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Source channel @githubtrending · Post #15547 · Mar 7

#python#agent_memory#financial_forecasting#future_prediction#knowledge_graph#llms#multi_agent_simulation#public_opinion_analysis#python3#social_prediction#swarm_intelligence MiroFish is a simple AI tool that predicts anything by creating a digital world from your data like news, policies, or stories. Upload seed info and describe what you want to predict; it builds thousands of smart agents with personalities and memories to interact, simulate futures, and give you a detailed report plus chat access. You benefit by testing decisions risk-free—like policy impacts or story endings—making smart choices or fun ideas win through safe, accurate previews. https://github.com/666ghj/MiroFish

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@githubtrending · Post #14735 · 05/22/2025, 11:30 AM

#javascript#api_client#api_testing#automation#developer_tools#git#graphql_client#http_client#javascript#openapi#openapi3#opensource#rest_api#testing#testing_tools Bruno is a free, open-source API testing tool that stores your API collections as plain text files on your device, ensuring your data stays private without cloud syncing. It works across Mac, Windows, and Linux, and supports collaboration through Git or any version control system, making teamwork easier. Bruno automates API testing with JavaScript scripts, increasing efficiency, test coverage, and simplifying integration into CI/CD pipelines. This helps catch bugs early, maintain tests easily, and run regression tests smoothly, saving you time and improving API reliability compared to traditional tools like Postman. You can download it easily via multiple package managers. https://github.com/usebruno/bruno

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@githubtrending · Post #14911 · 07/03/2025, 03:30 PM

#javascript#hacktoberfest#oas#open_source#openapi#openapi_specification#openapi3#openapi31#rest#rest_api#swagger#swagger_api#swagger_js#swagger_oss#swagger_ui Swagger UI is a tool that helps developers and users interact with APIs. It creates a visual interface from OpenAPI specifications, making it easy to understand and use APIs without needing to know the underlying code. This tool benefits users by providing clear documentation and allowing them to test API methods directly from the interface. It also supports collaboration and compliance with the latest OpenAPI standards, making it easier to develop and consume APIs efficiently[1][3][5]. https://github.com/swagger-api/swagger-ui

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@githubtrending · Post #14761 · 05/29/2025, 01:00 PM

#python#api#async#asyncio#fastapi#framework#json#json_schema#openapi#openapi3#pydantic#python#python_types#python3#redoc#rest#starlette#swagger#swagger_ui#uvicorn#web FastAPI is a modern Python web framework for building fast, reliable APIs that is easy to learn and quick to code, making it ready for production use right away. It uses standard Python type hints, which means you get automatic data validation, fewer bugs, and great editor support with code completion and type checks. FastAPI also generates interactive documentation automatically, so you and your team can understand and test your API easily. The main benefit is that you can develop robust, high-performance APIs much faster and with less effort, while reducing errors and making your code easier to maintain[1][2][3]. https://github.com/fastapi/fastapi