Tools Directory

SQL data transformation tool to model, test and document data in a warehouse. Standard of the modern data stack.

Data workflow orchestration platform. Enables scheduling, monitoring and managing complex data pipelines.

Distributed streaming platform to process very high-volume real-time data streams.

Unified lakehouse platform combining data engineering, ML and analytics. Built on Apache Spark.

Distributed processing engine for big data. Standard for large-scale batch and streaming pipelines on cloud and on-premise.

Modern data workflow orchestrator, Airflow alternative. Cloud-first deployment, built-in observability and great developer experience.

Open source ELT platform to sync data from 300+ sources to any warehouse. Standard of the modern data stack.

Google's open-source framework for machine learning and deep learning. Used to train and deploy models at scale.

Anthropic's LLM recognised for reliability, safety and advanced analytical capabilities. Excellence in reasoning and code.

Leading AI platform with GPT-4, DALL-E and Whisper. Industry standard API to integrate LLM capabilities into applications.

Performant French open-source LLM. Sovereign alternative to American models, deployable on-premise.

Classic Python machine learning library. Reference for predictive modelling, classification and clustering.

LLM orchestration framework to build composable AI applications: RAG, agents, complex processing chains.

Central hub for open-source AI models. Access, fine-tune and deploy thousands of ML and LLM models.

LangChain extension to build AI agents with complex state graphs. Emerging standard for agentic orchestration.

Unified proxy to call 100+ LLMs with a standardised API. Simplifies LLM routing and FinOps in production.

Local LLM runner for Mac, Linux and Windows. Run Llama, Mistral, Gemma and dozens of other models without an external API.

Google's multimodal AI model family. Gemini 2.0 Flash and Pro offer very long context, advanced reasoning and native GCP integration.

Ultra-fast LLM inference platform (Llama, Mixtral, Gemma). Up to 800 tokens/s thanks to specialised LPU chips.

Enterprise-optimised LLM and embedding models. Command R+ and Rerank are particularly suited to production RAG applications.

Cloud-native data warehouse separating compute and storage. Modern data stack standard for large-scale analytics.

Standard query language for relational databases. Fundamental skill for any data profile.

Open-source local-first vector database. Reference solution for rapidly prototyping RAG systems.

Most advanced open-source relational database. Supports pgvector for embeddings. Standard for data applications.

Managed cloud vector database. Production solution for large-scale RAG systems requiring high availability.

Ultra-fast in-process analytical database. Runs complex SQL queries directly on Parquet, CSV or S3 files without infrastructure.

High-performance columnar OLAP database. Used for real-time analytics on billions of rows with millisecond queries.

In-memory key-value database. Essential for caching, sessions, queues and increasingly as a vector store for RAG applications.

Open source vector database with native embedding support. Ideal for RAG applications, semantic search and AI agents.

Google Cloud's serverless data warehouse. Analyse petabytes of data with standard SQL, built-in ML (BQML) and native Vertex AI integration.

Amazon's global cloud market leader. Over 200 managed services covering compute, storage, data and AI.

Google's cloud platform with a strong data and AI focus. BigQuery, Vertex AI and reference analytical services.

Microsoft's cloud platform integrated with the enterprise ecosystem. Azure OpenAI Service for secure LLM deployments.

Essential programming language for data and AI. Rich ecosystem of scientific and ML libraries. The absolute market standard.

Python framework to build data and AI web apps without front-end skills. Ideal for rapid dashboard and AI demo prototyping.

AI-powered IDE for coding with LLM assistance. Significantly improves developer productivity.

Containerisation platform ensuring application portability. Absolute standard for data and AI system deployment.

Modern Python framework to build high-performance APIs. Standard for exposing AI models and data services.

Standard container orchestrator to deploy and scale applications in production. Essential for large-scale AI deployments.

Infrastructure as code to provision and manage cloud resources declaratively and reproducibly.

Code versioning and collaboration platform. GitHub Copilot integrates AI directly into the editor to speed up code writing.

Interactive notebook environment essential for data exploration, ML model prototyping and code sharing.

Open-source visualisation and monitoring platform. Create real-time dashboards for metrics and logs.

Open-source monitoring and alerting system. Standard for collecting and querying real-time performance metrics.

Observability platform dedicated to LLM systems. Tracing, evaluation and debugging of AI applications in production.

Open-source platform for ML lifecycle management: experiment tracking, model registry and deployment.

MLOps platform to track ML experiments, visualise metrics and collaborate on AI models.

Comprehensive cloud monitoring platform. Logs, metrics, APM traces and AI model monitoring in production in a unified interface.

CNCF standard for observability: unified collection of traces, metrics and logs. Foundation of LLM observability with frameworks like LangSmith.

Generative AI video and image creation platform. Reference for multimedia visual content generation.

Open-source and self-hostable automation platform. Create complex workflows with or without code.

No-code visual automation platform to connect applications and automate processes without writing code.

AI-powered presentation and document creation tool. Generates professional slides from a simple prompt.

No-code automation platform connecting 6000+ applications. Create automated workflows without code, increasingly AI-powered.

All-in-one workspace for documentation, project management and knowledge base. Widely used in data teams.

Collaborative whiteboard for architecture design, design thinking workshops and system mapping.

Reference enterprise ERP suite. Present in most large organisations as a data source for data projects.

World-leading CRM. Key data source for sales and marketing-oriented data and AI projects.

AI search engine with real-time citations. Replaces traditional search for tech monitoring, documentation research and topic exploration.

Industry standard collaborative design tool. Used to design interfaces for data and AI products.

Accessible graphic design tool integrating AI features. Create visuals and presentations for data teams.