Hi Obsidian Community! https://github.com/PublikPrinciple/obsidian-mcp-rest I’m working on implementing an MCP (Model Context Protocol) server that integrates with Obsidian’s Local REST API plugin. The goal is to allow AI assistants like Claude to interact directly with Obsidian vaults in a secure, local manner. Project Overview GitHub Repository: GitHub - PublikPrinciple/obsidian-mcp-rest: An MCP server implementation for accessing Obsidian via local REST API Purpose: Enable AI assistants ...
Batch processing framework for ellmer chat model interactions. Enables sequential and parallel processing of chat completions. Core capabilities include error handling with backoff, state persistence, progress tracking, and retry management. Parallel processing is implemented via the future framework. Additional features include structured data extraction, tool integration, timeout handling, verbosity control, and sound notifications. Includes methods for returning chat texts, chat objects, progress status, and structured data.
Mastering Long Codebases with Cursor, Gemini, and Claude: A Practical Guide
This guide outlines my approach to building software projects using Cursor IDE, leveraging Gemini (gemini-exp-1206, gemini-2.0-flash-exp) and Claude (3.5 sonnet and 3 opus) for effective development and maintaining code integrity. 1. Project Setup: Laying the Foundation for AI Collaboration Think of your project as a well-organized workshop where you and your AI collaborators (Gemini and Claude) will build something amazing. The first step is to set up the workshop properly. 1.1. Define the Ru...
Natural language processing has come a long way since its foundations were laid in the 1940s and 50s (for an introduction see, e.g., Jurafsky and Martin (2008, 2009, 2022 draft third edition): Speech and Language Processing, Pearson Prentice Hall). This CRAN task view collects relevant R packages that support computational linguists in conducting analysis of speech and language on a variety of levels - setting focus on words, syntax, semantics, and pragmatics.
FHIR for Fast and Efficient Health Data Sharing with the FDA and VA (eHealth Exchange use-case)
In this episode, Jay Nakashima, President of eHealth Exchange, joins us to discuss 'Project Best'—a groundbreaking collaboration between eHealth Exchange and...
RAG, AI Agents, and Agentic RAG: An In-Depth Review and Comparative Analysis
Discover the key differences and advantages of RAG, AI Agents, and Agentic RAG. Explore how these cutting-edge technologies power smarter AI solutions.
Convert Formatted Spreadsheets to Presentation-Ready Display Tables
Reads cell contents plus formatting from a spreadsheet file and creates an editable gt object with the same data and formatting. Supports the most commonly-used cell and text styles including colors, fills, font weights and decorations, and borders.
What is the Model Context Protocol (MCP)? — WorkOS
Anthropic developed the Model Context Protocol (MCP), an open standard that connects AI assistants to systems where data actually lives—content repositories, business tools, development environments, and more.
[ideas] Working with DBI - Targets as an ETL tool · ropensci targets · Discussion #1164
Help I understand and agree to https://books.ropensci.org/targets/help.html. Description I want to use targets as a form of a local, file-based ETL tool. That is, I have some data in some format, w...
Intro
Querying JSON with SQL is extremely powerful and convenient. Some great things about:Use SQL to query unstructured data
Join relational and JSON tables
Convert between JSON and relational schemaBut query writing can be difficult and non obvious at first. Official documentation doesn't have many samples. Many useful queries need other great but not widely known