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From Dream to

Deployed+

Seldon’s LLM Module on top of Core+ is the next step in your AI evolution through effortless deployment and scalable innovation.

Download the LLM Product Overview
Book a Demo

From Dream to

Deployed+

Seldon’s LLM Module on top of Core+ is the next step in your AI evolution with effortless deployment and scalable innovation.

Deploy & Scale GenAI Applications

Easy Deployment

Deploy on-premise, cloud, or hybrid infrastructure quickly through a simple standardized interface.

Production-Ready

Scale on Kubernetes, with enterprise-grade performance for latency and resource efficiency.

Data-Centricity

Kafka-based inference graphs OOTB, performance dashboards, and integrations for drift & outlier detection and explainability.

Reduce Costs

Optimize your resource usage with multi-GPU serving and quantization support.

Deploy & Scale GenAI Applications

Everything you need to deploy, optimize, and scale your GenAI applications with ease, featuring seamless integration with top frameworks, cutting-edge performance tools, and full control over data, logic, and observability, whether on-premise or in the cloud.

Easy Deployment

Deploy to on-premise, cloud, or hybrid infrastructure quickly through a simple standardized interface.

Production-Ready

Scale on Kubernetes, with enterprise-grade latency and resource efficiency.

Data-Centricity

Complex applications leverage Kafka for real-time data streaming, performance dashboards, and integrations for drift & outlier detection and explainability.

Reduce Costs

Optimize your resource usage with autoscaling, multi-GPU serving, quantization support, and more.

For the Real-Time Use Cases That Matter Most

Deploy any LLM, anywhere, including third-party hosted LLMs and high-performance self-hosted deployments. With API and Local deployment, all requests follow Seldon’s Open Inference Protocol for seamless integration into Core 2 pipelines.

Highlights:

  • Broad LLM support: OpenAI, Gemini, open-source, or custom models.

  • API runtime: Directly call hosted LLMs from leading providers.

  • Local runtime: Deploy with DeepSpeed, vLLM, or Hugging Face backends on your own infra.

  • Optimized performance: LLM-specific serving enhancements to maximize efficiency.

  • Pipeline-ready: Plug-and-play within Seldon Core 2 workflows.

Explore Models ↗

Seldon’s LLM Module Prompt component is a flexible way to generate and manage prompts without constantly redeploying your LLMs. Build prompts with Jinja templates, send them to a shared local LLM for completion, and reuse the same model across tasks and pipelines with minimal overhead.

Highlights:

  • Template-driven prompts: Compile inputs into prompts using Jinja templates.
  • Model reuse: Share one LLM across multiple tasks without redeployment.
  • Pipeline-ready: Works seamlessly alongside deployed models for scalable, modular LLM workflows.

Explore Prompts ↗

Automate decision-making, tool use, and custom logic with enterprise-grade scalability, observability, and cost efficiency.

 

Highlights:

  • Tool Use: Extend agents via structured API and system integrations.
  • Planning: Break down problems, prioritize steps, and iterate for the best outcomes.
  • Reflection: Enable agents to self-assess and improve over time.
  • Kubernetes-native: “Learn once, deploy anywhere” across cloud, hybrid, and on-prem. Scale LLM application components modularly.

Explore Agents ↗

Our Memory component is purpose-built to preserve context, recall past exchanges, to power more natural, coherent interactions.

 

Highlights:

  • Persistent context: Store user–LLM interactions across sessions for seamless conversations.
  • Windowed recall: Control how many past messages are included with each request.
  • Flexible storage: File system and SQL storage options
  • Easy integration: Plug-and-play within Seldon pipelines or run standalone.

Explore Memory ↗

Retrieval with Seldon’s LLM Module is your gateway to context-rich RAG workflows. Seamlessly connect to vector databases, and plug directly into Seldon Core 2 pipelines for smarter, sharper LLM experiences.

Highlights:

  • Multi-vector DB support: Native connectors to leading DBs like PGVector & Qdrant.
  • RAG-ready: Fetch relevant context for high-impact LLM apps.
  • Plug & play integration: Drop into Seldon pipelines for instant scalability.

Explore Retrieval ↗

For the Real-Time Use Cases That Matter Most

Deploy any LLM, anywhere, including third-party hosted LLMs and high-performance self-hosted deployments. With API and Local deployment, all requests follow Seldon’s Open Inference Protocol for seamless integration into Core 2 pipelines.

Highlights:

  • Broad LLM support: OpenAI, Gemini, open-source, or custom models.

  • API runtime: Directly call hosted LLMs from leading providers.

  • Local runtime: Deploy with DeepSpeed, vLLM, or Hugging Face backends on your own infra.

  • Optimized performance: LLM-specific serving enhancements to maximize efficiency.

  • Pipeline-ready: Plug-and-play within Seldon Core 2 workflows.

Explore Models ↗

Seldon’s LLM Module Prompt component is a flexible way to generate and manage prompts without constantly redeploying your LLMs. Build prompts with Jinja templates, send them to a shared local LLM for completion, and reuse the same model across tasks and pipelines with minimal overhead.

Highlights:

  • Template-driven prompts: Compile inputs into prompts using Jinja templates.
  • Model reuse: Share one LLM across multiple tasks without redeployment.
  • Pipeline-ready: Works seamlessly alongside deployed models for scalable, modular LLM workflows.

Explore Prompts ↗

Power your AI agents with Seldon LLM Module by automating decision-making, tool use, and custom logic with enterprise-grade scalability, observability, and cost efficiency. Built for agentic workflows, Seldon makes it easy to deploy smarter, faster, and more adaptable GenAI applications.

Highlights:

  • Tool Use: Extend agents via structured API and system integrations.

  • Planning: Break down problems, prioritize steps, and iterate for the best outcomes.

  • Reflection (coming soon): Enable agents to self-assess and improve over time.

  • Kubernetes-native: “Learn once, deploy anywhere” across cloud, hybrid, and on-prem.

  • GenAI-optimized: Real-time adaptability, RAG, memory, and orchestration for high-performance workloads.

Explore Agents ↗

Give your LLMs a memory boost with Seldon LLM Module’s Conversational Memory runtime. Purpose-built to preserve context, recall past exchanges, and power more natural, coherent interactions. Drop it into any Seldon Core 2 pipeline to store and retrieve conversation history automatically, so your AI never forgets where the conversation left off.

Highlights:

  • Persistent context: Store user–LLM interactions across sessions for seamless conversations.
  • Windowed recall: Control how many past messages are included with each request.
  • Flexible storage: File system and SQL storage options
  • Easy integration: Plug-and-play within Seldon pipelines or run standalone.

Explore Memory ↗

Retrieval with Seldon’s LLM Module is your gateway to context-rich RAG workflows. Seamlessly connect to vector databases, and plug directly into Seldon Core 2 pipelines for smarter, sharper LLM experiences.

Highlights:

  • Multi-vector DB support: Native PGVector & Qdrant connectors.

  • RAG-ready: Fetch relevant context for high-impact LLM apps.

  • Advanced filtering: Precision search with rich operators (eq, in, gt, etc.) and logical connectors.

  • Plug & play integration: Drop into Seldon pipelines for instant scalability.

Explore Retrieval ↗

Get to know

Core+

Our business is your success. Stay ahead with accelerator programs, certifications, hands-on support with our in-house experts for maximum innovation. 

Explore Core+
Pricing

Accelerator Programs

Tailored recommendations to optimize, improve, and scale through bespoke, data-driven suggestions.

Hands-on Support

A dedicated Success Manager who can support your team from integration to innovation.

SLAs

Don't wait for answers with clear SLAs, customer portals, and more.

Seldon IQ

Customized enablement, workshops, and certifications.

Get to know

Core+

Our business is your success. Stay ahead with accelerator programs, certifications, hands-on support with our in-house experts for maximum innovation. 

Explore Core+
Pricing

Accelerator Programs

Tailored recommendations to optimize, improve, and scale through bespoke, data-driven suggestions.

Hands-on Support

A dedicated Success Manager who can support your team from integration to innovation.

SLAs

Don't wait for answers with clear SLAs, customer portals, and more.

Seldon IQ

Customized enablement, workshops, and certifications.

Seldon Helps Businesses in

Real Time

Seldon’s LLM Module Supports a wide range of data-critical use cases designed to improve business operations to customer relations. 

Customer Support

Power chatbots and virtual assistants to handle routine customer queries, provide 24/7 support, and reduce human agent workloads while improving response times.

Sentiment analysis

Detect and track sentiment trends across customer interactions to drive product, marketing, and support decisions.

Coding Copilots

Supercharge development efficiency by generating code, translating between programming languages, debugging, writing docs, and offering autocomplete suggestions.

Content Creation

Generate high-quality text, images, or videos for marketing, blogs, social media, or product descriptions. Speeds up the creative process and reduces content production costs.

Recommendation

Increase conversion through personalized recommendations for tailored experiences across e-commerce, media, and enterprise applications.

Text Extraction & Summarization

Extract relevant data automatically, condense long documents, meeting transcripts, articles, or reports into concise summaries.

Talk with a expert to streamline your complex GenAI projects

Book a Demo

Freedom to connect.

Power to scale.

Deploy custom models or mix of traditional and GenAI components across on-premise, cloud, or hybrid infrastructures.

Explore our Integrations↗

Freedom to Connect. Power to Scale.

Deploy custom models or mix of traditional and GenAI components across on-premise, cloud, or hybrid infrastructures.

Explore our Integrations

Seldon Helps Businesses in Real Time

Customer Support

Power chatbots and virtual assistants to handle routine customer queries, provide 24/7 support, and reduce human agent workloads while improving response times.

Sentiment analysis

Detect and track sentiment trends across customer interactions to drive product, marketing, and support decisions.

Coding Copilots

Supercharge development efficiency by generating code, translating between programming languages, debugging, writing docs, and offering autocomplete suggestions.

And so much more...

From content creation, knowledge retrieval and search, text extraction and summarization, to any unique or innovative ideas.

Talk with a expert to streamline your complex GenAI projects

Free LLM Guide

Unlock the full potential of GenAI with this practical guide packed with strategies, trade-offs, and best practices to take LLMs from prototype to production. Learn how to deploy, optimize, and scale responsibly so your business can harness their game-changing impact.

Download the LLM Guide

Free LLM Guide

This practical guide packed with strategies, trade-offs, and best practices from prototype to production. 

CONTINUED LEARNING

Become a GenAI expert with our recent LLMOps demos, blogs, and on-demand webinars. 

An Essential Guide to ML Model Serving Strategies (Including LLMs)

DeepSeek Reasoning, the Cake Mystery

DeepSeek R1 (14B) – Vanishing Ambassador Mystery

LLM Loan Processing LLM Loan Processing Pipeline

Harnessing the Power of LLMs for Automated Data Extraction

Revolutionizing Enterprise Solutions With Generative AI

CONTINUED LEARNING

Become a GenAI expert with our recent LLMOps demos, blogs, and on-demand webinars. 

An Essential Guide to ML Model Serving Strategies (Including LLMs)

DeepSeek Reasoning, the Cake Mystery

DeepSeek R1 (14B) – Vanishing Ambassador Mystery

LLM Loan Processing LLM Loan Processing Pipeline

Harnessing the Power of LLMs for Automated Data Extraction

Revolutionizing Enterprise Solutions With Generative AI

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