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#python #agents #ai #artificial_intelligence #attention_mechanism #chatgpt #gpt4 #gpt4all #huggingface #langchain #langchain_python #machine_learning #multi_modal_imaging #multi_modality #multimodal #prompt_engineering #prompt_toolkit #prompting #swarms #transformer_models #tree_of_thoughts

Swarms is an advanced multi-agent orchestration framework designed for enterprise-grade production use. Here are the key benefits and features Swarms offers production-ready infrastructure with high reliability, modular design, and comprehensive logging, reducing downtime and easing maintenance.
- **Agent Orchestration** Swarms allows multi-model support, custom agent creation, an extensive tool library, and multiple memory systems, providing flexibility and extended functionality.
- **Scalability** Swarms includes a simple API, extensive documentation, an active community, and CLI tools, making development faster and easier.
- **Security Features**//docs.swarms.world) for more detailed information.

https://github.com/kyegomez/swarms
#rust #ai #chatgpt #claude #cli #command_line #command_line_tool #gpt #llm #prompt #prompt_engineering #prompt_generator #prompt_toolkit #rust

`code2prompt` is a tool that helps you convert your entire codebase into a single prompt for large language models (LLMs) like GPT or Claude. It generates a well-formatted Markdown document showing your code structure and details. You can customize the prompt using templates, exclude certain files, and even get the token count of the generated prompt. This tool saves time by automating the process of copying and formatting multiple source files into a single prompt, making it easier to analyze, document, or improve your code using LLMs. It also allows you to save the prompt to a file or copy it directly to your clipboard.

https://github.com/mufeedvh/code2prompt
#typescript #llm #prompt #prompt_engineering #prompt_optimization #prompt_toolkit #prompt_tuning

Prompt Optimizer is a tool that helps you write better instructions for AI models, making their answers more accurate and useful. It works as a web app and a Chrome extension, supports many popular AI models like OpenAI, Gemini, and DeepSeek, and lets you compare original and improved prompts side by side. You can set advanced options for each model, and your data stays private and secure. The benefit is that you get smarter, clearer AI responses with less effort, and you can use it easily on any device or browser.

https://github.com/linshenkx/prompt-optimizer