Skip to main content
Angestrom home
SearchPapersModelsLive AIIntelligence
Search⌕⌘K
EnterprisePricingSign in

Stay Ahead in the AI Revolution

Weekly digest — EPI pulse, top intelligence, fresh lineage. Free, no account.

Follow Angestrom
Global source network
Synced every 5 minutes

Continuous sync from primary AI sources — indexed, enriched, and queryable in real time.

arXivHugging FaceGitHubOpenAIAnthropicDeepMindReutersBBC TechHacker NewsReddit MLVerified feedsFunding
ANGESTROM

The Intelligence Layer of Humanity. Everything AI. All in One Place.

Angestrom connects every piece of the AI ecosystem — data, models, research, companies, tools, and people.

info@angestrom.comwww.angestrom.comLucknow, Uttar Pradesh, India

Product

  • AI Search
  • AI Models
  • Research Papers
  • Companies
  • News & Events
  • GitHub Explorer
  • APIs & Tools
  • Datasets
  • Benchmarks
  • Model lifecycle
  • Funding graph
  • Contributors
  • AI Agents

Resources

  • Weekly digest
  • Documentation
  • Tutorials
  • Guides
  • News
  • Help / Start
  • Community

Company

  • About
  • Contact
  • Privacy Policy
  • Terms of Service
  • Acceptable Use

Enterprise

  • Pricing
  • Workspace
  • Contact Sales

Developer

  • Developer Hub
  • API docs
  • GitHub

Learn

  • Learning Academy
  • Roadmaps
  • Glossary
  • AI for Beginners

Popular Topics

Loading topics…
View All Topics →
© 2026 Angestrom Intelligence Private Limited. All rights reserved.
English
Theme
Angestrom home
SearchPapersModelsLive AIIntelligence
Search⌕⌘K
EnterprisePricingSign in
  1. Home
  2. /Repositories
  3. /firish/webfetch
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 25d agoLive · 25d ago

firish/webfetch

Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web_search tools. Measured: matches hosted accuracy at ~1/3 the cost with 5-8x fewer tokens, plus semantic caching no API offers.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 46%SearXNG: A free internet metasearch engine →
  • PossiblePossibly related (embedding) · 45%Wayfinder Router: deterministic routing of queries between local and hosted LLM →

Covers

newsSearXNG: A free internet metasearch enginenewsWayfinder Router: deterministic routing of queries between local and hosted LLM

Related across the graph

newsSearXNG: A free internet metasearch enginenewsWayfinder Router: deterministic routing of queries between local and hosted LLM
Knowledge path·NSearXNG: A free internet metasearch engine→NWayfinder Router: deterministic routing of queries between local and hosted LLM→Rfirish/webfetch

Topics

agent-memoryagent-skillsagentic-workflowagentsanthropicllmllm-toolsmcpnliopenai

Explore

Search similar →Knowledge graph →All repos →Full intelligence feed →
Graph trust82Primary
Graph score25