Skip to main content

Matrx AI Engine — unified AI orchestration backend with multi-provider LLM support, streaming, tool execution, and conversation persistence.

Project description

matrx-ai

Matrx AI Engine — unified AI orchestration backend with multi-provider LLM support, streaming, tool execution, and conversation persistence.

Installation

# Core library only (AI providers, tools, conversation management)
pip install matrx-ai

# With the FastAPI server layer
pip install "matrx-ai[server]"

# Or with uv
uv add matrx-ai
uv add "matrx-ai[server]"

Quick Start (library)

import matrx_ai

# Initialize once at startup (registers the database connection)
matrx_ai.initialize()

# Use the AI engine directly
from matrx_ai.orchestrator import execute_ai_request
from matrx_ai.config.unified_config import UnifiedConfig

Quick Start (server)

uv sync --extra server   # install with server deps
cp .env.example .env     # fill in your API keys
make dev                 # start dev server on :8000

Environment Variables

Copy .env.example to .env and fill in the required keys:

  • AI provider keys: OPENAI_API_KEY, ANTHROPIC_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, etc.
  • Supabase: SUPABASE_URL, SUPABASE_ANON_KEY, SUPABASE_SERVICE_ROLE_KEY, SUPABASE_MATRIX_*

Common Commands

make dev        # dev server with reload on :8000
make run        # production mode (matrx-ai-server)
make lint       # ruff check
make fmt        # ruff format
make typecheck  # pyright
make test       # pytest -v

Publishing a New Release

./scripts/publish.sh              # patch bump  (e.g. 1.2.3 → 1.2.4)
./scripts/publish.sh --minor      # minor bump  (e.g. 1.2.3 → 1.3.0)
./scripts/publish.sh --major      # major bump  (e.g. 1.2.3 → 2.0.0)
./scripts/publish.sh --message "feat: add new provider"
./scripts/publish.sh --dry-run    # preview without committing

Version History

Version Highlights
v0.1.21 Patch release
v0.1.20 Patch release
v0.1.19 Patch release
v0.1.18 Patch release
v0.1.17 Patch release
v0.1.16 Patch release
v0.1.15 Patch release
v0.1.14 Patch release
v0.1.13 Patch release
v0.1.12 Patch release
v0.1.11 Patch release
v0.1.10 Patch release
v0.1.9 Patch release
v0.1.8 Patch release
v0.1.7 Patch release
v0.1.6 Patch release
v0.1.5 Patch release
v0.1.4 Patch release
v0.1.3 Patch release
v0.1.2 Patch release
v0.1.1 Patch release
v0.1.0 Initial release — multi-provider AI orchestration, streaming, tool system, conversation persistence

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

matrx_ai-0.1.21.tar.gz (728.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

matrx_ai-0.1.21-py3-none-any.whl (487.4 kB view details)

Uploaded Python 3

File details

Details for the file matrx_ai-0.1.21.tar.gz.

File metadata

  • Download URL: matrx_ai-0.1.21.tar.gz
  • Upload date:
  • Size: 728.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for matrx_ai-0.1.21.tar.gz
Algorithm Hash digest
SHA256 630fdcf3d3679811e03c9ed1a227554c7cad754215364e77417823837f3b0009
MD5 30d0ee1ed61a71a8f484c7e3b824513c
BLAKE2b-256 6875efff06f54eb0516aaa3a35bb31938959d7858edc2661ea8c42be2911c785

See more details on using hashes here.

Provenance

The following attestation bundles were made for matrx_ai-0.1.21.tar.gz:

Publisher: publish.yml on armanisadeghi/matrx-ai

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file matrx_ai-0.1.21-py3-none-any.whl.

File metadata

  • Download URL: matrx_ai-0.1.21-py3-none-any.whl
  • Upload date:
  • Size: 487.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for matrx_ai-0.1.21-py3-none-any.whl
Algorithm Hash digest
SHA256 9ec2b1e4a1d4a95ed5ac37dd3ced2919d1969f52b52d76711690c1aca21c5695
MD5 bc10332ad886752e9f2ea87b81ee7042
BLAKE2b-256 f299ed7543dc5abc7f256f3c7fc2b002f0c8dc4d45093c24695f6af70e971bbb

See more details on using hashes here.

Provenance

The following attestation bundles were made for matrx_ai-0.1.21-py3-none-any.whl:

Publisher: publish.yml on armanisadeghi/matrx-ai

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page