Python agents

Lightweight task orchestration for iterative AI evaluation loops

Create a Swarm Cluster on Digital Ocean using Terraform Wrapped by Python

Create a SQLite database containing your checkin history from Foursquare Swarm

Decentralized P2P orchestration layer for fine-tuning ML models across commodity hardware

A Facebook game engine written with Django.

Learning agent swarms that get smarter every cycle

A highly flexible multi-agent ReAct framework powered by Google Gemini with advanced Memory, RAG, and Network resilience

The OpenSwarm Implementation.

swarmalator - Pytorch

Namespace package for components, packages, and plugins within the Swarmauri framework.

A repository to enable API CRUD Routing

Community version of the swarmauri framework

The Swarmauri Developer Assistant is part of the swarmaURI framework and is designed to enable developers to rapidly develop with the Swarmauri Sdk.. This tool is designed to enhance software development workflows by integrating an advanced AI with pretrained vectorizers and document retrieval. The assistant features a web gui with chatbot, file explorer and editor, and code interpreter.

This repository includes experimental components.

Monorepo for multiple interdependent Swarmauri Python packages

Apple OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

Azure Active Directory OAuth 2.0 / 2.1 / OIDC 1.0 login implementations for Swarmauri deployments

AWS Cognito OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

Facebook OAuth 2.0 / OAuth 2.1 / OIDC 1.0 login implementations for Swarmauri

Gitea OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

GitHub OAuth 2.0 / OAuth 2.1 identity provider implementations for Swarmauri

GitLab OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

Google OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

Keycloak OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

Okta OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

This repository includes base classes and mixins for the Swarmauri framework.

Adyen billing provider for the Swarmauri SDK.

Authorize.Net billing provider for the Swarmauri SDK.

Braintree billing provider for the Swarmauri SDK.

PayPal billing provider for the Swarmauri SDK.

Paystack billing provider for the Swarmauri SDK.

Razorpay billing provider for the Swarmauri SDK.

Square billing provider for the Swarmauri SDK.

ACME certificate service for Swarmauri

CFSSL-backed certificate service for Swarmauri

OCSP certificate verification service for Swarmauri.

ACME certificate service for Swarmauri

Azure Key Vault certificate utilities for the Swarmauri ecosystem

CFSSL-backed certificate service for Swarmauri

Feature-routing certificate service for Swarmauri

Certificate verification against CRLs

Community service for generating PKCS#10 CSRs

Local CA certificate service for Swarmauri

OCSP certificate verification service for Swarmauri.

PKCS#11-backed certificate service for Swarmauri

Remote CA certificate service for Swarmauri

Self-signed certificate builder for Swarmauri

X.509 certificate service for Swarmauri

X.509 certificate verification service for Swarmauri

AWS KMS backed CertService for Swarmauri

Google Cloud KMS Certificate Service for Swarmauri

Microsoft AD CS certificate service client for Swarmauri

Swarmauri SCEP Certificate Service

Step-ca backed certificate service for Swarmauri

CAdES signing cipher suite skeleton for Swarmauri

CNSA 2.0 policy cipher suite with classical and post-quantum algorithms

COSE-aware cipher suite for Swarmauri

FIPS 140-3 policy cipher suite for Swarmauri

FIPS 203 ML-KEM cipher suite bindings for Swarmauri

FIPS 204 ML-DSA cipher suite bindings for Swarmauri

FIPS 205 SLH-DSA cipher suite bindings for Swarmauri

IPsec / IKE cipher suite skeleton for Swarmauri

JWA-focused cipher suite for Swarmauri

PAdES signing cipher suite skeleton for Swarmauri

PEP 458 policy and algorithm definitions for Swarmauri cipher suites

Sigstore / Cosign signing policy suite for Swarmauri

OpenSSH cipher suite skeleton for Swarmauri

TLS 1.3 cipher suite policy for Swarmauri

WebAuthn and FIDO2 cipher suite for Swarmauri

XAdES signing cipher suite skeleton for Swarmauri

YubiKey-backed cipher suite for Swarmauri PIV signing and key transport

FIPS-constrained YubiKey cipher suite for Swarmauri PIV operations

This repository includes core interfaces for the Swarmauri framework.

Algorithm-routing crypto provider for Swarmauri

ECDH-ES+A128KW crypto provider for Swarmauri

RFC 7516/7518 compliant JWE crypto provider for Swarmauri

NaCl + PKCS#11 crypto provider for Swarmauri

Paramiko-backed RSA + AES-GCM crypto provider for Swarmauri

OpenPGP (GnuPG) + AES-GCM crypto provider for Swarmauri

Rust-backed crypto provider for Swarmauri using Maturin

Minkowski Distance for Swarmauri.

A Doc2Vec based Vector Store and Doc2Vec Based Embedding Model.

A Doc2Vec based Embedding Model.

NMF Embedding for Swarmauri.

Tfidf Embedding for Swarmauri

An evaluator that verifies all methods in abstract base classes are properly marked as abstract

An evaluator component that detects and penalizes usage of the `Any` type in Python code

Evaluator that detects timing side channels using fixed-vs-random test

Evaluator that detects and penalizes non-built-in Python imports in source files

A subprocess-based evaluator for executing and measuring program performance in isolated subprocesses

A package providing accessibility and readability evaluators for SwarmAuri

Filesystem git filter for Peagen

GitHub release backed git filter for Peagen

MinIO git filter for Peagen

S3 git filter for Peagen using s3fs

AWS KMS KeyProvider for Swarmauri

File-backed key provider for Swarmauri

Google Cloud KMS Key Provider for Swarmauri

Hierarchical key provider for Swarmauri

In-memory key provider for Swarmauri