian_core-2.0.0rc24-py3-none-any.whl Python 3 none any Details

Total release size: 3.6 MB

Release files / brian_core-2.0.0rc24.tar.gz

Download URL brian_core-2.0.0rc24.tar.gz
Size 2.5 MB
Tags Source
SHA-256 checksum
How to use checksums
e2513429391751e288a7fab2ed301b07ec63bd0f550f818e0aa75bacd36d5db9
BLAKE2b-256 checksum
How to use checksums
2d21d9698e3f188731cd1d71093f229bc5f12c505ce751ff66b1204373f86666
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.11.15

Release files / brian_core-2.0.0rc24-py3-none-any.whl

Download URL brian_core-2.0.0rc24-py3-none-any.whl
Size 1.2 MB
Tags Python 3
SHA-256 checksum
How to use checksums
118149fee25831b8fd9dfa5c16d36d6f71a0ce4aac30edbb31fdf22371511f42
BLAKE2b-256 checksum
How to use checksums
60c38f0932ed2e48e20bda086bf6d661d71eac6e684f5f3a126f30d90dc212b9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.11.15

Security for brian-core 2.0.0rc24

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page