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<a href="https://github.com/meta-llama/llama-prompt-ops"><img alt="Llama Tools Syntethic Data Kit" src="https://img.shields.io/badge/Llama_Tools-llama--prompt--ops-orange?logo=meta" /></a>
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</p>
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+## [Building an Intelligent WhatsApp Bot with Llama 4 APIs](./whatsapp-llama4-bot/README.md)
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+### A Step-by-Step Guide
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+Create a WhatsApp bot that leverages the power of Llama 4 APIs to provide intelligent and interactive responses. This guide will walk you through the process of building a bot that supports text, image, and audio interactions, making it versatile for various use cases.
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+- **Text Interaction**: Respond to text messages with accurate and contextually relevant answers.
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+- **Image Reasoning**: Analyze images to provide insights, descriptions, or answers related to the content.
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+- **Audio-to-Audio Interaction**: Transcribe audio messages to text, process them, and convert back to audio for seamless voice-based interaction.
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+Get started with building your own WhatsApp bot using Llama 4 APIs today!
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+## [Research Paper Analyzer with Llama4 Maverick](./research_paper_analyzer/README.md)
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+### Analyze Research Papers with Ease
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+Leverage Llama4 Maverick to retrieve references from an arXiv paper and ingest all their content for question-answering.
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+- **Long Context Length**: Process entire papers at once.
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+- **Comprehensive Analysis**: Get insights, descriptions, or answers related to the content.
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+Get started with analyzing research papers using Llama4 Maverick today!
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+## [Book Character Mind Map With Llama4 Maverick](./book_character_mindmap/README.md)
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+### Explore Book Characters and Storylines
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+Use Llama4 Maverick to process entire books at once and visualize character relationships and storylines.
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+- **Interactive Mind Maps**: Visualize relationships between characters and plot elements.
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+- **Book Summaries**: Get concise overviews of plots and themes.
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+Discover new insights into your favorite books!
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## [Agentic Tutorial](./agents/):
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### 101 and 201 tutorials on performing Tool Calling and building an Agentic Workflow using Llama Models
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@@ -50,21 +94,15 @@ Workflow showcasing how to use multiple Llama models to go from any PDF to a Pod
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### Building a Llama 3 Enabled WhatsApp Chatbot
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This step-by-step tutorial shows how to use the [WhatsApp Business API](https://developers.facebook.com/docs/whatsapp/cloud-api/overview) to build a Llama 3 enabled WhatsApp chatbot.
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+
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## [Messenger Chatbot](./customerservice_chatbots/messenger_chatbot/messenger_llama3.md):
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### Building a Llama 3 Enabled Messenger Chatbot
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This step-by-step tutorial shows how to use the [Messenger Platform](https://developers.facebook.com/docs/messenger-platform/overview) to build a Llama 3 enabled Messenger chatbot.
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+
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### RAG Chatbot Example (running [locally](./customerservice_chatbots/RAG_chatbot/RAG_Chatbot_Example.ipynb)
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A complete example of how to build a Llama 3 chatbot hosted on your browser that can answer questions based on your own data using retrieval augmented generation (RAG).
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-## [WhatsApp bot using LLama4 APIs](./whatsapp-llama4-bot/README.md)
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-### Intelligent and Interactive WhatsApp Bot Using Llama4
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-A step-by-step guide on how to build a WhatsApp bot that leverages the Llama4 APIs to provide intelligent and interactive responses. The bot supports text, image, and audio interactions, making it versatile for various use cases.
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-
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-- **Text Interaction**: Process text messages to generate accurate and contextually relevant responses.
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-- **Image Reasoning**: Analyze images to provide insights, descriptions, or answers related to the content.
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-- **Audio-to-Audio Interaction**: Transcribe audio messages to text, process them, and convert back to audio for seamless voice-based interaction.
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