mirror of https://github.com/NousResearch/hermes-agent.git synced 2026-05-01 16:31:56 +08:00

Files

Teknium 289cc47631 docs: resync reference, user-guide, developer-guide, and messaging pages against code (#17738 )

Broad drift audit against origin/main (b52b63396).

Reference pages (most user-visible drift):
- slash-commands: add /busy, /curator, /footer, /indicator, /redraw, /steer
  that were missing; drop non-existent /terminal-setup; fix /q footnote
  (resolves to /queue, not /quit); extend CLI-only list with all 24
  CLI-only commands in the registry
- cli-commands: add dedicated sections for hermes curator / fallback /
  hooks (new subcommands not previously documented); remove stale
  hermes honcho standalone section (the plugin registers dynamically
  via hermes memory); list curator/fallback/hooks in top-level table;
  fix completion to include fish
- toolsets-reference: document the real 52-toolset count; split browser
  vs browser-cdp; add discord / discord_admin / spotify / yuanbao;
  correct hermes-cli tool count from 36 to 38; fix misleading claim
  that hermes-homeassistant adds tools (it's identical to hermes-cli)
- tools-reference: bump tool count 55 -> 68; add 7 Spotify, 5 Yuanbao,
  2 Discord toolsets; move browser_cdp/browser_dialog to their own
  browser-cdp toolset section
- environment-variables: add 40+ user-facing HERMES_* vars that were
  undocumented (--yolo, --accept-hooks, --ignore-*, inference model
  override, agent/stream/checkpoint timeouts, OAuth trace, per-platform
  batch tuning for Telegram/Discord/Matrix/Feishu/WeCom, cron knobs,
  gateway restart/connect timeouts); dedupe the Cron Scheduler section;
  replace stale QQ_SANDBOX with QQ_PORTAL_HOST

User-guide (top level):
- cli.md: compression preserves last 20 turns, not 4 (protect_last_n: 20)
- configuration.md: display.platforms is the canonical per-platform
  override key; tool_progress_overrides is deprecated and auto-migrated
- profiles.md: model.default is the config key, not model.model
- sessions.md: CLI/TUI session IDs use 6-char hex, gateway uses 8
- checkpoints-and-rollback.md: destructive-command list now matches
  _DESTRUCTIVE_PATTERNS (adds rmdir, cp, install, dd)
- docker.md: the container runs as non-root hermes (UID 10000) via
  gosu; fix install command (uv pip); add missing --insecure on the
  dashboard compose example (required for non-loopback bind)
- security.md: systemctl danger pattern also matches 'restart'
- index.md: built-in tool count 47 -> 68
- integrations/index.md: 6 STT providers, 8 memory providers
- integrations/providers.md: drop fictional dashscope/qwen aliases

Features:
- overview.md: 9 image models (not 8), 9 TTS providers (not 5),
  8 memory providers (Supermemory was missing)
- tool-gateway.md: 9 image models
- tools.md: extend common-toolsets list with search / messaging /
  spotify / discord / debugging / safe
- fallback-providers.md: add 6 real providers from PROVIDER_REGISTRY
  (lmstudio, kimi-coding-cn, stepfun, alibaba-coding-plan,
  tencent-tokenhub, azure-foundry)
- plugins.md: Available Hooks table now includes on_session_finalize,
  on_session_reset, subagent_stop
- built-in-plugins.md: add the 7 bundled plugins the page didn't
  mention (spotify, google_meet, three image_gen providers, two
  dashboard examples)
- web-dashboard.md: add --insecure and --tui flags
- cron.md: hermes cron create takes positional schedule/prompt, not
  flags

Messaging:
- telegram.md: TELEGRAM_WEBHOOK_SECRET is now REQUIRED when
  TELEGRAM_WEBHOOK_URL is set (gateway refuses to start without it
  per GHSA-3vpc-7q5r-276h). Biggest user-visible drift in the batch.
- discord.md: HERMES_DISCORD_TEXT_BATCH_SPLIT_DELAY_SECONDS default
  is 2.0, not 0.1
- dingtalk.md: document DINGTALK_REQUIRE_MENTION /
  FREE_RESPONSE_CHATS / MENTION_PATTERNS / HOME_CHANNEL /
  ALLOW_ALL_USERS that the adapter supports
- bluebubbles.md: drop fictional BLUEBUBBLES_SEND_READ_RECEIPTS env
  var; the setting lives in platforms.bluebubbles.extra only
- qqbot.md: drop dead QQ_SANDBOX; add real QQ_PORTAL_HOST and
  QQ_GROUP_ALLOWED_USERS
- wecom-callback.md: replace 'hermes gateway start' (service-only)
  with 'hermes gateway' for first-time setup

Developer-guide:
- architecture.md: refresh tool/toolset counts (61/52), terminal
  backend count (7), line counts for run_agent.py (~13.7k), cli.py
  (~11.5k), main.py (~10.4k), setup.py (~3.5k), gateway/run.py
  (~12.2k), mcp_tool.py (~3.1k); add yuanbao adapter, bump platform
  adapter count 18 -> 20
- agent-loop.md: run_agent.py line count 10.7k -> 13.7k
- tools-runtime.md: add vercel_sandbox backend
- adding-tools.md: remove stale 'Discovery import added to
  model_tools.py' checklist item (registry auto-discovery)
- adding-platform-adapters.md: mark send_typing / get_chat_info as
  concrete base methods; only connect/disconnect/send are abstract
- acp-internals.md: ACP sessions now persist to SessionDB
  (~/.hermes/state.db); acp.run_agent call uses
  use_unstable_protocol=True
- cron-internals.md: gateway runs scheduler in a dedicated background
  thread via _start_cron_ticker, not on a maintenance cycle; locking
  is cross-process via fcntl.flock (Unix) / msvcrt.locking (Windows)
- gateway-internals.md: gateway/run.py ~12k lines
- provider-runtime.md: cron DOES support fallback (run_job reads
  fallback_providers from config)
- session-storage.md: SCHEMA_VERSION = 11 (not 9); add migrations
  10 and 11 (trigram FTS, inline-mode FTS5 re-index); add
  api_call_count column to Sessions DDL; document messages_fts_trigram
  and state_meta in the architecture tree
- context-compression-and-caching.md: remove the obsolete 'context
  pressure warnings' section (warnings were removed for causing
  models to give up early)
- context-engine-plugin.md: compress() signature now includes
  focus_topic param
- extending-the-cli.md: _build_tui_layout_children signature now
  includes model_picker_widget; add to default layout

Also fixed three pre-existing broken links/anchors the build warned
about (docker.md -> api-server.md, yuanbao.md -> cron-jobs.md and
tips#background-tasks, nix-setup.md -> #container-aware-cli).

Regenerated per-skill pages via website/scripts/generate-skill-docs.py
so catalog tables and sidebar are consistent with current SKILL.md
frontmatter.

docusaurus build: clean, no broken links or anchors.

2026-04-29 20:55:59 -07:00

7.2 KiB

Raw Blame History

title, sidebar_label, sidebar_position

title	sidebar_label	sidebar_position
Integrations	Overview	0

Integrations

Hermes Agent connects to external systems for AI inference, tool servers, IDE workflows, programmatic access, and more. These integrations extend what Hermes can do and where it can run.

AI Providers & Routing

Hermes supports multiple AI inference providers out of the box. Use hermes model to configure interactively, or set them in config.yaml.

AI Providers — OpenRouter, Anthropic, OpenAI, Google, and any OpenAI-compatible endpoint. Hermes auto-detects capabilities like vision, streaming, and tool use per provider.
Provider Routing — Fine-grained control over which underlying providers handle your OpenRouter requests. Optimize for cost, speed, or quality with sorting, whitelists, blacklists, and explicit priority ordering.
Fallback Providers — Automatic failover to backup LLM providers when your primary model encounters errors. Includes primary model fallback and independent auxiliary task fallback for vision, compression, and web extraction.

Tool Servers (MCP)

MCP Servers — Connect Hermes to external tool servers via Model Context Protocol. Access tools from GitHub, databases, file systems, browser stacks, internal APIs, and more without writing native Hermes tools. Supports both stdio and SSE transports, per-server tool filtering, and capability-aware resource/prompt registration.

Web Search Backends

The web_search and web_extract tools support four backend providers, configured via config.yaml or hermes tools:

Backend	Env Var	Search	Extract	Crawl
Firecrawl (default)	`FIRECRAWL_API_KEY`	✔	✔	✔
Parallel	`PARALLEL_API_KEY`	✔	✔	—
Tavily	`TAVILY_API_KEY`	✔	✔	✔
Exa	`EXA_API_KEY`	✔	✔	—

Quick setup example:

web:
  backend: firecrawl    # firecrawl | parallel | tavily | exa

If web.backend is not set, the backend is auto-detected from whichever API key is available. Self-hosted Firecrawl is also supported via FIRECRAWL_API_URL.

Browser Automation

Hermes includes full browser automation with multiple backend options for navigating websites, filling forms, and extracting information:

Browserbase — Managed cloud browsers with anti-bot tooling, CAPTCHA solving, and residential proxies
Browser Use — Alternative cloud browser provider
Local Chrome via CDP — Connect to your running Chrome instance using /browser connect
Local Chromium — Headless local browser via the agent-browser CLI

See Browser Automation for setup and usage.

Voice & TTS Providers

Text-to-speech and speech-to-text across all messaging platforms:

| Provider | Quality | Cost | API Key | ||----------|---------|------|---------| || Edge TTS (default) | Good | Free | None needed | || ElevenLabs | Excellent | Paid | ELEVENLABS_API_KEY | || OpenAI TTS | Good | Paid | VOICE_TOOLS_OPENAI_KEY | || MiniMax | Good | Paid | MINIMAX_API_KEY | || NeuTTS | Good | Free | None needed |

Speech-to-text supports six providers: local faster-whisper (free, runs on-device), a local command wrapper, Groq, OpenAI Whisper API, Mistral, and xAI. Voice message transcription works across Telegram, Discord, WhatsApp, and other messaging platforms. See Voice & TTS and Voice Mode for details.

IDE & Editor Integration

IDE Integration (ACP) — Use Hermes Agent inside ACP-compatible editors such as VS Code, Zed, and JetBrains. Hermes runs as an ACP server, rendering chat messages, tool activity, file diffs, and terminal commands inside your editor.

Programmatic Access

API Server — Expose Hermes as an OpenAI-compatible HTTP endpoint. Any frontend that speaks the OpenAI format — Open WebUI, LobeChat, LibreChat, NextChat, ChatBox — can connect and use Hermes as a backend with its full toolset.

Memory & Personalization

Built-in Memory — Persistent, curated memory via MEMORY.md and USER.md files. The agent maintains bounded stores of personal notes and user profile data that survive across sessions.
Memory Providers — Plug in external memory backends for deeper personalization. Eight providers are supported: Honcho (dialectic reasoning), OpenViking (tiered retrieval), Mem0 (cloud extraction), Hindsight (knowledge graphs), Holographic (local SQLite), RetainDB (hybrid search), ByteRover (CLI-based), and Supermemory.

Messaging Platforms

Hermes runs as a gateway bot on 15+ messaging platforms, all configured through the same gateway subsystem:

Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Mattermost, Email, SMS, DingTalk, Feishu/Lark, WeCom, WeCom Callback, Weixin, BlueBubbles, QQ Bot, Home Assistant, Webhooks

See the Messaging Gateway overview for the platform comparison table and setup guide.

Home Automation

Home Assistant — Control smart home devices via four dedicated tools (ha_list_entities, ha_get_state, ha_list_services, ha_call_service). The Home Assistant toolset activates automatically when HASS_TOKEN is configured.

Plugins

Plugin System — Extend Hermes with custom tools, lifecycle hooks, and CLI commands without modifying core code. Plugins are discovered from ~/.hermes/plugins/, project-local .hermes/plugins/, and pip-installed entry points.
Build a Plugin — Step-by-step guide for creating Hermes plugins with tools, hooks, and CLI commands.

Training & Evaluation

RL Training — Generate trajectory data from agent sessions for reinforcement learning and model fine-tuning. Supports Atropos environments with customizable reward functions.
Batch Processing — Run the agent across hundreds of prompts in parallel, generating structured ShareGPT-format trajectory data for training data generation or evaluation.

7.2 KiB Raw Blame History