#mdx #chatgpt #deep_learning #generative_ai #language_model #openai #prompt_engineering

Prompt engineering helps you use language models more effectively by designing better prompts. This skill is useful for various tasks like question answering, arithmetic reasoning, and coding. With prompt engineering, you can improve how language models perform and understand their capabilities and limitations. There are resources available, such as guides, courses, and tools, to help you learn and apply prompt engineering techniques. These resources include detailed guides, video lectures, and self-paced courses that can enhance your skills and make you more efficient in using language models.

https://github.com/dair-ai/Prompt-Engineering-Guide

#go #go #golang #language #programming_language

Go is a free and open-source programming language that helps you build simple, reliable, and efficient software. You can download and install Go easily from the official website, and there are instructions available if you need to install it from the source code. Go is made better by thousands of contributors, and you can help too by following the contribution guidelines. Using Go benefits you because it makes coding easier and faster, allowing you to create robust programs quickly.

https://github.com/golang/go

#typescript #javascript #language #typechecker #typescript

TypeScript is a special version of JavaScript that helps developers make fewer mistakes by adding optional types. This means you can tell the computer what kind of data each piece of code should handle, like numbers or words. It makes your code easier to read and understand, which helps when working with big projects. TypeScript also catches errors early, so you don't have problems later on. This makes it great for building reliable applications quickly and efficiently.

https://github.com/microsoft/TypeScript

#cplusplus #blockchain #cpp #ethereum #hacktoberfest #language #programming_language #smartcontracts #solidity

Solidity is a programming language used to create smart contracts on the Ethereum platform. It's designed for writing programs that run automatically without anyone controlling them, allowing users to implement tokens, voting systems, and more. Using Solidity benefits developers by providing a familiar syntax similar to C++ and JavaScript, making it easier to learn and use. Additionally, it supports complex data types and inheritance, which are useful for creating sophisticated smart contracts. This helps developers build secure and reliable decentralized applications (dApps) efficiently.

https://github.com/ethereum/solidity

#rust #language_server_protocol #postgres

The Postgres Language Server is a tool that helps developers work better with PostgreSQL databases. It provides features like autocompletion, syntax error highlighting, type-checking, and a linter to ensure your SQL code is correct and efficient. This tool makes it easier to write and manage SQL queries by reducing errors and suggesting improvements. It's available in various formats, such as a VSCode extension and Neovim plugin, making it accessible to different users. By using this tool, developers can write more accurate SQL code faster and improve their overall development experience.

https://github.com/supabase-community/postgres-language-server

#python #agplv3 #education #flashcards #foreign_language #hacktoberfest #hacktoberfest2022 #language_learning #python #second_language_acquisition #spaced_repetition #svelte

LibreLingo is a free, community-driven language-learning platform offering courses like Spanish, German, and French through interactive exercises, spaced repetition, and progress tracking across devices, while allowing users to contribute and modify content for a collaborative learning experience[1][4][5].

https://github.com/kantord/LibreLingo

#rust #code_quality #ide #language #language_server #lsp #python #rust #type_check #type_checker #typecheck #typechecker #types #typing

Pyrefly is a fast tool for checking Python code. It helps catch mistakes before you run your code, making it easier to write reliable programs. Pyrefly can work with both new and old Python projects, even if they don't have type information. It integrates well with editors like VSCode, providing features like auto-completion and code refactoring. This makes coding faster and more efficient, helping you avoid bugs and making your code easier to understand and maintain.

https://github.com/facebook/pyrefly

#jupyter_notebook #ai #artificial_intelligence #chatgpt #deep_learning #from_scratch #gpt #language_model #large_language_models #llm #machine_learning #python #pytorch #transformer

You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4].

https://github.com/rasbt/LLMs-from-scratch

#typescript #ai #chatgpt #docsgpt #hacktoberfest #information_retrieval #language_model #llm #machine_learning #natural_language_processing #python #pytorch #rag #react #semantic_search #transformers #web_app

DocsGPT is an open-source AI tool that helps you quickly find accurate answers from many types of documents and web sources without errors. It supports formats like PDF, DOCX, images, and integrates with websites, APIs, and chat platforms like Discord and Telegram. You can deploy it privately for security, customize it to fit your brand, and connect it to tools for advanced actions. This means you save time searching for information, get reliable answers with sources, and improve productivity whether you’re a developer, support team, or business user. It’s easy to set up and scales well for many users[2][3][4].

https://github.com/arc53/DocsGPT

#elixir #debug_adapter_protocol #elixir #language_server #language_server_protocol #lsp

ElixirLS is a tool that helps you write and debug Elixir code more easily by providing features like code completion, go-to-definition, inline error reporting, and a powerful debugger that supports breakpoints and step-through debugging. It works with many editors and IDEs through standard protocols, making it flexible to use. It also integrates Dialyzer for static code analysis to catch bugs early and offers a server that helps AI tools understand your code better. Using ElixirLS speeds up development, improves code quality, and makes debugging simpler and more efficient. It supports recent Elixir and OTP versions and can be customized for your project needs.

https://github.com/elixir-lsp/elixir-ls

#elixir #elixir #language_server_protocol #lsp

Expert is the official language server for Elixir, helping your code editor understand and work with Elixir code better. You can easily install it by downloading the right version for your system or build it from source if you prefer. Expert supports the latest features through nightly builds and integrates smoothly with your editor, improving coding with features like error checking and code completion. Using Expert makes writing Elixir code faster and less error-prone, boosting your productivity and coding experience. It is open source under Apache License 2.0 and supported by sponsors, ensuring ongoing development and support.

https://github.com/elixir-lang/expert

#python #agent #ai #ai_coding #claude #claude_code #language_server #llms #mcp_server #programming #vibe_coding

Serena is a free, open-source toolkit that turns large language models (LLMs) into powerful coding agents able to work directly on your codebase with IDE-like precision. It uses semantic code analysis to understand code structure and symbols, enabling efficient code search and editing without reading entire files. Serena supports many programming languages and integrates flexibly with various LLMs and development environments via the Model Context Protocol (MCP). This means you can automate complex coding tasks, improve productivity, and reduce costs without subscriptions, making your coding workflow faster and smarter.

https://github.com/oraios/serena

#python #language_models #linux #machine_translation #nlp #open_source #python #transformers #translation

Argos Translate is a free, open-source tool that lets you translate text offline using your own computer. It works as a Python library, command-line tool, or with a graphical interface, and supports many languages. You can install language packages for direct translations, and it can even translate between languages that don’t have a direct package by using a middle language. This means you can translate more language pairs, though the quality might be a little lower. Argos Translate is fast, private, and does not need an internet connection after setup, making it useful for secure or offline translation needs.

https://github.com/argosopentech/argos-translate