Build a Visual Search app using Python with just a few lines of code ??

Welcome to the?AI in 5?newsletter with Clarifai!

Every week we bring you new models, tools, and tips to build production-ready AI!

This week, we bring you: ??

• A Guide on ?????????????????????????? & ???????????????????????????????? ???????????????????? ????
• New LLM: Openchat-3.6-8b model
• Visual Search using the Python SDK
• Leverage the Powerful Clarifai API capabilities using the Node.js SDK?
• AI tip of the week: Get the Node SDK code for any model in the community using the "Use Model" button.

New Guide on Orchestrating & Operationalizing Enterprise AI! ??

In the race to harness the value of AI, most organizations are getting stuck moving AI from prototype to production. AI prototypes can be highly effective, and even cost-efficient, but can create a “false finish line” that production-ready deployments are around the corner.

Based on our learnings as a pioneer of the full-stack AI platform and accelerating AI development for over a decade with the largest organizations and governments, we have compiled this new guide on “Orchestrating and Operationalizing AI” that addresses the top challenges in deploying AI at scale and outlines key pillars needed to adopt AI technologies, optimize value, and mitigate risk.??

Access the guide here

New Openchat-3.6-8b model on the Platform ??

Openchat-3.6-8b model is a high-performance, open-source, 8-billion parameter language model fine-tuned on Llama3-8b using the C-RLFT methodology.

The model is versatile and suitable for a range of use cases, including coding, chat, general tasks, and mathematical problem-solving.

Try out the model and access it with an API on the Clarifai Platform??

Try out Openchat-3.6-8b

Visual Search using the Python SDK ??

Clarifai's Smart Search feature leverages vector search capabilities to power the search experience.

Instead of traditional keyword-based search, where exact matches are sought, vector search allows for searching based on visual and/or semantic similarity by calculating distances between vector embedding representations of the data.

Below is an example of how to use vector search using the Python SDK to find similar images uploaded into your Clarifai App. Check out the code here.

Node.js SDK ??

The Node.js SDK offers a comprehensive set of tools to interact with the powerful Clarifai API.

Using the Node.js SDK, you can leverage computer vision capabilities like classification, detection, and segmentation, as well as natural language capabilities like classification, summarization, generation, and more in your applications.?

Check out the guide here on accessing the models, workflows, and performing other operations using the Node.js SDK.

AI tip of the week: ??

Get the Node SDK code for any model in the community using the "Use Model" button on the model page.

If you want to use a model for making API calls, you need to click the "Use Model" button at the upper right corner of the individual page of a model.

The modal that pops up has snippets in various programming languages, which you can copy and use.?We introduced TypeScript SDK code snippets as one of the tabs. You can now access and copy the code snippets directly from the modal.

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