Vendor-neutral curation

Shared routes into
code, control and learning.

The selection points to official repositories and authoritative sources relevant to public-sector AI. The cards are starting points for your own assessment — not ready-made procurement or security recommendations.

How we curate

  • No affiliate links, paid placements or undisclosed sponsorships.
  • Official repositories and primary sources are preferred to third-party directories.
  • Open source, open standards, commercial services and archived projects are labelled clearly.
  • Licence and project status are shown where relevant and rechecked before production use.
  • Tools with access to code, data, models or actions are assessed for least privilege, isolation, logging and meaningful human control.

Curated knowledge

Find a concrete place to begin.

Search by name, type, publisher or topic. Every entry links directly to an official repository or primary source.

Tools and standards
27
Knowledge and governance
27
Direct sources in total
54

54 matches

Tools, frameworks and standards

27 / 27

A technical selection spanning agent workflows, data, local model operations, evaluation, observability and development. Open-source and commercial options are labelled so their operating models are not conflated.

Framework

LangChain

Status
Active open-source project
Licence
MIT

Building blocks and integrations for developing LLM and agent applications in Python or JavaScript.

Points to check: Review the licence, data processing and security of every selected integration and model.

Open official repository
Agent orchestration

LangGraph

Status
Active open-source project
Licence
MIT

A low-level framework for modelling stateful, long-running agent workflows with explicit control of flow and state.

Points to check: Orchestration is not a security boundary; tools, networks and data access still require external enforcement.

Open official repository
Coding agent

OpenCode

Status
Active open-source project
Licence
MIT

A terminal-based coding agent that can connect to different models and development workflows.

Points to check: Run only with constrained permissions, approved models and protection for repositories, secrets and production environments.

Open official repository
Coding harness

Pi

Status
Active open-source project
Licence
MIT

A small, extensible terminal harness for agentic coding with extensions, skills, prompts and multiple model providers.

Points to check: Pi intentionally has no built-in sandbox and runs with the user’s permissions. Use a container, VM or other isolation for untrusted work.

Open official repository
Data and RAG framework

LlamaIndex

Status
Active open-source project
Licence
MIT (core)

A framework for connecting agentic applications to documents, data sources, retrieval and indexing.

Points to check: Integrations and associated services may have different licences and data paths from the core; assess each separately.

Open official repository
Document processing

Docling

Status
Active open-source project
Licence
MIT (code)

Converts PDF, DOCX, PPTX, HTML and other formats into a common structured document representation for downstream use.

Points to check: Individual models may have licences that differ from the codebase. Test quality, OCR and sensitive-document handling in your own environment.

Open official repository
Local model runtime

Ollama

Status
Active open-source project
Licence
MIT (runtime)

A local runtime and distribution mechanism for downloading and running language models on your own machine or infrastructure.

Points to check: The runtime licence does not automatically cover models. Check model licences, hardware needs, access control and update practices.

Open official repository
Model server

vLLM

Status
Active open-source project
Licence
Apache-2.0

A high-throughput LLM inference and serving engine, relevant when operating models on your own GPU infrastructure.

Points to check: Requires specialist capability for GPU operations, scaling, patching, monitoring and API security.

Open official repository
Observability and evaluation

Langfuse

Status
Open-source core · self-hostable
Licence
MIT (except ee folders)

Supports tracing, evaluation, prompt management, datasets and debugging for LLM and agent applications.

Points to check: Some enterprise features require a licence. Define retention, access, masking and processing location before collecting traces containing content.

Open official repository
Interoperability standard

Model Context Protocol (MCP)

Status
Active open protocol
Licence
Apache-2.0 / MIT transition

An open protocol for connecting AI applications to tools, data sources and other external capabilities.

Points to check: MCP servers are real integration points. Permissions, inputs, outputs and supply chain require threat modelling and enforcement outside the model.

Open official specification
Agent protocol

Agent2Agent (A2A)

Status
Active open protocol
Licence
Apache-2.0

A protocol for interoperability between agents, including discovery, tasks and exchanges across system boundaries.

Points to check: Protocol support does not replace identity, authorisation, data classification, audit or control of actions.

Open official repository
Agent framework

Microsoft Agent Framework

Status
Active open-source project
Licence
MIT

Microsoft’s framework for building, orchestrating, evaluating and operating agents and multi-agent workflows in Python and .NET.

Points to check: Define identity, tool permissions, approval points and traceability separately for each workflow.

Open official repository
Agent framework

Google Agent Development Kit

Status
Active open-source project
Licence
Apache-2.0

A code-first Python framework for developing, evaluating and deploying agents with tools, sessions and multi-agent patterns.

Points to check: Review model, hosting and data choices even though the framework can be used across providers.

Open official repository
RAG and agent orchestration

Haystack

Status
Active open-source project
Licence
Apache-2.0

Modular pipelines for retrieval, routing, memory, evaluation and agent workflows with explicit control of context.

Points to check: External components and model integrations can change data flows, licences and operating responsibilities.

Open official repository
Lightweight agent library

smolagents

Status
Active open-source project
Licence
Apache-2.0

A compact Python library from Hugging Face for tool-using and code agents across different models.

Points to check: Run code-generated actions in a real sandbox with constrained data, file and network permissions.

Open official repository
Local model runtime

llama.cpp

Status
Active open-source project
Licence
MIT

A C/C++ runtime for local inference across many model architectures on CPUs and GPUs, including models in GGUF format.

Points to check: Quality, security and usage rights also depend on the chosen model and its licence; benchmark on your own hardware.

Open official repository
Self-hosted AI runtime

LocalAI

Status
Active open-source project
Licence
MIT

A local, OpenAI-compatible API for text, audio and image models, among others, on your own infrastructure.

Points to check: API compatibility does not mean functional equivalence. Validate model behaviour, isolation, patching and capacity before production.

Open official repository
Evaluation and lifecycle

MLflow

Status
Active open-source project
Licence
Apache-2.0

A platform for tracing, evaluating, registering and monitoring agent, LLM and conventional machine-learning systems.

Points to check: Configure access, retention and redaction before prompts, responses or personal data are collected in traces and experiments.

Open official repository
Testing and red teaming

promptfoo

Status
Active open-source project
Licence
MIT

A CLI and library for reproducible evaluations, model comparisons and testing for issues such as prompt injection and jailbreaks.

Points to check: Local hooks and providers can execute code with the user’s permissions; isolate tests and keep production secrets out.

Open official repository
Data protection

Presidio

Status
Active open-source project
Licence
MIT

An extensible framework for detecting, masking, redacting and pseudonymising personal information in text, images and structured data.

Points to check: Automated detection may miss sensitive information; combine it with other controls and measured quality assurance.

Open official repository
Programmable guardrails

NeMo Guardrails

Status
Active open-source project
Licence
Apache-2.0

A library for programmable input, output, dialogue and tool controls around LLM-based applications.

Points to check: Guardrails reduce selected risks but do not guarantee protection from prompt injection, incorrect outputs or misuse.

Open official repository
Policy engine

Open Policy Agent

Status
Active CNCF project
Licence
Apache-2.0

A general-purpose policy engine that keeps authorisation and control rules outside an agent and evaluates them as code.

Points to check: Policies only work when they are enforced consistently across every relevant API, tool and infrastructure layer.

Open official repository
Telemetry infrastructure

OpenTelemetry Collector

Status
Active CNCF project
Licence
Apache-2.0

Vendor-neutral collection, processing and export of traces, metrics and logs from applications and agent workflows.

Points to check: Telemetry can contain prompts, responses and identifiers; filter, minimise and protect data before export.

Open official repository
LLM and RAG evaluation

Ragas

Status
Active open-source project
Licence
Apache-2.0

A library providing evaluation metrics, test-data generation and feedback loops for RAG and other LLM applications.

Points to check: LLM-based judges can be unstable and biased; combine them with fixed test cases, human review and domain metrics.

Open official repository
Low-code agent platform

Microsoft Copilot Studio

Status
Commercial cloud service
Licence
Licence and usage based

A graphical platform for building, connecting, evaluating, administering and publishing agents and agent workflows in the Microsoft ecosystem.

Points to check: Assess environment strategy, DLP, connectors, identity, logging, capacity consumption and exit options before rollout.

Open official documentation
AI-assisted development

GitHub Copilot

Status
Commercial cloud service
Licence
Subscription

Code suggestions, chat and agentic development workflows across IDEs, the command line and GitHub.

Points to check: Set organisation policies for data, models, repositories, agent permissions, code review and measurement of actual outcomes.

Open official documentation
Agentic coding tool

Claude Code

Status
Commercial developer tool
Licence
Commercial terms

A terminal- and IDE-based coding agent that can read repositories, edit files and run development tools.

Points to check: Constrain file, shell, network and MCP access; use approvals, isolation and human review before releasing changes.

Open official documentation

Governance, security and learning

27 / 27

Danish and international primary sources for law, public-sector practice, governance, security, risk assessment, research and skills.

Regulation

EU AI Act Service Desk

Status
Official EU platform

The European Commission’s single entry point for the AI Act Explorer, compliance checker, frequently asked questions and Service Desk contact.

Open the EU platform
Danish guidance

Danish Agency for Digital Government

Status
Official public-authority source

Guides for citizens, businesses and public authorities on the responsible and secure use of generative AI.

Open the guidance (Danish)
Data protection

Danish Data Protection Agency

Status
Official supervisory source

Guidance, decisions, an impact-assessment template and information on the AI regulatory sandbox, focused on data protection.

Open AI guidance (Danish)
Municipal practice

KL/KOMBIT Knowledge Centre

Status
Official local-government source

Knowledge, tools, a legal AI toolbox, technology radar and updates on joint-municipal AI initiatives in Denmark.

Open the knowledge centre (Danish)
Public-sector practice

AI Playbook for the UK Government

Status
Official UK guidance

Ten principles and practical guidance for the safe, effective and responsible use of AI in government and public organisations.

Open the playbook
Risk management

NIST AI Risk Management Framework

Status
Public, voluntary framework

A cross-sector framework and playbook for systematically managing AI risks through Govern, Map, Measure and Manage.

Points to check: AI RMF 1.0 is being revised; check the current edition and applicable local law.

Open AI RMF
Security

OWASP GenAI Security Project

Status
Open community project

Practical threat and mitigation resources, including Top 10 guidance for LLM applications and agentic systems.

Open security resources
Research and data

Stanford AI Index

Status
Independent university initiative

An annual, data-driven overview of AI’s technical progress, economy, societal impact, responsible AI and policy.

Open the AI Index
Technical learning

IBM Technology

Status
Official educational channel

Short explainer videos covering AI agents, RAG, models, data, cloud and cybersecurity, among other topics.

Points to check: The channel is vendor-owned; use it as a technical introduction and verify product-adjacent claims across multiple sources.

Open the YouTube channel
Foundation course

Elements of AI

Status
Free online course

A self-paced introduction to AI, problem solving, machine learning, neural networks and societal implications.

Open the course
Danish practice database

Offentlig AI

Status
Independent university initiative

A searchable database of AI systems and projects in Denmark’s public sector, including work in development and discontinued projects.

Points to check: The database includes submitted information; use it for orientation and follow up with the organisation responsible for each entry.

Open the database (Danish)
Cross-government direction

Danish Digital Taskforce for AI

Status
Danish Government · KL · Danish Regions

The taskforce’s target vision and shared ambitions for scaling AI across central, local and regional government towards 2035.

Open vision and background (Danish)
National policy

Danish strategies for artificial intelligence

Status
Official public-authority source

The Danish Agency for Digital Government’s overview of strategies setting the political direction for responsible AI development and use in Denmark.

Open the strategy overview
Legal basis

EU AI Act · full legal text

Status
Official Journal of the European Union

The authoritative entry point to Regulation (EU) 2024/1689, including chapters, annexes, definitions and application dates.

Points to check: Read the regulation alongside subsequent guidance, standards and national supervisory practice; obtain legal advice for concrete decisions.

Open the legal text on EUR-Lex
Data protection

EDPB Opinion 28/2024 on AI models

Status
Official EU opinion

The European Data Protection Board’s analysis of anonymity, legitimate interest and consequences of unlawfully processed personal data in AI models.

Open the EDPB opinion
Cybersecurity

ENISA · AI Cybersecurity Challenges

Status
Official EU agency report

A lifecycle-based mapping of assets, threats and security challenges across AI systems and their supply chains.

Points to check: The report dates from 2020; pair it with current threat intelligence and ENISA’s more recent publications.

Open the ENISA report
Ethics and policy

UNESCO Recommendation on the Ethics of AI

Status
Global intergovernmental recommendation

UNESCO’s shared framework covering human rights, human oversight, fairness, the environment, data governance and other policy areas.

Points to check: The recommendation is normative and does not replace applicable law, sector requirements or a specific impact assessment.

Open the UNESCO recommendation
Human rights

Council of Europe AI Framework Convention

Status
International legal framework

The first binding international treaty on AI, human rights, democracy and the rule of law, opened for signature in 2024.

Open the convention and explanation
AI management system

ISO/IEC 42001:2023

Status
International standard

Requirements for establishing, operating, maintaining and continually improving an AI management system with responsibilities, risks and controls.

Points to check: The ISO page provides an overview; the full standard is paid. Certification does not in itself demonstrate compliance with all applicable law.

Open the official standard overview
Policy and comparable data

OECD.AI Policy Observatory

Status
Official OECD platform

Policies, indicators, principles, country comparisons and tools for responsible AI, including the use of AI in government.

Open OECD.AI
Generative AI risk management

NIST Generative AI Profile

Status
Public, voluntary profile

A companion to the NIST AI RMF covering risks and suggested actions specific to generative AI systems across the lifecycle.

Points to check: The profile is US-based and voluntary; map it to EU law, national requirements and your organisation’s own risk context.

Open the profile as PDF
Public transparency

UK Algorithmic Transparency Recording Standard

Status
Official UK standard
Licence
Open Government Licence v3.0

A template and field-by-field guide for publishing why and how a public-sector organisation uses algorithmic tools.

Open the ATRS hub
Impact assessment

Canada Algorithmic Impact Assessment

Status
Official Canadian tool

A questionnaire-based tool for assessing impact and control levels for automated decision systems in Canada’s federal government.

Points to check: The tool is designed for Canadian government requirements; use its structure as inspiration and map it to Danish and European law.

Open the assessment tool
Skills

EU repository of AI literacy practices

Status
Official EU practice repository

Examples of training, onboarding and other AI literacy initiatives from public and private organisations, supporting learning around AI Act Article 4.

Points to check: The examples do not in themselves create a presumption of compliance; tailor content and evidence to roles, risks and context.

Open the practice repository
Implementation preparation

EU AI Pact

Status
Voluntary EU initiative

The European Commission’s forum and voluntary pledges covering AI governance, system mapping and AI literacy ahead of full AI Act application.

Points to check: Participation and pledges are voluntary and do not replace binding obligations under the AI Act.

Open the AI Pact
Risk taxonomy

MIT AI Risk Repository

Status
Living university database
Licence
CC BY 4.0 (data)

A searchable collection of AI risks drawn from many existing frameworks and organised by causal factors and risk domains.

Points to check: The database is broad, not a prioritised risk assessment for your system; assess likelihood, impact and local controls separately.

Open the risk database
Audit and accountability

GAO AI Accountability Framework

Status
Public US government framework

Practical control questions across governance, data, performance and ongoing monitoring, designed for public bodies and auditors.

Points to check: The framework dates from 2021 and is US-based; supplement it with current technical risks and applicable Danish and European requirements.

Open the GAO framework

Assessment example · hosted model gateway

OpenRouter is included as a concrete reference for the questions raised by a hosted model gateway. Inclusion is neither a recommendation nor an approval.

Hosted model gateway

OpenRouter

Status
Commercial service · not endorsed

Provides access to many model providers behind one API, with routing, fallbacks, usage tracking and credit-based billing.

Points to check: Assess contract, data routes, logging, subprocessors, model choice, price changes and exit options before public-sector use.

Open official documentation

Archived reference

Archived projects can remain useful as inspiration, but should not be presented as active recommendations.

No-code agent platform

Open Agent Platform

Status
Archived 25 February 2026
Licence
MIT

LangChain’s former web interface for building and working with LangGraph agents. The repository is read-only and marked as deprecated.

Points to check: Use only as a historical or architectural reference; do not expect active maintenance or security fixes.

Open archived repository