Python agents

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

In-memory key provider for development and testing

PKCS#11 hardware-backed key provider for Swarmauri

Remote JWKS-backed key provider for verification-only use

SSH-based key provider for Swarmauri

Swarmauri Vault Transit Key Provider

Mirrored key provider for Swarmauri

Swarmauri Ai21 LLM adapters from swarmauri_standard.

Swarmauri Anthropic LLM adapters from swarmauri_standard.

Swarmauri Cerebras LLM adapters from swarmauri_standard.

Swarmauri Cohere LLM adapters from swarmauri_standard.

Swarmauri Deepinfra LLM adapters from swarmauri_standard.

Swarmauri Deepseek LLM adapters from swarmauri_standard.

Swarmauri Falai LLM adapters from swarmauri_standard.

Swarmauri Gemini LLM adapters from swarmauri_standard.

Swarmauri Groq LLM adapters from swarmauri_standard.

Swarmauri Hyperbolic LLM adapters from swarmauri_standard.

Swarmauri Lepton AI Model

Swarmauri Llamacpp LLM adapters from swarmauri_standard.

Swarmauri Mistral LLM adapters from swarmauri_standard.

Swarmauri Openai LLM adapters from swarmauri_standard.

Swarmauri Perplexity LLM adapters from swarmauri_standard.

Swarmauri Playht LLM adapters from swarmauri_standard.

Swarmauri Tesseract Image to Text Model

Swarmauri Whisper LLM adapters from swarmauri_standard.

Swarmauri Hamming (7,4) matrix community package.

Swarmauri Mutual Information Measurement Community Package.

This repository includes an example of a First Class Swarmauri Example.

Swarmauri Hamming distance metric community package.

Bulkhead middleware implementation for Swarmauri

Middleware for managing HTTP cache headers and client-side caching behavior.

Circuit Breaker Middleware for Swarmauri

Custom CORS Middleware for Swarmauri Framework

Custom Exception Handling Middleware for Swarmauri Framework

Gzip compression middleware for Swarmauri

HTTP signature verification middleware for Swarmauri

Middleware for validating basic JSON-RPC requests

JWKS-based JWT verification middleware for Swarmauri

JWT validation middleware for Swarmauri applications.

Middleware for inspecting and filtering unsafe content using LlamaGuard

Logging middleware for Swarmauri

Rate limiting middleware for Swarmauri applications

A middleware implementing rate policy and retry logic for Swarmauri

Middleware for adding security headers to HTTP responses

Session middleware for maintaining session state across requests.

Middleware that logs requests and responses to standard output

Middleware for tracking request processing time in Swarmauri applications

Age-style X25519 sealed-per-recipient MRE provider for Swarmauri

ECDH-ES+A128KW based multi-recipient encryption provider for Swarmauri

Keyring-backed multi-recipient encryption provider for Swarmauri

OpenPGP sealed-per-recipient MRE provider for Swarmauri

Shamir secret sharing based MRE crypto provider for Swarmauri

Swarmauri Tesseract Image to Text Model

Grammar-driven ASN.1 (X.680/X.690 DER subset) parser plugin for swarmauri-sdk using Lark Earley.

BeautifulSoup Element Parser for Swarmauri.

Swarmauri Bert Embedding Parser

Entity Recognition Parser for Swarmauri.

Fitz PDF Parser for Swarmauri.

Keyword Extractor Parser for Swarmauri.

PyPDF2 Parser for Swarmauri.

A parser for extracting text from PDFs using PyPDFTK.

A parser for extracting text from PDFs using Slate.

TextBlob Parser for Swarmauri.

Jinja2 Prompt Template for Swarmauri.

A RabbitMQ publisher implementation for Swarmauri.

A Redis publisher implementation for Swarmauri.