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Embeddings API

Quickly build a vector database from stored files with Telnyx Embeddings API. Our intuitive platform makes it easy to embed documents for context-rich inference.

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Build Voice AI Agents in minutes with Telnyx

In industrial environments, every minute of connectivity downtime translates directly to lost production revenue and operational headaches. IoT deployments often break due to coverage gaps, carrier outages, and the complexity of managing multiple carriers.

This session walks through a resilience-first approach to designing and operating IoT deployments for distributed, real-world use-cases, showing how teams manage fleets of IoT SIMs at scale on a single platform.


Join us for a guided design walkthrough and live demo showing how to view and manage your IoT SIM inventory, access individual SIM usage and status, apply real-time monitoring and controls, and manage deployments across regions from a single platform.


Key Takeaways:

  • The top failure points in Industrial IoT connectivity (and how to avoid them)
  • A practical connectivity approach for deployments with multi-network coverage
  • How to scale from pilot → production
  • Live demo: SIM provisioning + monitoring + usage controls in the Telnyx portal
ABOUT

Scalable embeddings at your fingertips

Embeddings are numerical representations of data essential for AI's contextual understanding, powering applications like chatbots and fraud detection. But the costs and computational resources required for scalable embeddings are a challenge for businesses trying to harness the full potential of AI.

Telnyx Embeddings API allows users to embed data stored in Telnyx Cloud Storage with the click of a button. Dedicated infrastructure powers scalable embeddings via API so businesses can create vector databases that can offer additional context for Inference, boosting the intelligence of AI applications.

At over 90% cheaper than competitors, Telnyx empowers our users to embed and store vast amounts of data, enhancing the effectiveness of GenAI applications.

Ensuring Global Connectivity

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FEATURES

Build a cost-effective vector database

Prime data for fast inference with an intuitive and cost-effective embeddings API.

  • Icon Features Checkmark

    Scalable embeddings

    Quickly perform embeddings on stored documents, at scale. Our dedicated infrastructure and OpenAI-compatible APIs power fast embedding for all your files.

  • Icon Features Checkmark

    Easy to use platform

    Whether testing in the portal or deploying to prod via API, our intuitive platform means you don’t have to waste time on MLOps.

  • Icon Features Checkmark

    Embed more for less

    At up to 50% cheaper than competitors, Telnyx allows you to build a vector data base without breaking the bank.

BENEFITS

Summarize effortlessly

Instantly summarize internal documents to extract the most important information or condense for sharing with stakeholders

300

pages summarized instantly

Build your vector database

Store unlimited vectors in Cloud Storage for fast, contextualized inference.

PB

scale storage

HOW IT WORKS
Start building
PRICING

Embeddings pricing

Embed your stored data at 50% less than OpenAI

Starting at

$0.00005

per 1K tokens
See pricing
RESOURCES

Get started

Take a look at our helpful tools to get started

  • Icon Resources Article

    Test in the portal

    Quickly embed your storage buckets with the click of a button in the portal.

    Test in the portal
  • Icon Resources Docs

    Explore the docs

    Don’t wait to scale, start today with our public API endpoints

    API docs
  • Icon Resources ebook

    Stay up to date

    Keep an eye on our AI changelog so you don't miss a beat.

    See updates

Interested in building AI with Telnyx?

We’re looking for companies that are building AI products and applications to test our new Sources and Inference products while they're in beta. If you're interested, get in touch!

Interested in testing Inference API?

Build your next-generation apps with Telnyx AI

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Resources, Docs, Support

Embeddings Api hub

  • Article icon

    Embeddings | Telnyx

    In this tutorial, you'll learn how to:

    Read more
  • Article icon

    Inference API Quickstart | Telnyx

    Introduction

    Read more
  • Article icon

    AI Playground Quickstart | Telnyx

    Tutorial for AI Playground Quickstart. Start building on Telnyx today.

    Read more
  • Article icon

    Langchain Integration | Telnyx

    Langchain

    Read more
  • Article icon

    Account Setup | Telnyx

    Outlines the process of setting up a Telnyx account.

    Read more
  • Article icon

    Inference APIs | Telnyx

    Incorporate AI into your applications with ease.

    Read more
  • Article icon

    Embed documents API | Telnyx

    Perform embedding on a Telnyx Storage Bucket using the a embedding model.

    Read more
  • Article icon

    Get available models API | Telnyx

    This endpoint returns a list of Open Source and OpenAI models that are available for use.

    Read more
  • Article icon

    Search for documents API | Telnyx

    Perform a similarity search on a Telnyx Storage Bucket, returning the most similar num_docs document chunks to the query.

    Read more
  • Article icon

    Get an embedding task's status API | Telnyx

    Check the status of a current embedding task. Will be one of the following:

    Read more
  • Article icon

    When to use embeddings vs. fine-tuning for AI success

    Learn when to use embeddings vs fine-tuning in AI models to optimize performance, cost, and accuracy for your machine learning projects.

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  • Article icon

    Benefits and challenges of using embeddings databases

    Learn how embeddings databases transform unstructured data into actionable insights and why they're crucial for modern AI applications.

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  • Article icon

    Unlock the power of smarter searching with Telnyx Flow

    All your business data means nothing if you can’t pull what you need from it. Use Telnyx Flow to conduct smarter searches and build informed workflows.

    Read more
  • Article icon

    Make your data work for you by building with Telnyx Flow

    Create and update automated workflows easily with Telnyx Flow. Start building your first workflow to see the difference.

    Read more
  • Article icon

    How vector storage works—and how it’s advancing AI

    Understand vector storage's role in AI, enhancing data analysis, and driving business and technology innovations.

    Read more
  • Article icon

    what-is-retrieval-augmented-generation

    Retrieval-augmented generation (RAG) is an AI framework that allows generative AI tools to produce more accurate, contextual responses.

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  • Article icon

    The role of domain-specific data in fine-tuning AI models

    Learn about the process and benefits of fine-tuning AI models using domain-specific data to meet industry-specific needs and standards.

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  • Article icon

    How to use inference APIs to drive AI adoption

    Inference APIs drive AI adoption by enabling real-time applications, multimodal systems, and personalized solutions with speed and scalability.

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  • Article icon

    Build on the Telnyx AI Platform to create next-gen apps

    Explore how the Telnyx AI Platform can elevate your next-gen applications with ease, speed, and flexibility. Discover what sets Telnyx apart.

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  • Article icon

    Telnyx Blog | CPaas & UCaaS Resources

    Find data-driven research, comprehensive guides and all things SIP trunking, voice and SMS APIs, wireless and more.

    Read more
  • Article icon

    ElevenLabs alternative: Top platforms for scalable voice AI

    Discover top ElevenLabs alternatives and why Telnyx offers a better voice AI stack with lower latency, real-time control, and LLM flexibility.

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  • Article icon

    The Better ElevenLabs Alternative | Telnyx

    See why Telnyx beats ElevenLabs. Get better pricing, built-in telecom stack, and full AI infrastructure control. Switch to Telnyx for better voice AI.

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  • Article icon

    Telnyx SMS Guide | Telnyx Help Center

    Here you will find a collection of links that will explain how to build applications using our SMS offering.

    Read more
  • Article icon

    Voice API Essentials | Telnyx Help Center

    In this collection you will find helpful links that explain the mission control portal features and troubleshooting tips.

    Read more
  • Article icon

    WebRTC Voice SDK | Telnyx Help Center

    Telnyx provides detailed setup guides for iOS and Android push notifications using the WebRTC Voice SDK.

    Read more
  • Article icon

    General Voice API Help | Telnyx Help Center

    Get assistance with Telnyx's Voice API: UK TPS, Google Verified Calls, STIR/SHAKEN.

    Read more
  • Article icon

    API Keys and How to Use Them | Telnyx Help Center

    In this article we will explain API keys and how to use them with both API v2 and API v1.

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  • Article icon

    Telnyx Storage | Telnyx Help Center

    Here you will find a collection of FAQs and guides on all things Telnyx Storage.

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  • Article icon

    AI and Machine Learning [Use Cases]

    See how AI and machine learning can enhance your projects. Explore Telnyx use cases today.

    Read more
  • Article icon

    Storage for AI | Document Summarizer

    Optimize internal workflows and reduce costs with instant file summary and embedding from Telnyx.

    Read more

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