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Title Block

Title Block

Title block description..

Logo Slider

Logo Slider

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Logo List

Logo List

Adobe

Dropbox

Slack

Split

Split

This is a generic image section.

Split

Split

This is a generic image section.

Split

Split

This is a generic image section.

Split

Split

This is a generic image section.

Testimonial

Testimonial

Optional details

Page views

1,234

Click-through rate

5.67%

Conversion rate

2.10%

Feature Grid

Feature Grid

Empower your most valuable teams, from financial analysts to wealth advisors to risk managers

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  1. Number
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Feature Slider

Feature Slider

01

Out-of-the-box accuracy

The Contextual AI Platform provides state-of-the-art components for every step in your RAG pipeline, including document understanding, retrieval, grounded generation, and evaluation. The platform is also powered by RAG 2.0, our innovative approach that jointly optimizes all components as a single integrated system to unlock even greater performance for any use case.

CTA Block

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Content Row

Content Row

Item

Optional description.

Item

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Item

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Person Grid

Person Grid

John Smith

John Smith

Chief Technical Officer

John Smith

John Smith

Chief Technical Officer

John Smith

John Smith

Chief Technical Officer

Person List

Person List

  • John Smith
    Chief Technical Officer
  • John Smith
    Chief Technical Officer
  • John Smith
    Chief Technical Officer

Pricing Table

Table Header Title

Table body row

info text pop up

table col 1 value

Pricing Cards

Card 1 Title

Card 1 Description

20.99

Card Title

link label

Card 2 Title

Card 2 Description

20.99

Card Title

link label

Video Block

Video Block

Video Block

Video Block

Video Block

Video Block

Tabbed Content

Tabbed Content

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Tabbed Media

Tabbed Media

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Code Tabs

Code Tabs

Deliver specialized agents that scale from pilot to production—handling millions of documents and thousands of users with flexible configuration and expert support.

 print("Hello World")

Page Rich Text

This section should typically only ever be used for pages that are meant to consist entirely of rich text (e.g. privacy policy page).

Get Started
# pip install contextual-client
from contextual import ContextualAI

contextual_client = ContextualAI(
    api_key=contextual_api_key,
    base_url="https://api.contextual.ai/v1"
)

rerank_response = contextual_client.rerank.create(
    query=query,
    instruction=instruction,
    documents=documents,
    model="ctxl-rerank-v2-instruct-multilingual"
    # or "ctxl-rerank-v2-instruct-multilingual-mini"
)

We instead aim to investigate the full potential of scaling inference-time computation via sampling, where parallelization and input context caching are benefits of sampling over more sequential methods like CoT.

John Smith, Company name

Key CapabilitiesHow it was put into practice
Grounded generationThe language model....
Multimodal extractionMultimodal extraction....
Continuous ingestionAutomated and ongoing ingestion..

Form Block

Form Block

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam,.

Card Grid

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description..

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description..