amphi-ai/amphi-etl
Visual Data Preparation and Transformation. Low-Code Python-based ETL.
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Thibaut Gourdel
Technical Evangelist • Developer Marketing • Software Developer
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Working in the developer experience team focusing on AI frameworks integrations (LangChain, LlamaIndex, etc...) and the MongoDB MCP Server.
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MCP: Best Practices for Secure Agent-Database Interoperability
Guidance on securing Model Context Protocol agents when they interact with databases.
2025-10-02
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Powering Long-Term Memory for Agents With LangGraph and MongoDB
The MongoDB Store for LangGraph brings persistent long-term memory to AI agents with Atlas.
2025-08-20
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Introducing Text to MongoDB Query API with LangChain: Query MongoDB using Natural Language
Use Text-to-MQL to build chatbots and agents that understand and query your MongoDB databases in natural language.
2025-07-29
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AI Engineer World's Fair 2025
Lightning talk on implementing GraphRAG with MongoDB: RAG vs GraphRAG, demo, hybrid approaches.
2025-06-04
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GraphRAG with MongoDB Atlas: Integrating Knowledge Graphs with LLMs
Explains how to combine MongoDB Atlas with LangChain to build GraphRAG pipelines.
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2025-04-14
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ETL Engineering Trends in 2024
Highlights Python dominance, unstructured data workflows, GenAI-powered ETL, and lakehouse adoption.
2024-09-13
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Open-Source Visual ETL Tools in 2024
Curates leading open-source visual ETL tools and helps teams choose the right fit.
2024-09-13
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Why is Data Engineering being Pythonised
Explains the shift from JVM-heavy stacks to Python-driven data engineering workflows.
2024-08-05
Open Source Python ETL
Hacker News discussion about Amphi's open source Python ETL announcement for Amphi.
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2024-06-19
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Introducing Amphi: a new python-based ETL
Announces Amphi, a Python-based micro ETL tool, outlining its motivations and future vision.
2024-03-25
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Automate a full end-to-end CI/CD Pipeline with Microsoft Azure and Talend
Shows how Talend Cloud and Azure services can automate an end-to-end CI/CD pipeline for data workloads.
2019-10-30
note
I built Amphi from the ground up, and I continue to maintain it and collaborate with the community. The repository has surpassed 1,000 stars on GitHub and is used by hundreds of users weekly.
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2025-10-02
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2025-09-18
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Agents Meet Databases: The Future of Agentic Architectures
Frames how AI agents can safely query databases, weighing MCP tooling against custom integrations.
2025-08-01
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Navigating the Nuances of GraphRAG vs. RAG
Breaks down when vector-based RAG excels, where GraphRAG adds value, and how to choose the right approach.
2025-07-02
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2025-04-18
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Local-first and Reasoning-enhanced RAG With DeepSeek and MongoDB
Shows how DeepSeek models, Nomic embeddings, and MongoDB Atlas enable private, reasoning-rich RAG workflows.
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2025-02-01
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Should You Use Pandas for ETL?
Breaks down when Pandas excels, its limitations for production ETL, and alternatives to consider.
2024-09-13
Amphi.ai: Revolutionizing Data Engineering with a unique (GUI↔Code) Python Pipelines | Founder Demo
A short talk on the frameworks I use when building technical communities.
2024-08-16
Amphi ETL, Un projet Open Source Low Code pour faire du RAG très simplement !
Thibaut Gourdel présente l'ETL open source Amphi et ses connecteurs pour accélérer des projets RAG.
2024-06-20
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7 Must-Have JupyterLab Extensions for Data Practitioners in 2024
Highlights seven essential JupyterLab extensions that enhance workflows for data practitioners.
2024-06-04
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The first GitHub Action for Talend
Introduces Talend's first GitHub Action to bring CI/CD automation directly into GitHub workflows.
2020-03-19
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Going Serverless with Talend through CI/CD and Containers
Explains how Talend teams leverage containers and CI/CD automation to run serverless data integration.
2018-08-15