Sphinx/Manticore plugin for ActiveRecord/Rails
The main features of pat/thinking-sphinx are: Full Text Search and Retrieval, Search, Ruby Frameworks and Tools.
Open-source alternatives to pat/thinking-sphinx include: elastic/elasticsearch-ruby — Ruby integrations for Elasticsearch. sunspot/sunspot — Solr-powered search for Ruby objects. brexhq/prompt-engineering — This project is a comprehensive guide and framework for large language model prompt engineering. It provides a… pluginaweek/state_machine — This project is a Ruby library for defining and managing object lifecycles through states, events, and transition… xlang-ai/instructor-embedding — Instructor-embedding is a natural language processing framework designed to transform unstructured text into… bear-metal/tunemygc.
Ruby integrations for Elasticsearch
This project is a Ruby library for defining and managing object lifecycles through states, events, and transition rules. It functions as a declarative workflow engine that enforces business logic by restricting attribute changes to predefined, valid paths within Ruby classes. The library distinguishes itself through deep integration with database persistence layers, allowing it to automatically synchronize state changes with data models, validation frameworks, and transaction management. It supports dynamic configuration, enabling the construction of lifecycle rules at runtime from external d
This project is a comprehensive guide and framework for large language model prompt engineering. It provides a collection of techniques and patterns for optimizing model responses through structured system prompts, context management, and a variety of implementation patterns. The project focuses on several specialized domains, including the creation of autonomous agents through reasoning loops and the implementation of retrieval augmented generation to inject semantic context into prompts. It also provides methods for enforcing structured outputs in serialization formats like JSON or YAML for
