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Medium

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# Discover Open-Source Android Apps: A Beginner’s Guide

Open-source apps prioritize privacy, offer better functionality, are customizable, and community-driven.
F-Droid, an app store dedicated to free and open-source software (FOSS), is an exceptional platform for reliable, lightweight, and transparent apps.
Users can enhance their Android experience with apps like Bitwarden, NewPipe, KDE Connect, Etar, Signal, OpenBoard, Diary Vault, MPV, and Tasks.org.
Bitwarden allows users to manage multiple passwords securely, NewPipe is an ad-free YouTube alternative, Etar offers a clean and simple calendar, and Signal provides end-to-end encryption messaging.
OpenBoard is a privacy-friendly keyboard, Diary Vault is a secure diary app, MPV is a lightweight media player, and Tasks.org is a robust task management app.
F-Droid promotes maximum transparency by providing access to every app’s source code and not collecting user data.
Users can install F-Droid by enabling app installations, downloading F-Droid, installing the APK, and launching the store.
Switching to open-source Android apps is a step toward ethical, privacy-focused technology.
Open-source apps empower users to take control of their digital life and prioritize privacy over data collection and tracking.
Users can download open-source Android apps from F-Droid and other sources.

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TechCrunch

259

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A Chinese lab has released a model to rival OpenAI’s o1

A Chinese lab has unveiled DeepSeek-R1, a reasoning AI model to rival OpenAI's o1.
DeepSeek-R1 is claimed to perform on par with o1 on popular AI benchmarks.
The model struggles with certain logic problems and blocks politically sensitive queries.
DeepSeek, backed by High-Flyer Capital Management, plans to open source DeepSeek-R1.

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Hackernoon

348

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9 Open Source Projects Every Developer Needs to Bookmark for Their Workflow

Open-source tools offer significant benefits over other tools and can help improve workflow efficiency, increase control and are community-driven.
This article highlights 9 open-source projects that are great for elevating a developer's toolkit and inspiring big projects.
StackQL is an open-source tool that allows users to manage cloud services and resources easily using Structured Query Language (SQL).
Flagsmith is an open-source feature flag management tool that enables gradual feature rollouts for safer deployments and easier A/B testing.
Formbricks is an open-source tool for collecting user feedback and form analytics, helping developers to understand user behavior and improve user experience.
Dub is an open-source URL shortener with built-in analytics that helps developers manage and analyze shortened URLs, streamlining workflows for projects and tracking data.
AppFlowy is an open-source note-taking tool that provides a flexible workspace for managing tasks, notes and knowledge, designed for privacy and scalability.
APITable is an open-source tool that combines the ease of spreadsheets with the power of databases, simplifying data management and collaboration, optimizing workflows with minimal setup and knowledge.
Flowise is an open-source visual tool that simplifies building workflows for large language models (LLMs), designed to integrate AI with apps easily.
Jan is an open-source, ChatGPT alternative that runs 100% offline on your device, enhancing productivity by allowing you to learn from the AI running on your device.
Docsify is an open-source documentation site generator designed to simplify the process of generating documentation and making it easy for developers to maintain and update their docs.

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TechCrunch

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GitHub launches $1.25M open source fund with a focus on security

GitHub has launched the GitHub Secure Open Source Fund with an initial commitment of $1.25 million in capital from various contributors.
The program aims to support critical open source projects with a focus on security.
Applicants can apply for funding until January 7, 2025, with programming and funding starting shortly after.
Selected projects will receive $10,000 each, along with mentorship, certification, education workshops, and ongoing access to GitHub tools.

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The New Stack

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Mirantis Unveils Next-Generation Kubernetes Platform With MKE 4 Release

Mirantis has announced the upcoming release of Mirantis Kubernetes Engine (MKE) 4, shifting from Docker Swarm to k0s Kubernetes distribution.
MKE 4 offers an optimizable and composable architecture, integration of KubeVirt, automated drift correction and updates, and enhanced security compliance.
Upgrading to MKE 4 is streamlined for existing users, and the CLI and APIs remain unchanged.
MKE 4 will be available on Nov. 20, 2024, with options for 24/7 enterprise support and flexible deployment options.

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Hackernoon

420

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Building a Flexible Framework for Multimodal Data Input in Large Language Models

AnyModal is a flexible, modular framework designed to simplify and streamline multimodal AI development, bringing all types of data together without the hassle.
Multimodal AI combines text, images, audio, and other data into one processing pipeline, enabling models to tackle tasks that were previously too complex for single-modality systems.
Current solutions for integrating modalities are either highly specialized or require a frustrating amount of boilerplate code to make them compatible with one another.
The input tokenizer of AnyModal bridges the gap between non-textual data and the LLM’s text-based input processing.
AnyModal uses a projection layer that transforms the feature vectors to align them with the LLM’s input tokens.
This framework enables the model to treat multimodal data as a single sequence, allowing it to generate responses that account for all input types.
Existing frameworks focus narrowly on specific combinations of modalities, whereas AnyModal can swap out feature encoders and connect them to an LLM seamlessly.
AnyModal has already been applied to several use cases, with exciting results in LaTeX OCR, chest X-ray captioning, and image captioning.
AnyModal reduces boilerplate, offers flexible modules, and allows quick customization, making it an ideal solution for multimodal AI.
The developer is currently working on adding support for additional modalities like audio captioning and expanding the framework to make it even more adaptable for niche use cases.

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Hackernoon

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An Open-Source Platform for Multi-Agent AI Orchestration

Bluemarz is an open-source platform designed for managing and orchestrating multiple AI agents.
It offers scalability, flexibility, and support for multiple language models.
Bluemarz introduces the concepts of Agent, Session, and Assignment for a flexible workflow.
It addresses limitations in multi-agent support, session scalability, and enterprise-ready security.

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TechCrunch

264

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Workbrew makes open-source package manager Homebrew enterprise-friendly

Workbrew, a startup founded by former GitHub executives, aims to bring the benefits of Homebrew, an open-source package manager, to the enterprise.
The platform helps companies to mitigate the risks of shadow IT by enabling admins and security teams to gain centralised visibility and control over Homebrew's deployments.
Workbrew provides a free plan with no user or device restrictions, and offers a pro plan for $10/month, which includes features such as policy enforcement and advanced security tooling.
The enterprise plan is available with custom pricing and offers an added layer of security and compliance features, such as support for single sign on (SSO).
The startup has received $5m in funding from Heavybit, Essence VC, Operator Collective and a range of angel investors, including Tom Preston-Werner, co-founder and ex-CEO of GitHub.
Workbrew brings enterprise-level rigour and support to Homebrew deployments, by offering special integrations with mobile device management (MDM) software such as Jamf, Kandji, Fleet and SimpleMDM.
Workbrew is designed to allow companies to enforce access control for packages, from those freely available to all to those subject to formal approval processes.
Workbrew emerged from stealth mode in August 2021, and already has around 20 customers, including Emburse and Vespa.
With $5m in new funding, Workbrew said it plans to scale its platform and build further integrations with MDM software and more developer-focused features.
The continued support of the open-source Homebrew project is critical for the success of Workbrew.

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Medium

362

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Investment in open source CRM Twenty

Twenty, a fast-growing open-source CRM platform, has raised a $5M seed round.
The CRM market, expected to reach over $250 billion in the next eight years, is largely dominated by legacy vendors like Salesforce.
Twenty aims to disrupt the CRM market by offering an open, flexible platform that enables businesses to truly own their stack.
Since its launch in July 2023, Twenty has become the leading open-source CRM, attracting a large open-source community and gaining attention from enterprises and consultancies.

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TechCrunch

602

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Mistral unveils new AI models and chat features

French AI startup Mistral has unveiled new updates to its product portfolio.
The Le Chat chatbot platform now includes web search capabilities and a canvas tool for content editing.
Le Chat can process large PDF documents and images, and incorporates Black Forest Labs' Flux Pro model.
Mistral has also introduced Pixtral Large and Mistral Large 24.11 models for text and image processing.

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VentureBeat

152

AnyChat brings together ChatGPT, Google Gemini, and more for ultimate AI flexibility

AnyChat unites multiple large language models (LLMs) to offer developers unprecedented flexibility and choice.
Developed by machine learning growth lead Ahsen Khaliq, the tool makes it easier for developers to experiment with and deploy LLMs between multiple sources.
At its core, AnyChat exposes no restrictions on traditional LLM platforms, offering its users total control over which models they can use.
However, the AI industry has seen more companies commit to individual platforms, restricting their ability to integrate AIs easily into their operations.
AnyChat addresses this by offering a unified interface for both proprietary and open-source models.
AnyChat supports a range of models via Hugging Face, a popular platform for open-source AI methods.
The added support for multimodal AI capabilities makes AnyChat an ideal platform for text and image analytics.
The tool also supports real-time search and multimodal abilities, which makes it perfect for more complex applications.
AnyChat leverages its open architecture to encourage more developers to experiment and contribute to the platform, further enhancing its capabilities.
In conclusion, AnyChat is an exciting, new tool with unlimited potential to shape the AI landscape, providing developers and enterprises with unmatched control over AI experimentation, deployment, scalability, and choice.

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VentureBeat

112

Mistral unleashes Pixtral Large and upgrades Le Chat into full-on ChatGPT competitor

French startup Mistral has launched Pixtral Large, a new monumental model with 124 billion parameters suitable for multilingual OCR, chart understanding and reasoning.
Pixtral Large includes a 1-billion-parameter vision encoder and a 123-billion-parameter decoder, ensuring it can process both text and visual data.
Additionally, the new upgrades will enhance the company's free web-based chatbot, Le Chat, with image generation, web search and an interactive canvas added to its functionalities.
Le Chat will now have the ability to process PDFs, extract data from tables, graphs, and equations, and produce high-quality visuals.
Mistral hopes the features will enable users to use Le Chat as a versatile AI assistant to save time and effort performing tasks that would require multiple tools otherwise, as well as creating a better AI experience to co-design models and product interfaces.
Pixtral Large's weights and model are publicly available but distributed under a Mistral AI Research Licence limited to non-commercial, research-focused applications.
Le Chat can be accessed by users provided they have a Mistral, Google, or Microsoft account.
Mistral AI competes with giants of the industry such as Google and OpenAI, with the latter releasing its own interactive sidebar feature Canvas for ChatGPT, while Mistral has launched Le Chat's Canvas.
A recent survey suggested that usage of Mistral’s models and API by large enterprises remained far behind those of US-based companies such as OpenAI and Microsoft.
However, in the post-presidential election world, there are indications that European options such as Mistral may become more attractive compared to their US counterparts.

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TechCrunch

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Twenty is building an open source alternative to Salesforce

Twenty is building an open source alternative to Salesforce.
The startup has been iterating on a CRM platform and making it available on GitHub.
Twenty aims to create a community of CRM and open source enthusiasts around their platform.
The company is focused on building a flexible framework that can be customized for different use cases.

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Marktechpost

MIT Researchers Propose Boltz-1: The First Open-Source AI Model Achieving AlphaFold3-Level Accuracy in Biomolecular Structure Prediction

MIT researchers have introduced Boltz-1, an open-source model that achieves AlphaFold3-level accuracy in biomolecular structure prediction.
Boltz-1 follows the framework of AlphaFold3 but introduces architectural and procedural innovations to enhance accuracy and accessibility.
The model utilizes novel algorithms for sequence alignment and a unified cropping approach for efficient training.
Boltz-1's breakthrough could accelerate discoveries in drug design, structural biology, and synthetic biology.

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Medium

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Building darted_cli: Empowering Developers to Create Stellar CLI Tools in Dart

Building darted_cli: Empowering Developers to Create Stellar CLI Tools in Dart
Dart-based CLI for automating repetitive tasks with improved argument parsing and command validation
Easily define arguments, handle flags, customize outputs, and handle file I/O with darted_cli
Future plans for growth and improvement of darted_cli

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