German-OCR is specifically trained to extract text from German documents including invoices, receipts, forms, and other business documents.
Speaker diarization for Python — "who spoke when?" CPU-only, no API keys, Apache 2.0. ~10.8% DER on VoxConverse, 8x faster than real-time.
Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, downstream beliefs are automatically re-evaluated, not just flagged.
930+ AI-powered skills and 31 agent plugins for Claude Code, OpenAI Codex, Gemini CLI, GitHub Copilot, and Perplexity Computer. The largest open-source AI skills library.
🐙 Admin console for the OCTO platform — manage tenants, users, spaces, channels, and Lobster agents. Built with React, TypeScript, Vite & Ant Design.
"Open-source toolkit (Python Library, Registry API, CLI) for secure, decentralized AI agent interoperability using A2A/MCP."
LLM-powered conversation summarisation service for OCTO — turns group chats and threads into structured briefs with key decisions, open questions, and follow-up candidates. Supports any OpenAI-compatible LLM backend.
Apache Camel-style integration framework for .NET. 80+ EIP patterns, 22 transports (Kafka, RabbitMQ, MQTT, S3, gRPC, SFTP, SQL...), fluent C# DSL.
Compact sequence-only neural propagator for protein torsion dynamics. 2.39x lower JSD than Microsoft Timewarp at 3000x fewer parameters. pip install alphadynamics.
Open-source, self-hostable runtime for managed AI agents. Apache-2.0.
The Go foundation library for the OCTO platform — protocol types, crypto primitives, storage adapters, HTTP framework, event bus, and worker pool.
Runtime container for .NET integration modules — hot-reload, clustering with leader election & auto-rebalance, REST API, CLI, Blazor dashboard. The .NET analogue of Apache Karaf / Camel K.
Open-source Active Directory & Entra ID security auditor. 419+ checks, ADCS ESC1-ESC11, attack paths. 6.2× faster than PingCastle. Apache 2.0.
Open protocol for signed, verifiable machine decisions. Ed25519 receipts, hash-chained audit trails, in-toto predicate type. 2 IETF Internet-Drafts. Apache-2.0.
An unofficial fork of OpenAI Codex with multi-account ChatGPT and one-command local models via LM Studio. Save every plan, hop between them mid-task, fall back to a model on your own machine when you want to.
Quantum-inspired Echo State Network for multi-agent behavior analysis (MABe challenge)
The bridge between AI and your UI. Type-safe AI tool definitions with RBAC, approvals, PII protection, and UI action dispatch.
xDBML (eXtended Database Markup Language) is an open markup language for describing the shape of structured data and the declarative metadata attached to that shape -- across heterogeneous storage and exchange technologies.
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