Thibaut Gourdel

A walkthrough of MongoDB Atlas Embedding and Reranking API, showing how to unify retrieval models, vector search, and data in one stack.

Learn about MongoDB Agent Skills and plugins that embed best practices and guardrails to prevent tech debt and unoptimized queries on a scale.

Announces Atlas Embedding and Reranking API in public preview, bringing Voyage AI retrieval models directly into Atlas.

An overview of RTEB and how this benchmark helps compare embedding models across retrieval tasks.

Guidance on securing Model Context Protocol agents when they interact with databases.

Frames how AI agents can safely query databases, weighing MCP tooling against custom integrations.

Breaks down when vector-based RAG excels, where GraphRAG adds value, and how to choose the right approach.

Shows how DeepSeek models, Nomic embeddings, and MongoDB Atlas enable private, reasoning-rich RAG workflows.

Breaks down when Pandas excels, its limitations for production ETL, and alternatives to consider.

A short talk on the frameworks I use when building technical communities.

Thibaut Gourdel présente l'ETL open source Amphi et ses connecteurs pour accélérer des projets RAG.

Highlights seven essential JupyterLab extensions that enhance workflows for data practitioners.

Introduces Talend's first GitHub Action to bring CI/CD automation directly into GitHub workflows.

Explains how Talend teams leverage containers and CI/CD automation to run serverless data integration.

This web app presents a MongoDB‑based challenge that you answer by typing text into the interface. After you submit, the app checks your responses against a MongoDB session and immediately tells yo...

A short video walkthrough to build a multimodal search and retrieval workflow on MongoDB Atlas.

Enable Vision RAG with Voyage AI’s multimodal embeddings to search PDFs, presentations, and visually rich documents without heavy parsing or OCR.

The MongoDB Store for LangGraph brings persistent long-term memory to AI agents with Atlas.

Use Text-to-MQL to build chatbots and agents that understand and query your MongoDB databases in natural language.

Lightning talk on implementing GraphRAG with MongoDB: RAG vs GraphRAG, demo, hybrid approaches.

Explains how to combine MongoDB Atlas with LangChain to build GraphRAG pipelines.

Highlights Python dominance, unstructured data workflows, GenAI-powered ETL, and lakehouse adoption.

Curates leading open-source visual ETL tools and helps teams choose the right fit.

Explains the shift from JVM-heavy stacks to Python-driven data engineering workflows.

Hacker News discussion about Amphi's open source Python ETL announcement for Amphi.

Announces Amphi, a Python-based micro ETL tool, outlining its motivations and future vision.

Shows how Talend Cloud and Azure services can automate an end-to-end CI/CD pipeline for data workloads.