During my time at AWS, I have always looked for opportunities to work with students. I have delivered over 50 talks at universities across the region, and watching the potential in the room is always a strong motivator. It reminds me of why I do this work, and that the students I meet today may […]
Ollama’s latest release candidate, v0.33.0-rc2, brings a handful of meaningful updates for self-hosted users, including tighter Claude Desktop integration and several under-the-hood improvements that make model caching more dependable. The Claude Desktop app now works directly with Ollama. You can toggle individual Ollama models on or off right from the menu bar, and pick any
Ollama v0.33.0-rc2 Adds Claude Desktop Integration and Cache Reliability Fixes Read More »
Perplexity integration package langchain-perplexity has been updated from version 1.4.0 to 1.4.1, bringing important fixes and housekeeping changes. The release focuses on compatibility with Perplexity’s Responses API, including making sure input items carry the type=”message” attribute, preserving any caller-supplied extra_body parameters when making requests, and switching to a supported Responses API model. These adjustments prevent
LangChain Perplexity 1.4.1: Responses API Fixes and Core Updates Read More »
By Channy Yun (윤석찬) on 21 AUG 2026 in Analytics, AWS Glue, Launch, News Today, Amazon Web Services announced the general availability of AWS Glue 6.0, which delivers a 30% price reduction compared with previous AWS Glue versions and introduces full support for Apache Iceberg v3 features. AWS Glue 6.0 is built on a fully
AWS Glue 6.0 Launches with 30% Lower Pricing and Full Apache Iceberg v3 Support Read More »
The langchain-fireworks integration has been updated to version 1.6.0, bringing new capabilities and important fixes for self-hosted LangChain deployments. The headline feature is the addition of document reranking, which allows users to improve retrieval quality by reordering documents based on relevance before passing them to the model. On the core side, standard model exception types
LangChain Fireworks 1.6.0 Adds Document Reranking and Tool Call Fixes Read More »
What’s New in This Update The langchain-openai package has been bumped from version 1.5.2 to 1.6.0, with a focus on making errors easier to understand and manage. The core library now includes standard exception types for model-related failures, so self-hosted users can catch and respond to errors more consistently across different providers. Additionally, the OpenAI
LangChain-OpenAI 1.6.0 Released with Clearer Error Handling Read More »
Version 1.5.2 of the langchain-openai package has been released, following a 1.5.2a1 pre-release, with a set of targeted improvements aimed at developers running OpenAI models through LangChain, especially in self-hosted or gateway-mediated environments. One of the key fixes in this release addresses how reasoning item boundaries are handled. Previously, when working with OpenAI responses that
Version 5.15.1 of the Transformers library is now available as a patch release, addressing several bugs that affected self-hosted deployments. The most notable fixes target DFlash and MTP candidate generators, where token placement on the correct device was corrected when using device_map=”auto”, and the logit distributions for candidate generators that rely on sampling have been
Transformers v5.15.1 Patch Release Resolves DFlash and MTP Generator Issues Read More »
By Channy Yun (윤석찬) on 18 AUG 2026 in News In the early days of cloud computing, AWS backed intensive, hands-on learning for builders through physical hubs known as AWS Pop-up Lofts in cities around the world. These spaces welcomed startup founders, developers, and anyone curious about AWS for events, meetings, and co-working. More recently,
In the Works: AWS Builder Lofts in Berlin, Hyderabad, and São Paulo Read More »
Introduction n8n 2.36.0, released on August 18, 2026, brings a broad set of improvements to the workflow automation platform. This update focuses heavily on the AI Builder and agent capabilities, while also delivering new integrations, editor enhancements, and a long list of bug fixes that improve stability and usability for self-hosted deployments. AI Builder and
n8n 2.36.0: AI Builder Refinements, New Integrations, and Platform Polish Read More »
