GitHub Trends

#go#agent#agentic#ai#chatbot#chatbots#embeddings#evaluation#generative_ai#golang#knowledge_base#llm#multi_tenant#multimodel#ollama#openai#question_answering#rag#reranking#semantic_search#vector_search WeKnora is a powerful tool that helps you understand and find answers in complex documents like PDFs and Word files. It uses advanced AI to read documents, understand what they mean, and answer your questions in a simple way. This tool is useful for businesses and researchers because it can quickly find information from many documents, making it easier to manage knowledge and make decisions. It also supports multiple languages and can be used privately, ensuring your data stays safe. https://github.com/Tencent/WeKnora

#go#blob_storage#cloud_drive#distributed_file_system#distributed_storage#distributed_systems#erasure_coding#fuse#hadoop_hdfs#hdfs#kubernetes#object_storage#posix#replication#s3#s3_storage#seaweedfs#tiered_file_system SeaweedFS is a fast, simple, and highly scalable distributed file system designed to store billions of files and serve them quickly, especially small files. It uses a master server to manage volumes on volume servers, which handle file data and metadata, enabling very fast file access with minimal disk reads. It supports features like replication, erasure coding, cloud integration for elastic storage, and compatibility with many metadata stores and APIs including Amazon S3. This means you get efficient, cost-effective storage with fast access, easy scaling, and flexible deployment options for large-scale file storage needs. https://github.com/seaweedfs/seaweedfs

#typescript#agent#agent_platform#ai_plugins#chatbot#chatbot_framework#coze#coze_platform#generative_ai#go#kouzi#low_code_ai#multimodel_ai#no_code#rag#studio#typescript#workflow Coze Studio is an easy-to-use, all-in-one platform for building AI agents and apps without needing much coding. It offers visual tools to design, debug, and deploy AI projects quickly using drag-and-drop workflows, plugins, and large language models like GPT-4. You can create smart assistants, chatbots, or custom AI apps with ready templates and manage models, knowledge bases, and plugins in one place. It supports no-code and low-code development, making AI accessible to both beginners and professionals, saving you time and effort in building powerful AI solutions tailored to your needs. It also supports multi-model integration and easy deployment. https://github.com/coze-dev/coze-studio

#go#archival#data_archiving#data_import#family_history#self_hosted#timeline Timelinize helps you organize your personal data from different sources like photos, messages, and social media into a single timeline on your computer. This keeps your data private and under your control, unlike cloud services. You can import data from many places, view it on a map, and see conversations across different platforms. It's like having a personal journal that you can add to and keep forever, without relying on companies to store it for you. This way, you can keep your memories safe and easily look back at them whenever you want. https://github.com/timelinize/timelinize

#go Fuck-u-code is a tool that checks how messy and bad your code is by giving it a "shit mountain" score from 0 to 100—the higher the score, the worse the code. It supports many programming languages and looks at seven key areas like complexity, comments, naming, and errors. It shows colorful reports in the terminal and can output Markdown for easy sharing or AI use. You can run it locally, so your code stays private. Using it helps you find problems early, improve code quality, and keep your projects clean and maintainable, saving time and effort in the long run. https://github.com/Done-0/fuck-u-code

#go#cloud_infrastructure#hacktoberfest#oauth2_proxy#ssl#sso OAuth2-Proxy is an open-source tool that protects your web applications by requiring users to log in through OAuth2 or OpenID Connect providers like Google, Microsoft, or GitHub. It works as a reverse proxy or middleware, intercepting requests and redirecting users to authenticate before accessing your app. It supports many providers and can pass user details as headers to your app, enhancing security without changing your app’s code. It offers easy installation, pre-built binaries, and secure container images, making it simple to add strong authentication to your services, especially in Kubernetes environments. This helps you control access safely and efficiently. https://github.com/oauth2-proxy/oauth2-proxy

#go The Docker MCP Gateway helps you run and manage AI tools called MCP servers securely and easily using Docker containers. It acts as a single, safe gateway that connects AI applications to many MCP servers, handling authentication, secrets, and OAuth securely without exposing sensitive data. You can start, configure, and monitor these servers with simple commands, ensuring isolation and control. This setup lets you develop, test, and deploy AI tools faster while keeping your environment secure and consistent across different clients. It also supports automatic discovery of tools and detailed logging for better oversight. This benefits you by simplifying AI tool management and improving security in your projects. https://github.com/docker/mcp-gateway

#go BloodHound Community Edition (CE) is a free, open-source tool that helps you find hidden security risks in identity and access systems by using graph theory. It works with Active Directory, Azure, and other platforms to map complex privilege relationships, showing possible attack paths attackers might use. This helps both attackers (for testing) and defenders (to fix weaknesses) understand and improve security. BloodHound CE is easy to deploy with container support, has a fast, user-friendly interface, supports secure multi-user access with features like two-factor authentication, and offers safe query execution. This means you can quickly and safely analyze your security environment to prevent attacks. https://github.com/SpecterOps/BloodHound

#go#codegen#dependency_injection#go#golang#initialization Wire is a tool for Go programming that automatically generates code to connect different parts of your application, making it easier to manage dependencies without writing repetitive setup code. It works at compile time, so it catches errors early and avoids slowing down your program during execution. Using Wire helps you write cleaner, safer, and more testable code by clearly showing how components depend on each other and allowing easy replacement of parts for testing. This saves you time and reduces mistakes when building or changing complex Go applications. https://github.com/google/wire

#go#external_secrets#hacktoberfest#kubernetes#kubernetes_secrets#secrets_manager External Secrets Operator (ESO) is a Kubernetes tool that connects external secret managers like AWS Secrets Manager, HashiCorp Vault, and others to Kubernetes, automatically injecting secret values into Kubernetes Secrets. However, official releases are paused because the current maintainer team is too small to support ongoing development and community help. You can still use the latest code from the main branch, but no new official versions or support will be provided until more maintainers join. If your team relies on ESO, contributing helps keep the project healthy and ensures future updates. This pause highlights the importance of community support for open-source tools you depend on. Using ESO benefits you by simplifying secure secret management in Kubernetes across multiple cloud providers. https://github.com/external-secrets/external-secrets

#go#open_telemetry#opentelemetry The OpenTelemetry Collector Contrib is a collection of extra components that extend the core OpenTelemetry Collector, helping you collect, process, and export telemetry data like traces, metrics, and logs from your applications. It supports many features such as filtering sensitive data, batching, retries, and custom processing, which improve security, reliability, and performance of your observability pipeline. You can build custom distributions using these components to fit your needs. This helps you monitor complex systems more easily, reduce costs, and maintain flexibility by supporting many data formats and backends without changing your application code. It is maintained by a community of experts ensuring quality and support. https://github.com/open-telemetry/opentelemetry-collector-contrib

#go#2fa#authentication#caddy#golang#middleware#nginx#selfhosted#sso#totp#traefik_middleware#typescipt Tinyauth is a simple tool that adds a login screen or OAuth login (Google, Github, etc.) to your Docker apps, making them secure easily. It works with popular reverse proxies like Traefik, Nginx, and Caddy. You can quickly set it up using their documentation and demo, and it supports basic authentication and API access. This helps protect your apps from unauthorized access without complex setup. It’s open source, actively developed, and has a helpful community on Discord for support. Using Tinyauth improves your app security with minimal effort and flexible login options. https://github.com/steveiliop56/tinyauth