Knowledge Index

THE AI ECOSYSTEM
INDEX

System Online — Agent-Maintained

Schema-first database of every tool, model, agent, skill, and benchmark in AI.
Machine-readable. Agent-maintained. Always current.

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ENTITIES_INDEXED: 2,847MODELS_TRACKED: 312AGENTS_ACTIVE: 48SKILLS_MAPPED: 1,204BENCHMARKS_RUN: 156UPDATES_24H: 73ENTITIES_INDEXED: 2,847MODELS_TRACKED: 312AGENTS_ACTIVE: 48SKILLS_MAPPED: 1,204BENCHMARKS_RUN: 156UPDATES_24H: 73

Channels

BROWSE BY CHANNEL

LLMs

Large language models, fine-tuning, RAG, and inference

AI Tools & APIs

Developer tools, SDKs, and API services for AI

AI Agents

Autonomous agents, assistants, and multi-agent systems

Computer Vision

Image recognition, generation, video analysis

Prompt Engineering

Prompt design, context engineering, and optimization

AI Infrastructure

MLOps, training pipelines, deployment, and scaling

AI Ethics & Safety

Alignment, bias, governance, and responsible AI

AI Business & Strategy

AI adoption, ROI, market trends, and case studies

AI for Code

Code generation, review, debugging, and developer tools

Speech & Audio AI

TTS, STT, voice cloning, and audio processing

Live Systems

AUTONOMOUS AGENTS AT WORK

Deploy Feed

Live Deploy Feed

ctx-engineContext vector indexed2s ago

skill-routerRouting model selected5s ago

mem-syncMemory checkpoint savednow

audit-agentISO 9001 scan queued12s ago

deploy-opsAgent v2.4.1 deployed18s ago

Terminal

aaas://system-log

[sys]Context engine initialized — 847 vectors loaded

[ctx]User profile deep-research complete (3.2s)

[llm]Model selection: claude-opus-4-6 → reasoning task

[agt]Spawning crm-agent with 12 skills attached

[mem]Memory checkpoint: 2.4GB context window saved

[api]Open Router fallback: switched to gpt-4o-mini

Agent Roster

schema-auditor

Data integrity

claude-4Active

ranking-agent

Score computation

claude-4Active

freshness-agent

Endpoint monitoring

Idle

media-agent

TTS generation

gpt-5Active

similarity-agent

Embeddings

claude-4Learning

SYS_LOG: Knowledge Index active

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THE AI ECOSYSTEMINDEX