Blog Posts | Joshua Berkowitz

31 Articles

github × LLM ×

LangExtract: Grounded, Structured Extraction for Long Text

LangExtract is a focused open-source library from Google that turns unstructured text into structured data you can trust. It combines schema-guided prompts, precise span alignment to the source text, ...

Gemini information extraction langextract LLM NLP Ollama OpenAI plugins Python

Sep 9, 2025

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Github Repos

Transforming Unstructured Text: LangExtract Unlocks Data with Gemini-Powered LLMs

Turning free-form text into structured, actionable data is a persistent challenge across industries. Google’s open-source Python library, LangExtract , addresses this gap by harnessing the power of Ge...

data visualization Gemini information extraction LangExtract LLM natural language processing Python unstructured data

Sep 7, 2025

0 4708

News

LLMigrate Turns Lazy LLMs Into Reliable C-to-Rust Translators

Rewriting performance-critical C code in Rust promises stronger memory safety with similar speed, but moving large systems is hard. A new preprint introduces LLMigrate, a toolchain that combines large...

C-to-Rust Linux Kernel LLM Program Repair Rust

Sep 6, 2025

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Papers

Train a Reasoning LLM in 48 Hours with NVIDIA NeMo

Could you create a powerful reasoning language model in just two days, using only a single GPU? Thanks to NVIDIA’s latest innovations, this feat is now within reach for researchers and developers ever...

AI dataset language models LLM machine learning NVIDIA NeMo reasoning

Aug 28, 2025

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News

AI-Powered Mock APIs: Supercharging Testing with Docker and Microcks

Modern development demands more than cookie-cutter mock data. Test environments need to simulate real-world conditions, and static responses often fall short. By combining Docker Model Runner and Micr...

AI testing Docker integration testing LLM Microcks mock APIs OpenAPI test automation

Aug 4, 2025

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News

Unlocking Flexibility: any-llm Simplifies Access to Multiple LLM Providers

Accessing different large language model providers has traditionally meant wrestling with unique APIs, compatibility issues, and the risk of getting stuck on a single platform. Mozilla.ai’s newly rele...

AI tools API developer tools LLM model providers Mozilla OpenAI Python

Jul 31, 2025

0 12089

News

Devstral: Redefining Open-Source Coding Agents for Autonomous Software Engineering

Open-source enthusiasts and professional developers alike have long awaited a model that could deliver true autonomy in software engineering. Enter Devstral , the latest innovation from Mistral AI and...

AI models benchmark coding agent Devstral enterprise LLM open-source software engineering

May 28, 2025

0 4378

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