Agentic content team, web researched
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ajaysi
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README.md
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# How to Use AI Content Generation Toolkit - Alwrity
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1). Visit alwrity.com, Under tools section, you will find some AI content writing tools, which are Free & No-Signup.
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1). [Visit alwrity.com](https://www.alwrity.com/ai-writing-tools), You will find AI content writing tools, which are Free & No-Signup.
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**Note:** Although, this is limited, as is our wallet & Resources.
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2). For complete AI content toolkit, alwrity offers a commandline App. Its a BYOK model(Bring Your Own Key).
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2). **For complete AI content creation toolkit**, alwrity offers a commandline App. Its a BYOK model(Bring Your Own Key).
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**Note:** (🗯️ commandline, byok and shit) ... Now, before you run away 🏃💨
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If you have 💻 Laptop + 🛜 Internet + 20 minutes, you will be generating blogs, articles etc with just few words.
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**[Getting Started for Absolute Begginers]**(https://www.alwrity.com/post/getting-started-with-alwrity-ai-writer)
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### [Step-By-Step: Getting Started for Absolute Begginers](https://www.alwrity.com/post/getting-started-with-alwrity-ai-writer)
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Getting started for pretentious Developers : Continue Reading.....
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### [Getting started for pretentious Developers](https://github.com/AJaySi/AI-Writer/wiki/Alwrity--%E2%80%90-Get-started)
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**If you still Get stuck, Open a issue here & say pretty please** :: https://github.com/AJaySi/AI-Writer/issues
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---
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## Introduction
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@@ -25,74 +26,9 @@ Leveraging AI technologies, it assists content creators and digital marketers in
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---
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## Getting Started 🚀 🤞🤞🤞
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## Under the hood:
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To start using this tool, simply follow one of the options below:
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---
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### Option 1: FOLLOW-ME Local Laptop Install 💻 **(WINDOWS)**
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#### Step 0 **Pre-requisites:** Git, Python3
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---
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**Installing Python on Windows:🐍🪟**
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- Open PowerShell as admin: Press `Windows Key + X`, then select "Windows PowerShell (Admin)".
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- Type `python`. If Python is not installed, Windows will prompt you to 'Get Python'.
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- If Python is installed, you should see '>>>>>'.
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---
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**Installing Git on Windows:🛺**
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- Open PowerShell or Windows Terminal: Press `Windows Key + X`, then select "Windows Terminal".
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- Paste or type and press enter:⏎.⏎.<br>
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winget install --id Git.Git -e --source winget
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- Wait for download bars to finish
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---
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### Step 1: Clone this repository to your local machine.
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To clone the repository to your local machine, perform the following steps:
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1. **Open Windows PowerShell as Administrator:** Open "Windows PowerShell (Admin)" from start menu.
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2. **Navigate to the Desired Directory:** Use the 'cd' command to move to the directory where you want to clone the repository.
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3. **Clone the Repository:** Run the following command in PowerShell to clone the repository:
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`git clone https://github.com/AJaySi/AI-Writer.git`
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This command will download all the files from the repository to your local machine.
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4. **Verify the Clone:** After the cloning process is complete, navigate into the newly created directory using:
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`cd AI-Writer`
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Congratulations: Once you've cloned the repository, you can proceed with the next steps for installation and setup.
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---
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### Step 2: Install required dependencies:
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- Open command prompt on your local machine.
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- Navigate to the folder from Step 1 (AI-Writer)
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- Run in powershell:
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`python -m pip install -r requirements.txt`
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---
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### Step 3: Run the script:
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- Run in powershell:
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`python alwrity.py`
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---
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### Step 4: The tool will guide you through setting up your APIs.
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---
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## Packages, Tools, and APIs Used
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### Standing on the shoulders of Giants - Credits:
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### Tech-Stack on the shoulders of Giants - (Credits):
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- **APIs**:
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- [Exa API](https://exa.ai/): Provides semantic search capabilities for finding similar topics and technologies.
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- [Tavily API](https://tavily.com/): Offers AI-powered web search functionality for conducting in-depth keyword research.
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## Features
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- **Online Research Integration**: Enhances blog content by integrating insights and information gathered from online research, ensuring the content is informative and up-to-date. This gives context for generating content. Tavily AI, Google search, serp and Vision AI is used to scrape web data for context augumentation. TBD: Include CrewAI for web research agents.
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- **Online Research Integration**: Enhances blog content by integrating insights and information gathered from online research(SERP, Tavily, Metaphor), ensuring the content is informative and up-to-date.
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This gives context for generating content. Tavily AI, Google search, serp and Vision AI is used to scrape web data for context augumentation. CrewAI for web research agents.
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- **Long Form Content Generation**: Write Essay, Story, Long form Blogs with web researched context.
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- **AI Content planning & Calender**: Writer's block, Alwrity will provide you with months worth of blog titles.
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- **Multilingual**: Write Content in your language, web research in your language and country(main_config).
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- **Prevents AI Hallucinations**: Web researched context generates factual content.
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- **Text-To-Text, Speech-To-Text, Text-To-Image, Image-To-Text**: Multimodal content generatiom suite.
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- **Agentic Content Team**: Crewai content team for you company. Define persona, roles, goals, task for your AI content team(Beta).
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- **Image Generation and Processing**: Utilizes AI models like DALL-E 3, stable difffusion to create relevant images based on blog content. Offers features to process and optimize images for web usage. FIXME: Need more work with stable diffusion.
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### AI-Driven Content Creation
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- **Text Generation**: Leverages OpenAI's ChatGPT, Google Gemini Pro for generating text for blogs.
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- [**Customizable AI Parameters**](https://github.com/AJaySi/AI-Writer/blob/main/main_config): Offers flexibility in adjusting AI parameters like model selection, temperature, and token limits to suit different content needs.
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- **Analyzing and Extracting Image Details**: Uses OpenAI's Vision API, Google Gemini vision to analyze images and extract details such as alt text, descriptions, titles, and captions, enhancing the SEO of image content.
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---
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### **Note**: This toolkit is designed for automated blog management and requires appropriate API keys and access credentials for full functionality.
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**Note**: This toolkit is designed for automated blog management and requires appropriate API keys and access credentials for full functionality.
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---
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### Web Research
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- **Menu-Driven Interaction**: Choose between various options, tasks, and tools using intuitive menus and prompts.
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- **Task Guidance**: Receive guidance and instructions for each task, facilitating user interaction and decision-making.
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## Packages, Tools, and APIs Used
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### Standing on the shoulders of Giants - Credits:
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- **APIs**:
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- Metaphor API: Provides semantic search capabilities for finding similar topics and technologies.
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- Tavily API: Offers AI-powered web search functionality for conducting in-depth keyword research.
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- SerperDev API: Enables access to search engine results and competitor analysis data.
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- YOU.com: You.com enhances web search, writing, coding, digital art creation, and solving complex problems.
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- Stability AI: Activating humanity's potential through generative AI. Open models in every modality, for everyone, everywhere.
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- OpenAI API: Powers the Large Language Models (LLMs) for generating blog content and conducting research.
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- Gemini API: Another LLM provider for natural language processing tasks.
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- Ollama API (Work In Progress): An upcoming LLM provider for additional research and content generation capabilities.
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---
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Notes:
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Notes from underground:
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1). Focus is on writing/generating highly unique, SEO optimized blog content.
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2). Models: Openai, gemini, ollama are interesting. Minstral API is also worth exploring. Cohere API is purpose made.
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