Building Agentic Workflows in Python with LangGraph
In this article, you will learn how to build a complete agentic workflow in Python with LangGraph, from a single model call to a tool-using agent with persistent conversation memory….
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Loop Engineering with Adaptive Parsing in Action: Parsing Flat Tables with Azure and Figures with a Vision LLM
do not look bad until the answer comes out (classic OCR is the textbook case: EasyOCR recovers the words and quietly drops the table structure around them, and the answer…
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What developers built on GitLab Orbit
We gave a few thousand developers GitLab Orbit. Then we got out of the way. The community responded with creative solutions to real production problems slowing down their teams. The…
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Shipping huggingface_hub every week with AI, open tools, and a human in the loop
huggingface_hub is the Python client at the base of the Hugging Face ecosystem. transformers, datasets, diffusers, sentence-transformers and dozens of other libraries depend on it to talk to the Hub….
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Introducing Gemma 3 270M: The compact model for hyper-efficient AI
The last few months have been an exciting time for the Gemma family of open models. We introduced Gemma 3 and Gemma 3 QAT, delivering state-of-the-art performance for single cloud…
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Building Enterprise LLM Agents in 2026: Architecture, Best Practices, and Real-World Use Cases
Large Language Models have changed how developers build AI applications. Instead of creating rule-based chatbots with limited capabilities, teams are now developing intelligent LLM agents that can reason, retrieve business…
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Someone Fine-Tuned OpenBMB’s MiniCPM5-1B on Claude Fable 5 Traces to Ship a 657MB Local Thinking Model
A community developer, GnLOLot, has published a 1B model that runs fully on local hardware. The model is MiniCPM5-1B-Claude-Opus-Fable5-Thinking, with GGUF builds for llama.cpp-compatible runtimes. It needs no API key…
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Loop Engineering for RAG Question Parsing: The Small Loop That Runs Before Retrieval
A user asks the pipeline: “what is the premium?” on a fifty-page insurance policy. The parser looks at the doc profile it just got from the parsing brick: doc_type: insurance_policy…
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Experimenting with the proposed Cross-Origin Storage API in Transformers.js
(This is a guest post by Developer Relations Engineer Thomas Steiner from the Chrome team at Google.) Transformers.js provides Web developers with a simple way to use the power of…
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combining generative AI with live-action filmmaking
Today, Eliza McNitt’s short film, “ANCESTRA,” premieres at the Tribeca Festival. It’s the story of a mother, and what happens when her child is born with a hole in its…
