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#python#agents#document_search#evaluation#guardrails#llms#optimization#prompts#rag#vector_stores Ragbits is a tool that helps build and deploy GenAI applications quickly. It offers features like swapping between many language models, ensuring safe interactions with these models, and connecting to various data storage systems. Ragbits also includes tools for managing data and testing prompts, making it easier to develop reliable AI applications. This helps users create more accurate and efficient AI systems by integrating the latest data and reducing errors. Overall, Ragbits makes it faster and more efficient to develop and deploy AI applications. https://github.com/deepsense-ai/ragbits

Кішкентай бала қымызды алғаш рет татып көрді. Дәмін көргеннен кейін оның күлкілі реакциясы видеоға түсіп, желіде тарады. Маленький ребёнок впервые попробовал кумыс и сразу выдал смешную реакцию. Видео быстро разошлось по сети. Видео: asselya_nur1 #жаңалықтар#қымыз#бала#реакция#қазақстан#қызықвидео#күлікті#oknews#новости#кумыс#ребенок#реакция#казахстан#смешно#видео

Время — самое ценное, что может потратить человек – Теофраст, греческий философ (ученик Аристотеля). Согласны с древнегреческим философом? Мы тоже. 🫴Чтобы не тратить Ваше время впустую, предлагаем посмотреть полезный и качественный фильм-интервью с уважаемыми и выдающимися экспертами в разных областях знаний. Вас ждет приятное погружение в сферу устойчивого развития, экономики, энергетики, заповедного дела и даже антропологии! ПОВЕРЬТЕ! Эта история найдёт отклик в сердце каждого, потому что она о жизни и простых людях, которые следуют за тем, во что они верят💚 Приятного просмотра! 🤌Для ценителей первосортного видеоизображения оставляем ссылки на фильм более высокого разрешения (формат 4К, HD): YouTube - https://youtu.be/rK2z834eQUk ВКонтакте - https://vk.com/video145638753_456239343 Rutube - https://rutube.ru/video/c337c9d8e9a0be41287e1abf6e2fc68f/?r=a P.S. Медиапроект “Сказано-Сделано” Расширяем кругозор людей посредством ценного, увлекательного и научно-популярного медиаконтента. #сказаносделано #наука #мгу #экология #устойчивоеразвитие #видео #интервью #даниловданильян #дробышевский #марцинкевич #шпиленок #фатерина

#python#aws#mcp#mcp_client#mcp_clients#mcp_host#mcp_server#mcp_servers#mcp_tools#modelcontextprotocol AWS MCP Servers use the Model Context Protocol (MCP), an open standard that connects AI tools with AWS data and services in a simple, secure way. These servers improve AI responses by providing up-to-date AWS documentation, best practices, and workflow automation for cloud development, infrastructure, and operations. You can run MCP servers locally for development or use AWS-managed remote servers for easy access and scalability. MCP servers support many AWS services like Lambda, DynamoDB, EKS, and more, helping you build, manage, and optimize AWS resources efficiently with AI assistance. Installation is easy with one-click options for popular tools like VS Code and Cursor. This makes cloud development faster, more accurate, and cost-effective. https://github.com/awslabs/mcp

#python#ai_agents#ai_tutor#clawdbot#cli_tool#deepresearch#interactive_learning#large_language_models#multi_agent_systems#rag DeepTutor v1.0.0 is an open-source AI tutoring tool with personalized TutorBots, unified chat modes for solving problems, quizzes, research, and math animations, plus knowledge bases from your PDFs, persistent memory of your learning style, AI co-writing, and guided plans—all via easy web, Docker, or CLI setup. You benefit by getting a smart, evolving study companion that adapts to you, boosts understanding with interactive tools, and saves time on tough topics without starting over. https://github.com/HKUDS/DeepTutor

#python#docker#docker_compose#music#pdm#python#vue#xiaoai#xiaoai_speaker#xiaomi#xiaomusic XiaoMusic lets you play any music on your XiaoAI speaker using simple voice commands. You can install it easily with Docker or pip, then connect it to your Xiaomi account through a web interface. It downloads songs automatically and supports many formats. This means you can enjoy unlimited music, create playlists, and control playback hands-free, making your speaker much more powerful and flexible. https://github.com/hanxi/xiaomusic

#python#android#android_apps#f_droid#foss#free_and_op#free_and_open_source#izzyondroid#open_source#opensource This list offers free open-source Android apps for every need—from browsers, cameras, and music players to games, tools, and F-Droid stores like Neo-Store. Get them via F-Droid or IzzyOnDroid for no ads or tracking. It boosts your privacy and freedom by ditching Google apps, letting you control your data and phone fully. https://github.com/offa/android-foss

#python#agents#ai#ai_agents#api#developer_tools#function_calling#integration#llm#mcp#oauth2#open_source#permissions#tools ACI.dev is an open-source platform that helps build AI agents by providing easy access to over 600 tools. It simplifies authentication and tool integration, allowing AI agents to work with many services like Google Calendar and Slack without needing separate setups. This platform offers multi-tenant authentication, flexible access methods, and natural language permissions, making it easier to manage and secure AI agent capabilities. It's open-source and works with any framework, which means you can build AI agents without worrying about vendor lock-in. https://github.com/aipotheosis-labs/aci

Тауда жүрген қыз кенет тепе-теңдігін жоғалтып, жарға қарай сырғып кеткен. Бақытына қарай ол өзін ұстап қалып, төмен құлап кетпеді. Қауіпті сәт видеоға түсіп, желіде кең тарады. Девушка каталась по горному склону, но внезапно потеряла равновесие и едва не сорвалась в пропасть. Ей удалось удержаться, а опасный момент попал на видео и стал популярным в сети. Видео: cartagena.bici17 #жаңалықтар#тау#қауіп#видео#әлежелі#қызықжағдай#әлем#oknews#новости#горы#опасность#видео#соцсети#происшествие#интернет

#python#agents#generative_ai_tools#llamacpp#llm#onnx#openvino#parsing#retrieval_augmented_generation#small_specialized_models llmware is a powerful, easy-to-use platform that helps you build AI applications using small, specialized language models designed for business tasks like question-answering, summarization, and data extraction. It supports private, secure deployment on your own machines without needing expensive GPUs, making it cost-effective and safe for enterprise use. You can organize and search your documents, run smart queries, and combine knowledge with AI to get accurate answers quickly. It also offers many ready-to-use models and examples, plus tools for building chatbots and agents that automate complex workflows. This helps you save time, improve accuracy, and securely leverage AI for your business needs[1][3][5]. https://github.com/llmware-ai/llmware

#python#audio_generation#diffusion#image_generation#inference#model_serving#multimodal#pytorch#transformer#video_generation vLLM-Omni is a free, open-source tool that makes serving AI models for text, images, videos, and audio fast, easy, and cheap. It builds on vLLM for top speed using smart memory tricks, overlapping tasks, and flexible resource sharing across GPUs. You get 2x higher throughput, 35% less delay, and simple setup with Hugging Face models via OpenAI API—perfect for building quick multi-modal apps like chatbots or media generators without high costs. https://github.com/vllm-project/vllm-omni

#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