Overview This repository contains two specialized dictionaries designed to enhance the performance and accuracy of Large Language Models (LLMs) specially (Claude Opus ans Gemini fast/pro) when processing and generating content in Kabyle (Taqbaylit), a Berber language primarily spoken in the Kabylia region of Algeria. Contents The repository comprises two complementary lexical resources:
General Kabyle Dictionary: A comprehensive lexicon covering everyday vocabulary, common expressions, and general-purpose terminology in Kabyle Technical IT Dictionary: A specialized glossary of information technology and computer science terminology translated and adapted for Kabyle
Each dictionary is accompanied by grammatical guidelines and usage instructions specifically formatted for integration with LLM systems. Purpose and Applications Primary Objectives These dictionaries serve to:
Improve lexical accuracy: Provide LLMs with verified Kabyle vocabulary and terminology, reducing hallucinations and incorrect translations Enable domain-specific responses: Support technical discussions in Kabyle, particularly in information technology contexts Enhance grammatical consistency: Guide models in applying correct Kabyle grammatical rules and linguistic structures Preserve linguistic integrity: Maintain authentic Kabyle language patterns rather than relying on approximate translations from other languages
Use Cases
Integration with conversational AI systems (Claude, Gemini, ChatGPT, etc.) Development of Kabyle language processing tools Enhancement of machine translation systems Support for multilingual chatbots serving Kabyle-speaking communities Educational applications for Kabyle language learning
Implementation Integration with LLMs The dictionaries are designed to be incorporated into LLM prompts or system instructions. Each dictionary includes:
Lexical entries: Word definitions, translations, and contextual usage examples Grammatical rules: Specific instructions on Kabyle syntax, morphology, and linguistic conventions Usage guidelines: Instructions for the LLM on when and how to reference the dictionary content Contextual triggers: Specifications for when domain-specific terminology should be applied
Recommended Usage Pattern When integrating these resources with an LLM:
Include the relevant dictionary (general or technical) in the system prompt or context window Add the accompanying grammatical instructions Specify conditions under which the LLM should consult the dictionary Define prioritization rules when dictionary entries conflict with the model's training data
Technical Specifications
Format: Plain text/structured data (specify format) Language pair: Kabyle-French (or specify primary translation language) Encoding: UTF-8 Script: Latin alphabet (Kabyle standard orthography)
Linguistic Context Kabyle is a Northern Berber language belonging to the Afroasiatic language family. It exhibits distinct grammatical features including:
Gender distinction (masculine/feminine) Complex verbal morphology State system (free state/construct state) Specific particle usage
These dictionaries account for these linguistic characteristics to ensure authentic language generation. Limitations and Considerations
Dictionaries reflect contemporary Kabyle usage and may not cover all regional dialectal variations Technical terminology represents one possible standardization approach; alternative terms may exist LLM performance depends on proper integration and model capabilities Continuous updates may be necessary as the language evolves and new technical terms emerge
Contributing Contributions to expand and refine these dictionaries are welcome. Please consider:
Submitting additional vocabulary entries Proposing corrections to existing entries Suggesting grammatical clarifications Adding usage examples and contextual information
License (Specify your chosen license) Citation If you use these dictionaries in academic or commercial applications, please provide appropriate attribution. Contact (Your contact information or preferred communication channel)
Note: These dictionaries are designed as supplementary resources for LLMs and should be used in conjunction with the models' existing language capabilities. They do not replace comprehensive Kabyle language training data but serve to enhance accuracy and consistency in specific use cases.