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#typescript #agent #ai #anthropic #backend_as_a_service #chatbot #gemini #genai #gpt #gpt_4 #llama3 #llm #llmops #nextjs #openai #orchestration #python #rag #workflow #workflows

Dify is an open-source platform for developing AI applications, especially those using Large Language Models (LLMs). It offers a user-friendly interface to build and test AI workflows, integrate various LLMs, and manage models. Key features include a visual workflow builder, comprehensive model support (including GPT, Mistral, and more), a prompt IDE for crafting and testing prompts, RAG pipeline capabilities for document ingestion and retrieval, and agent capabilities with pre-built tools like Google Search and DALL·E.

Using Dify, you can quickly move from prototyping to production with features like observability to monitor application performance and backend-as-a-service for easy integration into your business logic. You can deploy Dify via their cloud service or self-host it in your environment. This makes it highly versatile and beneficial for developers looking to leverage AI efficiently in their projects.

https://github.com/langgenius/dify
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#javascript #api #backend #backend_api #frontend #mobile_development

The FreeAPI.app project is a free and open-source API hub that helps developers learn and work with APIs in any programming language. It offers a wide range of APIs across different industries, making it easy to integrate them into your applications. Here are the key benefits** You can use all the APIs without any cost, allowing you to experiment and build projects freely.
- **Diverse APIs** Clear documentation, code samples, and SDKs make it simple to integrate these APIs into your projects.
- **Community Support** You can run the API hub locally or deploy it to a server, giving you flexibility in your development environment.

This project is great for developers because it removes barriers to entry, offers extensive learning resources, and supports both beginners and advanced developers in building their portfolios.

https://github.com/hiteshchoudhary/apihub
#typescript #angular_roadmap #backend_roadmap #blockchain_roadmap #computer_science #dba_roadmap #developer_roadmap #devops_roadmap #frontend_roadmap #go_roadmap #hacktoberfest #java_roadmap #javascript_roadmap #nodejs_roadmap #python_roadmap #qa_roadmap #react_roadmap #roadmap #software_architect_roadmap #vue_roadmap

Roadmap.sh is a helpful resource for developers. It offers interactive roadmaps, articles, and resources to guide you in various areas like frontend, backend, DevOps, and more. You can click on the roadmap nodes to learn more about each topic. It also includes best practices and questions to test your knowledge. This tool helps you choose a learning path and improve your skills efficiently. Sharing it with others can also benefit the community.

https://github.com/kamranahmedse/developer-roadmap
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#other #architecture #awesome #awesome_list #backend #big_data #computer_science #design_patterns #devops #distributed_systems #interview #interview_practice #interview_questions #lists #machine_learning #programming #resources #scalability #system #system_design #web_development

This resource provides a comprehensive guide to building scalable, reliable, and performant large-scale systems. Here are the key benefits It offers detailed articles and case studies from prominent engineers on how to design systems that can handle heavy loads and perform well for both single users and millions of users.
- **System Design Interviews** It covers how to scale teams effectively, focusing on increasing team output and value rather than just growing the team size.
- **Community Contributions** The resource covers a wide range of topics including scalability, availability, stability, performance, intelligence, architecture, and more, providing a holistic view of system engineering.

Overall, this guide is invaluable for anyone looking to build or maintain large-scale systems efficiently.

https://github.com/binhnguyennus/awesome-scalability