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[govindhtech]

AI21 Labs’ Jamba 1.5 Models Available On Amazon Bedrock

Amazon Bedrock now offers the AI21 Labs Jamba 1.5 models.

Jamba 1.5 family

We are pleased to inform that Amazon Bedrock now offers the potent new Jamba 1.5 family of large language models (LLMs) from AI21 Labs. With these models, long-context language capabilities have advanced significantly and are now more performant, fast, and useful for a variety of applications. Two variants in the Jamba 1.5 family are the Jamba 1.5 Mini and Jamba 1.5 Large. Both models allow the consumption of document objects, function calls, and a 256K token context window with structured JSON output.

Building foundation models and artificial intelligence (AI) systems for the enterprise is a specialty of AI21 Labs. By working strategically together, AI21 Labs and AWS are enabling clients in a variety of industries to develop, implement, and grow generative AI systems that address pressing issues and spur creativity. Customers may use LLMs in a safe setting to influence how people process information, communicate, and learn going forward by utilizing AI21 Labs’ cutting-edge, production-ready models in conjunction with Amazon’s specialized services and robust infrastructure.

What is Jamba 1.5?

The transformer model architecture and Structured State Space model (SSM) technology are combined in a novel hybrid architecture used by Jamba 1.5 models. With this novel method, Jamba 1.5 models can manage lengthy context windows up to 256K tokens while retaining the high-performance features of conventional transformer models. This hybrid SSM/transformer architecture is covered in greater detail in the whitepaper Jamba: A Hybrid Transformer-Mamba Language Model.

Amazon Bedrock now supports two new Jamba 1.5 models from AI21:

Jamba 1.5 Large: Jamba 1.5 For applications that demand high-quality results on both long and short inputs, Large is the perfect choice because it performs exceptionally well on complex reasoning tasks across all prompt lengths.

Jamba 1.5 Mini: Fast examination of large documents and data is made possible by Jamba 1.5 Mini’s low-latency processing of long prompts.

The Jamba 1.5 models’ main advantages are as follows:

Extended context handling – Jamba 1.5 models, with their 256K token context length, can enhance the performance of enterprise applications, including extensive document summarizing and analysis, as well as agentic and RAG workflows.

Multilingual: Hebrew, Arabic, German, Dutch, Spanish, French, Portuguese, Italian, and English are all supported.

Friendly to developers: It can automatically handle structured JSON output, invoke functions, and process document objects.

Efficiency and speed: AI21 evaluated the Jamba 1.5 models, reporting that the models outperform other models of similar sizes by up to 2.5X when it comes to inference on lengthy contexts.

Start using Jamba 1.5 models on Amazon Bedrock now

To begin using the new Jamba 1.5 models, navigate to the Amazon Bedrock console, select Model access from the pane on the bottom left, and submit a request to access Jamba 1.5 Small or Jamba 1.5 Large.Image credit to AWS

Select the Text or Chat playground from the left menu pane in the Amazon Bedrock dashboard to test the Jamba 1.5 models. Next, click Select model, choose AI21 as the category, and choose between Jamba 1.5 Mini and Jamba 1.5 Large for the model.

AWS SDKs can be used to access accessible models, and you can use a variety of programming languages to develop your apps.

For use cases like paired document analysis, compliance analysis, and lengthy document question-answering, the Jamba 1.5 models are ideal. They can effortlessly process lengthy or complex papers, evaluate data from several sources, and determine if passages adhere to particular rules. The AI21-on-AWS GitHub repository contains sample code. Visit AI21’s documentation to find out more about efficiently prompting Jamba models.

Presently accessible

Currently, the Jamba 1.5 model family from AI21 Labs is widely accessible in the US East (North Virginia) AWS Region’s Amazon Bedrock. Visit the AI21 Labs in Amazon Bedrock product and pricing pages to find out more.

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[onlinestoress]

How much does it cost to use WhatsApp for business?

WhatsApp for Business is a powerful tool that allows businesses to communicate with their customers through the popular messaging platform. It offers various features to enhance customer engagement and streamline communication. When it comes to the cost of using WhatsApp for Business, it's essential to consider different aspects, including the whatsapp business api pricing in india , and how it integrates with platforms like Shopify and Instagram chatbots.

WhatsApp for Business:

WhatsApp for Business is a free-to-download app available on both Android and iOS. It enables businesses to create a business profile, provide essential information like business hours, address, and website, and use smart messaging tools to automate and organize customer interactions. The app is designed for small and medium-sized businesses to connect with their customers on a platform they already use for personal communication.

However, for larger enterprises or businesses with high messaging volumes, the WhatsApp Business API becomes necessary. The API allows businesses to integrate WhatsApp with their existing customer communication platforms, making it scalable for large-scale operations.

WhatsApp Business API Pricing in India:

The pricing for the WhatsApp Business API varies depending on the country and the messaging volume. As of my last knowledge update in January 2022, WhatsApp charges a per-message fee, which can range from fractions of a cent to a few cents per message, depending on the destination country. Additionally, there might be a fixed fee for template messages, which are pre-approved message templates used for specific types of communication, such as order updates or appointment reminders.

For the most accurate and up-to-date information, it's recommended to check the official whatsapp business api pricingpage or contact WhatsApp directly. Pricing may have evolved since my last update, and specific details for India may differ.

Shopify Chatbot Integration:

Businesses using Shopify, an e-commerce platform, can benefit from integrating WhatsApp for Business to enhance customer communication. Shopify allows for seamless integration with WhatsApp, enabling businesses to automate order updates, provide shipping information, and address customer queries directly through the messaging app.

The integration enhances the customer experience by providing real-time information and support. While the WhatsApp Business app is free for basic use, businesses with higher messaging volumes or more complex communication needs may find value in the WhatsApp Business API, as mentioned earlier.

Instagram Chatbot Integration:

As of my last update, direct integration of chatbots with Instagram, specifically for business purposes, is not directly provided by Instagram. However, businesses can leverage third-party chatbot platforms that offer integration with Instagram.

Chatbots can be employed to automate responses to common queries, provide product information, and even facilitate transactions. These instagram chatbot  can be integrated with various messaging platforms, including Instagram.

When considering chatbot integration with Instagram, businesses should explore reputable chatbot platforms that support Instagram connectivity. Additionally, it's crucial to ensure that the use of chatbots complies with Instagram's policies to avoid any issues with account suspension or limitations.

Conclusion:

Using WhatsApp for Business, Shopify, and Instagram in tandem with Shopify chatbot can significantly enhance a business's customer engagement and communication strategies. While the WhatsApp Business app is a good starting point for small businesses, larger enterprises with extensive messaging needs may benefit from the WhatsApp Business API, the pricing of which depends on messaging volume and other factors. Businesses integrating with Shopify and Instagram can explore third-party chatbot platforms to streamline communication and provide a more interactive and efficient customer experience. As technology evolves, staying informed about the latest features and pricing structures is essential for businesses to make informed decisions and optimize their communication strategies.

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The 5 Pages You Need For Your Startup's Marketing Website