Curated Resources

Tools and platforms for AI and automation

A selected collection of the best tools, frameworks and services for implementing artificial intelligence, business automation and technology development solutions.

Access to AI Models

Platforms providing access to the latest language and computer vision models.

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OpenAI API

Access to GPT-4, GPT-4o and other next-generation models. Ideal for commercial applications requiring high availability.

LLMVisionAPI
Go to OpenAI
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Anthropic Claude API

Claude API with extended context and specialisation in deep analysis. Excellent for document processing.

LLMAnalysisAPI
Go to Anthropic
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Google Gemini API

Access to Gemini with native integration in the Google ecosystem. Multimodal and updated with real-time information.

LLMMultimodalGoogle
Go to Google AI
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Meta LLaMA

Downloadable open models. Perfect for on-premise and private implementations without third-party dependencies.

Open SourceOn-PremiseLLM
Go to Meta LLaMA
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Mistral AI

Efficient European models with excellent performance-to-cost ratio. Open-source and API options available.

LLMEfficientOpen Source
Go to Mistral
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Cohere API

API specialised in text generation, semantic search and classification. Enterprise focus with security.

LLMSearchAPI
Go to Cohere

Development Tools

Frameworks for building complex AI applications quickly and at scale.

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LangChain

Complete framework for building LLM applications. Includes RAG, memory, agents and chains.

FrameworkPython/JSRAG
Go to LangChain
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LlamaIndex

Specialised in data indexing and retrieval. Perfect for implementing RAG over your own documents.

RAGIndexingPython
Go to LlamaIndex
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AutoGen

Framework for creating multi-agent conversational systems. Ideal for complex workflows.

AgentsPythonMicrosoft
Go to AutoGen
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Haystack

Open-source framework for search and RAG systems. Very flexible and modular.

Open SourceRAGPython
Go to Haystack
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Pydantic

Data validation and serialisation with types. Essential for working with LLMs and APIs.

PythonDataValidation
Go to Pydantic
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Scikit-learn

Machine learning library. Useful for preprocessing, clustering and classification.

MLPythonOpen Source
Go to Scikit-learn

Embedding Storage

Solutions for efficiently storing and searching embeddings for RAG and semantic search.

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Pinecone

Fully managed SaaS vector database. Automatic scaling and zero maintenance.

SaaSServerlessScalable
Go to Pinecone
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Weaviate

Open-source vector database. Flexible, own infrastructure or cloud.

Open SourceOn-PremiseFlexible
Go to Weaviate
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Qdrant

Vector database focused on semantic search. Fast prototyping and scalable production.

SaaS/Open SourceFastPrototype
Go to Qdrant
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Milvus

Open-source vector database for large-scale processing. Highly scalable.

Open SourceLarge ScaleCloud
Go to Milvus
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Chroma

Lightweight vector database for development. Ideal for getting started with embeddings.

Open SourceLightweightDevelopment
Go to Chroma
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PostgreSQL pgvector

PostgreSQL extension for vector search. Ideal if you already use PostgreSQL.

PostgreSQLSQLFamiliar
Go to pgvector

Workflow & Integrations

Platforms for automating processes, creating workflows and connecting systems.

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N8N

Open-source automation tool. Connect hundreds of applications without code.

AutomationNo-CodeOpen Source
Go to N8N
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Zapier

SaaS platform for connecting applications. Very intuitive, thousands of ready-made integrations.

SaaSNo-CodeIntegrations
Go to Zapier
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Make (Integromat)

Automation platform with visual interface. Complex flows in an intuitive way.

AutomationVisualBusiness
Go to Make
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Apache Airflow

Programmatic workflow orchestration. Full control for large enterprises.

Open SourceOrchestrationPython
Go to Airflow
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Slack API

API for integrating bots and automations in Slack. Channels, messages, workflows.

APICommunicationBots
Go to Slack API
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Trigger.dev

Platform for creating event-driven workflows. Ideal for modern applications.

EventsWorkflowsModern
Go to Trigger.dev

Platforms & Hosting

Cloud services for deploying and scaling your AI solutions.

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AWS

Most complete cloud platform. SageMaker for ML, EC2 for compute, S3 for data.

CloudCompleteML
Go to AWS
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Google Cloud

Excellence in AI and ML. Vertex AI, BigQuery, native Google integrations.

CloudAI/MLGoogle
Go to GCP
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Microsoft Azure

Office 365 integrations. Azure AI, Cognitive Services, Machine Learning.

CloudEnterpriseAzure AI
Go to Azure
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Docker & Kubernetes

Containerisation and orchestration. Deploy applications on any platform.

DevOpsContainersOpen Source
Go to Docker
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Hugging Face

Open model platform. Download, train and deploy models easily.

ModelsOpen SourceCommunity
Go to Hugging Face
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Modal

Serverless platform for AI models. Rapid deployment, automatic scalability.

ServerlessPythonDeploy
Go to Modal

Education & Community

Platforms for learning, connecting with experts and staying up to date.

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Official Documentation

Official technology documentation. The best source of truth for learning.

DocumentationOfficialReference
Python Docs
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Coursera

University and company courses. Recognised AI and ML certifications.

EducationCoursesCertifications
Go to Coursera
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GitHub

Open-source code repository. Learn by reading others' code and share your projects.

Open SourceCommunityCode
Go to GitHub
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Stack Overflow

Q&A community. Solve technical questions and help others.

CommunityQ&AHelp
Go to Stack Overflow
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Product Hunt

Discover new development and AI tools and trends. Active community.

TrendsNew ToolsCommunity
Go to Product Hunt
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YouTube

Educational channels on AI, programming and development. Quality free content.

VideoFreeAccessible
Go to YouTube

Learn More on Our Blog

Complement these resources with our comprehensive educational guides on key technologies in automation and AI.

๐Ÿ” Technical Guide What Is RAG? Retrieval-Augmented Generation Discover how RAG combines intelligent search with AI generation to create precise, contextualised responses. ๐Ÿง  Technical Guide What Is an LLM? Large Language Models Explained Understand how large language models work and their application in automation and business consulting. โœจ Practical Guide Prompt Engineering: The Complete Guide Learn best practices and advanced techniques to optimise your interactions with AI systems.

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