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/llms.txt: A Simple Way to Control How AI Bots See Your Site 🤖

With the rise of AI web crawlers, many sites are looking for ways to control how their content is used for AI training.
LLMs.txt is a proposed standard that lets website owners specify whether AI models can train on their content, which parts of the site are allowed/disallowed for training, attribution requirements, and rate limiting for AI crawlers.
Implementing LLMs.txt involves adding an LLMs.txt file to the root directory of the website, specifying policies like allowing or disallowing training, requiring attribution, and setting rate limits for crawling.
Major tech companies often allow training on public blog content, restrict documentation, and disallow training on premium content.

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Dev

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Computer Vision Learning: Free Online Courses for Aspiring Technologists

Computer Vision has emerged as a transformative field in digital imaging and AI.
UC Davis offers a free course on Image Processing and Analysis using Python and OpenCV.
ETH Zurich's course focuses on Quantitative Big Imaging and advanced data analysis techniques.
University of Heidelberg provides a course on Machine Learning in Computer Vision.

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Medium

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How I Started Building My Own Products After Leaving My Job

Earlier this year, the author decided to leave their job and start building their own products.
Having limited knowledge in areas like backend, marketing, and design, the author chose to learn by doing.
Despite making mistakes along the way, the author has gained valuable experience in coding, understanding user needs, and basic marketing strategies.
The author is now close to launching their first web app and is sharing their journey to build a supportive community.

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Medium

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AI and Predictive Analytics. The Next Chapter in Digital Marketing

Predictive analytics powered by AI helps marketers predict customer behavior, identify future trends, and craft personalized campaigns.
AI tools analyze vast datasets, recognize patterns, and provide actionable insights in real-time.
Immensity IT leverages AI to empower small and medium-sized businesses with tools to forecast consumer demand, automate targeted marketing campaigns, and optimize budgets.
Using predictive AI gives businesses a competitive edge and the ability to meet and exceed customer expectations.

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Dev

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Practical Application of Proxy IP in Machine Learning

Proxy IP is a network service that allows users to send and receive network requests through an intermediate server, providing anonymous access and solving access restrictions and speed issues.
Proxy IP can be applied in machine learning for data collection, breaking geographical restrictions, improving data crawling efficiency, and ensuring data privacy and security.
In model training, proxy IP can optimize data diversity, dynamically adjust data sources, and mitigate data bias, enhancing the performance and fairness of the model.
Best practices include choosing a reliable proxy service provider, planning the use of proxy IP effectively, and complying with laws and privacy policies.

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Medium

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Understanding try-except in Python

Exceptions are events detected during the execution of a program that disrupt its normal operation.
Without error handling, these exceptions can cause your program to crash, making it less user-friendly.
Try-except manages minor setbacks and ensures the process continues smoothly.
Using try-except helps identify and handle errors effectively, making debugging and program stability easier.

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Medium

411

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Building a $547 Daily Income Stream Effortlessly

The AMZ Money Machine is an innovative tool that allows you to earn up to $547 daily effortlessly.
It automates the process of publishing eBooks on Amazon Kindle and generating sales.
Users have reported tangible profits, with over $18,947 distributed in the past month.
The system is beginner-friendly, requires no technical skills, and offers a risk-free trial.

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Medium

287

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Common SQL Mistakes Developers Make

Using SELECT * may seem convenient, but it’s a bad habit for multiple reasons.
Indexes can significantly speed up data retrieval. However, failing to use indexes properly leads to slower queries.
Subqueries are often used when developers are unaware of efficient joins. Subqueries can be slower and harder to read compared to proper JOIN operations.
Failing to sanitize user inputs opens the door for SQL injection attacks, which can compromise your database.

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Medium

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Documenting an API using OpenAPI / Swagger — A Quick Example Using the Coinbase AI Chatbot Agent

Swagger simplifies API documentation for developers.
The article discusses how Swagger can be used to document an API in a Node.js project.
The author shares their experience of using Swagger to document an AI chatbot API for handling crypto transactions.
The article also mentions the benefits of using Swagger for keeping API documentation tidy and up-to-date.

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Medium

176

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Fixing Langchain’s ChatOllama “Invalid Format: Expected JSON” Error

Langchain offers a robust framework for interacting with various language models (LLMs) and simplifies the complexities of prompt engineering, chain creation, and memory management.
LLMs can be effectively leveraged using Python, Langchain, and Ollama, reducing development time and making complex AI tasks more approachable.
Langchain provides modules for tasks like prompt formatting and response parsing, essential for building robust LLM applications.
Ollama provides an easy-to-use platform for deploying and managing LLMs, suitable for rapid prototyping and efficient deployment.

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Medium

101

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Building a Code Analysis Assistant with Ollama: A Step-by-Step Guide to Local LLMs

Our assistant will analyze Python code structure, identify potential issues, and suggest improvements — all while keeping your code private and secure.
The code analysis assistant is built using Ollama and ClientAI.
The assistant helps organize code analysis results, checks code style, and generates documentation.
Part 2 of the series will cover creating the AI assistant, registering tools, and building a command-line interface.

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Medium

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How you can use medium guide step by step!

Step 1: Signing Up - Create an account on Medium using your Google, Facebook, or email
Step 2: Choosing Topics - Select the topics that interest you
Step 3: Exploring Content - Browse and read articles based on your chosen topics
Step 4: Creating Content - Write and publish your own articles or submit them to partner publications
Step 5: Engaging with the Community - Comment, respond, and participate in discussions
Step 6: Customizing Your Experience - Personalize your feed by following writers, topics, and publications
Step 7: Using Medium's Features - Utilize features like Responses, Claps, and Bookmarks

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Medium

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Boost Your Online Presence with Stunning Anime Videos

Anime-style videos can significantly boost your online presence.
Utilize tools like The Nostalgic Secret to create stunning anime videos with ease.
Anime videos capture massive attention and engagement on social media platforms.
Incorporating anime videos can enhance your digital marketing strategy and drive traffic and sales.

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Idownloadblog

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Security researcher releases S5Late bootrom exploit for iPod Nano 7th generation

A hardware-based bootrom exploit has been released for the iPod Nano 7th generation.
Hardware-based bootrom exploits are rare and cannot be fixed with a software update.
The S5Late bootrom exploit is tethered, requiring DFU mode for device boot-up.
The exploit allows for jailbreaking of the iPod Nano 7th generation.

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Dev

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When Embedded AuthN Meets Embedded AuthZ - Building Multi-Tenant Apps With Better-Auth and ZenStack

Building a full-fledged multi-tenant application can be very challenging.
Better-auth is an emerging open-source TypeScript authentication framework that offers a comprehensive set of features and great extensibility.
While better-auth solves the problem of determining a user's identity and roles, ZenStack continues from there and uses such information to control what actions the user can perform on a piece of data.
ZenStack is built above Prisma ORM and extends Prisma's power with flexible access control and automatic CRUD API.
The essential weapons we'll use to build the app are: Next.js, Better-Auth, Prisma, ZenStack, and TanStack Query.
We can manipulate the database from the frontend through the generated hooks and automatic API. However, the APIs are open to all without any protection.
The biggest value ZenStack adds above Prisma is access control, which can be implemented directly inside the schema.
In our context, we'll use better-auth to retrieve the current user's identity, active organization, and role in the organization and use this information as the "user context" when creating the enhanced PrismaClient.
With the CRUD APIs secured and frontend hooks generated, implementing the UI for managing TodoLists becomes very straightforward.
This post demonstrated how the work can be significantly simplified and streamlined by combining better-auth and ZenStack.

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