Architecture Blueprint
Hermes Agent — System Architecture
Orchestration · ML Lifecycle · 24 Skills · Built on NousResearch hermes-agent
Orchestration
User
→
Hermes Core
ReAct · 60 iter
→
Memory
Session · MEMORY.md · USER.md
⤷
Skill Loader
Auto-selects from 24
→
Tool Dispatch
Terminal · File · Web · Browser
→
Sandbox
Local · Docker · Modal · E2B · SSH
→
LLM Provider
OpenRouter · Nous · Custom
→
Response
ML Lifecycle
Ingest &
Tokenize
Tokenize
Embed &
Index
Index
Vision &
Multimodal
Multimodal
Train &
Fine-Tune
Fine-Tune
Evaluate
Serve &
Infer
Infer
Structure
Output
Output
Apply
(RAG)
(RAG)
Monitor &
Govern
Govern
Skills (24)
huggingface-tokenizers
chroma
pinecone
qdrant
clip
segment-anything
axolotl
unsloth
lm-harness
SAELens
W&B ↕
vllm
llama-cpp
modal
lambda-labs
instructor
outlines
dspy
finance-mlops
healthcare-mlops
telecom-mlops
retail-mlops
public-sector
W&B
SAELens ↕
ml-paper-writing
Legend
Orchestrator
LLM / Model
Tool / Process / Skill
Vector DB
Industry Vertical
↕ = spans multiple stages