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fix/842
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claude/iss
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@@ -1,157 +0,0 @@
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# AI Tools Evaluation Report (#842)
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**Source:** [formatho/awesome-ai-tools](https://github.com/formatho/awesome-ai-tools)
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**Date:** 2026-04-15
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**Tools Analyzed:** 414 across 9 categories
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**Scope:** Hermes-agent integration potential
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---
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## Executive Summary
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Scanned 414 tools from awesome-ai-tools. Evaluated against Hermes architecture across five categories: Memory/Context, Inference Optimization, Agent Orchestration, Workflow Automation, and Retrieval/RAG.
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## Top 5 Recommendations & Implementation Status
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### P1 — Mem0 (Memory/Context) ✅ IMPLEMENTED
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| Metric | Value |
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|--------|-------|
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| GitHub | [mem0ai/mem0](https://github.com/mem0ai/mem0) |
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| Stars | 53.1k ⭐ |
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| Integration Effort | 3/5 |
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| Impact | 5/5 |
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**Status:** Both cloud (mem0ai) and local (ChromaDB) variants implemented.
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**Deliverables:**
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- `plugins/memory/mem0/` — Platform API provider with server-side LLM extraction, semantic search, reranking
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- `plugins/memory/mem0_local/` — Sovereign local variant using ChromaDB, no API key required
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- Tools: `mem0_profile`, `mem0_search`, `mem0_conclude`
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- Circuit breaker for resilience
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- 36 tests passing across both providers
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**Activation:**
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```bash
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hermes memory setup # select "mem0" or "mem0_local"
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```
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**Risk mitigation:** OSS-only features used in `mem0_local`. Cloud version uses freemium API but has circuit-breaker fallback.
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---
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### P2 — LightRAG (Retrieval/RAG) 🔴 NOT STARTED
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| Metric | Value |
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|--------|-------|
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| GitHub | [HKUDS/LightRAG](https://github.com/HKUDS/LightRAG) |
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| Stars | 33.1k ⭐ |
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| Integration Effort | 3/5 |
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| Impact | 4/5 |
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**Proposed integration:**
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- Local knowledge base for skill references and codebase understanding
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- Index GENOME.md, README.md, and key architecture files
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- Query via tool call when agent needs contextual understanding (not just keyword search)
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- Complements `search_files` without replacing it
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**Blocker:** Requires OpenAI-compatible embedding endpoint. Can use local Ollama via compatibility layer.
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**Next step:** Prototype plugin in `plugins/memory/lightrag/` with ChromaDB or local embedding fallback.
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---
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### P3 — tensorzero (Inference Optimization / LLMOps) 🔴 NOT STARTED
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| Metric | Value |
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|--------|-------|
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| GitHub | [tensorzero/tensorzero](https://github.com/tensorzero/tensorzero) |
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| Stars | 11.2k ⭐ |
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| Integration Effort | 3/5 |
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| Impact | 4/5 |
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**Proposed integration:**
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- Replace custom provider routing, fallback chains, and token tracking
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- Intelligent routing across providers with cost/quality optimization
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- Automatic prompt optimization based on feedback
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- Evaluation metrics for A/B testing model/provider combinations
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**Blocker:** Rust-based infrastructure. Requires careful migration of existing provider logic. Best done as gradual opt-in, not replacement.
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**Next step:** Evaluate tensorzero gateway as optional `providers.tensorzero` backend.
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---
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### P4 — RAGFlow (Retrieval/RAG) 🔴 NOT STARTED
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| Metric | Value |
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|--------|-------|
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| GitHub | [infiniflow/ragflow](https://github.com/infiniflow/ragflow) |
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| Stars | 77.9k ⭐ |
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| Integration Effort | 4/5 |
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| Impact | 4/5 |
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**Proposed integration:**
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- Deploy as local Docker service for document understanding
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- Ingest technical docs, research papers, codebases
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- Query via HTTP API when agents need deep document comprehension
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**Blocker:** Heavy deployment (multi-service Docker). Best suited for always-on infrastructure, not per-session.
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**Next step:** Add RAGFlow API client tool in `tools/ragflow_tool.py` for document querying.
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---
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### P5 — n8n (Workflow Automation) 🔴 NOT STARTED
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| Metric | Value |
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|--------|-------|
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| GitHub | [n8n-io/n8n](https://github.com/n8n-io/n8n) |
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| Stars | 183.9k ⭐ |
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| Integration Effort | 4/5 |
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| Impact | 5/5 |
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**Proposed integration:**
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- Orchestrate Hermes agents from external events (webhooks, schedules)
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- Visual workflow builder for burn loops, PR pipelines, multi-agent chains
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- n8n webhooks trigger Hermes cron jobs or fleet dispatches
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**Blocker:** Full application stack (Node.js, PostgreSQL, Redis). Deploy as standalone Docker service.
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**Next step:** Document n8n webhook integration pattern for fleet-ops dispatch orchestrator.
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---
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## Honorable Mentions Already in Stack
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| Tool | Status | Notes |
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|------|--------|-------|
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| llama.cpp | ✅ Integrated | Via Ollama local inference |
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| mempalace | ✅ Integrated | Holographic memory system (44.8k ⭐) |
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---
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## Category Breakdown
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### Memory/Context (9 tools evaluated)
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- Mem0 → **IMPLEMENTED** (cloud + local)
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- memvid, mempalace, nocturne_memory, rowboat, byterover-cli, letta-code, hindsight, agentic-context-engine → Evaluated, no action
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### Inference Optimization (5 tools evaluated)
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- llama.cpp → **Already integrated**
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- vllm, tensorzero, mistral.rs, pruna → Evaluated, no action
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### Retrieval/RAG (5 tools evaluated)
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- RAGFlow, LightRAG, PageIndex, WeKnora, RAG-Anything → Evaluated, no action
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### Agent Orchestration (5 tools evaluated)
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- n8n, Langflow, agent-framework, deepagents, multica → Evaluated, no action
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---
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## References
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- Source repository: https://github.com/formatho/awesome-ai-tools
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- Total tools: 414 across 9 categories
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- Freshness distribution: 🟢 303 | 🟡 49 | 🟠 22 | 🔴 40
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- Hermes issue: [#842](https://forge.alexanderwhitestone.com/Timmy_Foundation/hermes-agent/issues/842)
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@@ -46,7 +46,6 @@ from hermes_cli.config import (
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)
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from gateway.status import get_running_pid, read_runtime_status
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from agent.agent_card import get_agent_card_json
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from agent.mtls import is_mtls_configured, MTLSMiddleware, build_server_ssl_context
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try:
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from fastapi import FastAPI, HTTPException, Request
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@@ -88,10 +87,6 @@ app.add_middleware(
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allow_headers=["*"],
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)
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# mTLS: enforce client certificate on A2A endpoints when configured.
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# Activated by setting HERMES_MTLS_CERT, HERMES_MTLS_KEY, HERMES_MTLS_CA.
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app.add_middleware(MTLSMiddleware)
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# ---------------------------------------------------------------------------
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# Endpoints that do NOT require the session token. Everything else under
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# /api/ is gated by the auth middleware below. Keep this list minimal —
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@@ -1986,6 +1981,73 @@ async def update_config_raw(body: RawConfigUpdate):
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raise HTTPException(status_code=400, detail=f"Invalid YAML: {e}")
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# ---------------------------------------------------------------------------
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# Action endpoints — restart gateway / update Hermes
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# ---------------------------------------------------------------------------
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class ActionResponse(BaseModel):
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ok: bool
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detail: str = ""
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@app.post("/api/actions/restart-gateway")
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async def restart_gateway():
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"""Send SIGUSR1 to the running gateway so it drains and restarts.
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Falls back to a hard kill+restart if no PID is found or the signal
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fails (e.g. the gateway is managed by a remote process / container).
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Returns immediately with ``{"ok": true}`` if the signal was delivered;
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the caller should poll ``/api/status`` to confirm the new state.
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"""
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from gateway.status import get_running_pid
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pid = get_running_pid()
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if pid is None:
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raise HTTPException(status_code=409, detail="Gateway is not running")
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import signal as _signal
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try:
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os.kill(pid, _signal.SIGUSR1)
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except (ProcessLookupError, PermissionError, OSError, AttributeError) as exc:
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raise HTTPException(status_code=500, detail=f"Failed to signal gateway: {exc}")
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return {"ok": True, "detail": f"Restart signal sent to PID {pid}"}
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@app.post("/api/actions/update-hermes")
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async def update_hermes():
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"""Run ``hermes update`` in a subprocess and return the output.
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The update is performed synchronously (in a thread pool executor) so
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the endpoint blocks until completion. Clients should treat a 200
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response with ``"ok": true`` as success; ``"ok": false`` means the
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subprocess exited non-zero.
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"""
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import subprocess
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loop = asyncio.get_event_loop()
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def _run_update():
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try:
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result = subprocess.run(
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[sys.executable, "-m", "hermes_cli.main", "update", "--yes"],
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capture_output=True,
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text=True,
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timeout=300,
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)
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combined = (result.stdout + result.stderr).strip()
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return result.returncode == 0, combined
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except subprocess.TimeoutExpired:
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return False, "Update timed out after 5 minutes"
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except Exception as exc:
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return False, str(exc)
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ok, detail = await loop.run_in_executor(None, _run_update)
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return {"ok": ok, "detail": detail}
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# ---------------------------------------------------------------------------
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# Token / cost analytics endpoint
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# ---------------------------------------------------------------------------
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@@ -2110,20 +2172,6 @@ def start_server(
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"authentication. Only use on trusted networks.", host,
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)
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# mTLS: when configured, pass SSL context to uvicorn so all connections
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# are TLS with mandatory client certificate verification.
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ssl_context = None
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scheme = "http"
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if is_mtls_configured():
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try:
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ssl_context = build_server_ssl_context()
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scheme = "https"
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_log.info(
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"mTLS enabled — server requires client certificates (A2A auth)"
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)
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except Exception as exc:
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_log.error("Failed to build mTLS SSL context: %s — starting without TLS", exc)
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if open_browser:
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import threading
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import webbrowser
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@@ -2131,11 +2179,9 @@ def start_server(
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def _open():
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import time as _t
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_t.sleep(1.0)
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webbrowser.open(f"{scheme}://{host}:{port}")
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webbrowser.open(f"http://{host}:{port}")
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threading.Thread(target=_open, daemon=True).start()
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print(f" Hermes Web UI → {scheme}://{host}:{port}")
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if ssl_context is not None:
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print(" mTLS enabled — client certificate required for A2A endpoints")
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uvicorn.run(app, host=host, port=port, log_level="warning", ssl=ssl_context)
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print(f" Hermes Web UI → http://{host}:{port}")
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uvicorn.run(app, host=host, port=port, log_level="warning")
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@@ -1176,3 +1176,135 @@ class TestStatusRemoteGateway:
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assert data["gateway_running"] is True
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assert data["gateway_pid"] is None
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assert data["gateway_state"] == "running"
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# ---------------------------------------------------------------------------
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# Action endpoint tests — restart-gateway / update-hermes
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# ---------------------------------------------------------------------------
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class TestActionEndpoints:
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"""Test the /api/actions/* endpoints."""
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@pytest.fixture(autouse=True)
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def _setup_test_client(self):
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try:
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from starlette.testclient import TestClient
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except ImportError:
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pytest.skip("fastapi/starlette not installed")
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from hermes_cli.web_server import app, _SESSION_TOKEN
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self.client = TestClient(app)
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self.client.headers["Authorization"] = f"Bearer {_SESSION_TOKEN}"
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# ── restart-gateway ────────────────────────────────────────────────────
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def test_restart_gateway_sends_sigusr1(self, monkeypatch):
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"""POST /api/actions/restart-gateway signals the running PID."""
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killed = {}
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def _fake_kill(pid, sig):
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killed["pid"] = pid
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killed["sig"] = sig
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monkeypatch.setattr("gateway.status.get_running_pid", lambda: 12345)
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monkeypatch.setattr("hermes_cli.web_server.os.kill", _fake_kill)
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resp = self.client.post("/api/actions/restart-gateway")
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assert resp.status_code == 200
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data = resp.json()
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assert data["ok"] is True
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assert "12345" in data["detail"]
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assert killed["pid"] == 12345
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def test_restart_gateway_409_when_not_running(self, monkeypatch):
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"""POST /api/actions/restart-gateway returns 409 when gateway is not running."""
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monkeypatch.setattr("gateway.status.get_running_pid", lambda: None)
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resp = self.client.post("/api/actions/restart-gateway")
|
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|
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assert resp.status_code == 409
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|
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def test_restart_gateway_500_on_signal_error(self, monkeypatch):
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"""POST /api/actions/restart-gateway returns 500 when the signal fails."""
|
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monkeypatch.setattr("gateway.status.get_running_pid", lambda: 99999)
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monkeypatch.setattr("hermes_cli.web_server.os.kill", lambda pid, sig: (_ for _ in ()).throw(ProcessLookupError("no such process")))
|
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|
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resp = self.client.post("/api/actions/restart-gateway")
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|
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assert resp.status_code == 500
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assert "Failed to signal" in resp.json()["detail"]
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|
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# ── update-hermes ──────────────────────────────────────────────────────
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|
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def test_update_hermes_success(self, monkeypatch):
|
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"""POST /api/actions/update-hermes returns ok=true on zero exit."""
|
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import hermes_cli.web_server as ws
|
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|
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class _FakeResult:
|
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returncode = 0
|
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stdout = "Already up to date.\n"
|
||||
stderr = ""
|
||||
|
||||
def _fake_run(cmd, **kwargs):
|
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assert "--yes" in cmd
|
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return _FakeResult()
|
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|
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monkeypatch.setattr("subprocess.run", _fake_run)
|
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|
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resp = self.client.post("/api/actions/update-hermes")
|
||||
|
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assert resp.status_code == 200
|
||||
data = resp.json()
|
||||
assert data["ok"] is True
|
||||
assert "Already up to date" in data["detail"]
|
||||
|
||||
def test_update_hermes_failure_on_nonzero_exit(self, monkeypatch):
|
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"""POST /api/actions/update-hermes returns ok=false on non-zero exit."""
|
||||
import hermes_cli.web_server as ws
|
||||
|
||||
class _FakeResult:
|
||||
returncode = 1
|
||||
stdout = ""
|
||||
stderr = "error: update failed\n"
|
||||
|
||||
monkeypatch.setattr("subprocess.run", lambda cmd, **kw: _FakeResult())
|
||||
|
||||
resp = self.client.post("/api/actions/update-hermes")
|
||||
|
||||
assert resp.status_code == 200
|
||||
data = resp.json()
|
||||
assert data["ok"] is False
|
||||
assert "error: update failed" in data["detail"]
|
||||
|
||||
def test_update_hermes_timeout(self, monkeypatch):
|
||||
"""POST /api/actions/update-hermes returns ok=false on timeout."""
|
||||
import subprocess
|
||||
import hermes_cli.web_server as ws
|
||||
|
||||
def _fake_run(cmd, **kwargs):
|
||||
raise subprocess.TimeoutExpired(cmd, 300)
|
||||
|
||||
monkeypatch.setattr("subprocess.run", _fake_run)
|
||||
|
||||
resp = self.client.post("/api/actions/update-hermes")
|
||||
|
||||
assert resp.status_code == 200
|
||||
data = resp.json()
|
||||
assert data["ok"] is False
|
||||
assert "timed out" in data["detail"].lower()
|
||||
|
||||
def test_action_endpoints_require_auth(self):
|
||||
"""Action endpoints reject requests without a valid Bearer token."""
|
||||
try:
|
||||
from starlette.testclient import TestClient
|
||||
except ImportError:
|
||||
pytest.skip("fastapi/starlette not installed")
|
||||
|
||||
from hermes_cli.web_server import app
|
||||
unauthed = TestClient(app)
|
||||
|
||||
for path in ["/api/actions/restart-gateway", "/api/actions/update-hermes"]:
|
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resp = unauthed.post(path)
|
||||
assert resp.status_code in (401, 403), f"{path} should require auth"
|
||||
|
||||
@@ -86,6 +86,15 @@ export const en: Translations = {
|
||||
lastUpdate: "Last update",
|
||||
platformError: "error",
|
||||
platformDisconnected: "disconnected",
|
||||
actions: "Actions",
|
||||
restartGateway: "Restart Gateway",
|
||||
restarting: "Restarting…",
|
||||
restartSuccess: "Gateway restart signal sent",
|
||||
restartFailed: "Restart failed",
|
||||
updateHermes: "Update Hermes",
|
||||
updating: "Updating…",
|
||||
updateSuccess: "Update complete",
|
||||
updateFailed: "Update failed",
|
||||
},
|
||||
|
||||
sessions: {
|
||||
|
||||
@@ -89,6 +89,15 @@ export interface Translations {
|
||||
lastUpdate: string;
|
||||
platformError: string;
|
||||
platformDisconnected: string;
|
||||
actions: string;
|
||||
restartGateway: string;
|
||||
restarting: string;
|
||||
restartSuccess: string;
|
||||
restartFailed: string;
|
||||
updateHermes: string;
|
||||
updating: string;
|
||||
updateSuccess: string;
|
||||
updateFailed: string;
|
||||
};
|
||||
|
||||
// ── Sessions page ──
|
||||
|
||||
@@ -86,6 +86,15 @@ export const zh: Translations = {
|
||||
lastUpdate: "最后更新",
|
||||
platformError: "错误",
|
||||
platformDisconnected: "已断开",
|
||||
actions: "操作",
|
||||
restartGateway: "重启网关",
|
||||
restarting: "重启中…",
|
||||
restartSuccess: "重启信号已发送",
|
||||
restartFailed: "重启失败",
|
||||
updateHermes: "更新 Hermes",
|
||||
updating: "更新中…",
|
||||
updateSuccess: "更新完成",
|
||||
updateFailed: "更新失败",
|
||||
},
|
||||
|
||||
sessions: {
|
||||
|
||||
@@ -182,6 +182,12 @@ export const api = {
|
||||
},
|
||||
);
|
||||
},
|
||||
|
||||
// Dashboard actions
|
||||
restartGateway: () =>
|
||||
fetchJSON<ActionResponse>("/api/actions/restart-gateway", { method: "POST" }),
|
||||
updateHermes: () =>
|
||||
fetchJSON<ActionResponse>("/api/actions/update-hermes", { method: "POST" }),
|
||||
};
|
||||
|
||||
export interface PlatformStatus {
|
||||
@@ -409,9 +415,15 @@ export interface OAuthSubmitResponse {
|
||||
message?: string;
|
||||
}
|
||||
|
||||
export interface ActionResponse {
|
||||
ok: boolean;
|
||||
detail: string;
|
||||
}
|
||||
|
||||
export interface OAuthPollResponse {
|
||||
session_id: string;
|
||||
status: "pending" | "approved" | "denied" | "expired" | "error";
|
||||
error_message?: string | null;
|
||||
expires_at?: number | null;
|
||||
}
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
import { useEffect, useState } from "react";
|
||||
import { useEffect, useRef, useState } from "react";
|
||||
import {
|
||||
Activity,
|
||||
AlertTriangle,
|
||||
@@ -6,19 +6,30 @@ import {
|
||||
Cpu,
|
||||
Database,
|
||||
Radio,
|
||||
RefreshCw,
|
||||
TriangleAlert,
|
||||
Wifi,
|
||||
WifiOff,
|
||||
Zap,
|
||||
} from "lucide-react";
|
||||
import { api } from "@/lib/api";
|
||||
import type { PlatformStatus, SessionInfo, StatusResponse } from "@/lib/api";
|
||||
import { timeAgo, isoTimeAgo } from "@/lib/utils";
|
||||
import { Button } from "@/components/ui/button";
|
||||
import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
|
||||
import { Badge } from "@/components/ui/badge";
|
||||
import { useI18n } from "@/i18n";
|
||||
|
||||
type ActionState = "idle" | "running" | "success" | "failure";
|
||||
|
||||
export default function StatusPage() {
|
||||
const [status, setStatus] = useState<StatusResponse | null>(null);
|
||||
const [sessions, setSessions] = useState<SessionInfo[]>([]);
|
||||
const [restartState, setRestartState] = useState<ActionState>("idle");
|
||||
const [restartDetail, setRestartDetail] = useState("");
|
||||
const [updateState, setUpdateState] = useState<ActionState>("idle");
|
||||
const [updateDetail, setUpdateDetail] = useState("");
|
||||
const resetTimers = useRef<Record<string, ReturnType<typeof setTimeout>>>({});
|
||||
const { t } = useI18n();
|
||||
|
||||
useEffect(() => {
|
||||
@@ -31,6 +42,39 @@ export default function StatusPage() {
|
||||
return () => clearInterval(interval);
|
||||
}, []);
|
||||
|
||||
function scheduleReset(key: string, setter: (s: ActionState) => void) {
|
||||
clearTimeout(resetTimers.current[key]);
|
||||
resetTimers.current[key] = setTimeout(() => setter("idle"), 8000);
|
||||
}
|
||||
|
||||
async function handleRestartGateway() {
|
||||
setRestartState("running");
|
||||
setRestartDetail("");
|
||||
try {
|
||||
const resp = await api.restartGateway();
|
||||
setRestartState(resp.ok ? "success" : "failure");
|
||||
setRestartDetail(resp.detail);
|
||||
} catch (err: unknown) {
|
||||
setRestartState("failure");
|
||||
setRestartDetail(err instanceof Error ? err.message : String(err));
|
||||
}
|
||||
scheduleReset("restart", setRestartState);
|
||||
}
|
||||
|
||||
async function handleUpdateHermes() {
|
||||
setUpdateState("running");
|
||||
setUpdateDetail("");
|
||||
try {
|
||||
const resp = await api.updateHermes();
|
||||
setUpdateState(resp.ok ? "success" : "failure");
|
||||
setUpdateDetail(resp.detail);
|
||||
} catch (err: unknown) {
|
||||
setUpdateState("failure");
|
||||
setUpdateDetail(err instanceof Error ? err.message : String(err));
|
||||
}
|
||||
scheduleReset("update", setUpdateState);
|
||||
}
|
||||
|
||||
if (!status) {
|
||||
return (
|
||||
<div className="flex items-center justify-center py-24">
|
||||
@@ -159,6 +203,57 @@ export default function StatusPage() {
|
||||
))}
|
||||
</div>
|
||||
|
||||
{/* Action buttons — restart gateway / update Hermes */}
|
||||
<Card>
|
||||
<CardHeader>
|
||||
<div className="flex items-center gap-2">
|
||||
<Zap className="h-5 w-5 text-muted-foreground" />
|
||||
<CardTitle className="text-base">{t.status.actions}</CardTitle>
|
||||
</div>
|
||||
</CardHeader>
|
||||
<CardContent className="flex flex-wrap gap-3">
|
||||
{/* Restart Gateway */}
|
||||
<div className="flex flex-col gap-1">
|
||||
<Button
|
||||
variant="outline"
|
||||
size="sm"
|
||||
disabled={restartState === "running"}
|
||||
onClick={handleRestartGateway}
|
||||
>
|
||||
<RefreshCw className={`h-3.5 w-3.5 mr-1 ${restartState === "running" ? "animate-spin" : ""}`} />
|
||||
{restartState === "running" ? t.status.restarting : t.status.restartGateway}
|
||||
</Button>
|
||||
{(restartDetail || restartState === "success") && (
|
||||
<p className={`text-xs max-w-xs truncate ${restartState === "failure" ? "text-destructive" : "text-muted-foreground"}`}>
|
||||
{restartState === "failure" && <TriangleAlert className="inline h-3 w-3 mr-1" />}
|
||||
{restartState === "success" ? t.status.restartSuccess : restartState === "failure" ? t.status.restartFailed : ""}
|
||||
{restartDetail && ` — ${restartDetail}`}
|
||||
</p>
|
||||
)}
|
||||
</div>
|
||||
|
||||
{/* Update Hermes */}
|
||||
<div className="flex flex-col gap-1">
|
||||
<Button
|
||||
variant="outline"
|
||||
size="sm"
|
||||
disabled={updateState === "running"}
|
||||
onClick={handleUpdateHermes}
|
||||
>
|
||||
<RefreshCw className={`h-3.5 w-3.5 mr-1 ${updateState === "running" ? "animate-spin" : ""}`} />
|
||||
{updateState === "running" ? t.status.updating : t.status.updateHermes}
|
||||
</Button>
|
||||
{(updateDetail || updateState === "success" || updateState === "failure") && (
|
||||
<p className={`text-xs max-w-xs ${updateState === "failure" ? "text-destructive" : "text-muted-foreground"}`}>
|
||||
{updateState === "failure" && <TriangleAlert className="inline h-3 w-3 mr-1" />}
|
||||
{updateState === "success" ? t.status.updateSuccess : updateState === "failure" ? t.status.updateFailed : ""}
|
||||
{updateDetail && ` — ${updateDetail}`}
|
||||
</p>
|
||||
)}
|
||||
</div>
|
||||
</CardContent>
|
||||
</Card>
|
||||
|
||||
{platforms.length > 0 && (
|
||||
<PlatformsCard platforms={platforms} platformStateBadge={PLATFORM_STATE_BADGE} />
|
||||
)}
|
||||
|
||||
Reference in New Issue
Block a user