engine.init({ mode: "recursive" })
agent.reason(depth=∞)
model.deploy(scale="auto")
fractal.compute(unity=true)
sr1.iterate(cycles=X)
desky.build(interface=auto)
sparky.outreach(leads=all)
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Model

Charlottes-Web

Introducing Charlottes-Web-2.1: Advanced Web Search and Content Summarization

Jan 5, 2025
10 min read
0%
~1 min

Charlottes-Web-2.1 transforms any prompt into an optimized search query, performs comprehensive web searches, and summarizes content with sources.

Recent advancements in natural language processing and web search technologies have paved the way for models that not only understand and generate text but also interact dynamically with the vast amount of data available on the internet.

How Charlottes-Web-2.1 Works

  1. Prompt Transformation: Rewrites user prompts into optimized search queries
  2. Bing Search Integration: Fetches diverse search results
  3. Content Scraping: Extracts detailed information from individual pages
  4. Content Summarization: Generates cohesive responses with source citations

Charlottes-Web-2.1-Lite

For users who require speed over depth, we offer a streamlined variant that provides quick summaries using Bing search results and page descriptions.

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