Merge branch 'main' of github.com:NousResearch/hermes-agent into bb/gui
This commit is contained in:
Brooklyn Nicholson
@@ -152,7 +152,7 @@ Registered only when the agent is spawned by the kanban dispatcher (`HERMES_KANB
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| Tool | Description | Requires environment |
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|------|-------------|----------------------|
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| `session_search` | Search your long-term memory of past conversations. This is your recall -- every past session is searchable, and this tool summarizes what happened. USE THIS PROACTIVELY when: - The user says 'we did this before', 'remember when', 'last ti… | — |
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| `session_search` | Search past sessions stored in the local session DB, or scroll inside one. FTS5-backed retrieval; returns actual messages from the DB (no LLM calls). Three shapes: discovery (pass `query`), scroll (pass `session_id` + `around_message_id`), browse (no args). | — |
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## `skills` toolset
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@@ -780,7 +780,6 @@ $ hermes model
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[ ] vision currently: auto / main model
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[ ] web_extract currently: auto / main model
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[ ] session_search currently: openrouter / google/gemini-2.5-flash
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[ ] title_generation currently: openrouter / google/gemini-3-flash-preview
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[ ] compression currently: auto / main model
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[ ] approval currently: auto / main model
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@@ -862,16 +861,6 @@ auxiliary:
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compression:
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timeout: 120 # seconds — compression summarizes long conversations, needs more time
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# Session search — summarizes past session matches
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session_search:
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provider: "auto"
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model: ""
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base_url: ""
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api_key: ""
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timeout: 30
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max_concurrency: 3 # Limit parallel summaries to reduce request-burst 429s
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extra_body: {} # Provider-specific OpenAI-compatible request fields
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# Skills hub — skill matching and search
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skills_hub:
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provider: "auto"
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@@ -909,34 +898,6 @@ Each auxiliary task has a configurable `timeout` (in seconds). Defaults: vision
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Context compression has its own `compression:` block for thresholds and an `auxiliary.compression:` block for model/provider settings — see [Context Compression](#context-compression) above. The fallback model uses a `fallback_model:` block — see [Fallback Model](/docs/integrations/providers#fallback-model). All three follow the same provider/model/base_url pattern.
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:::
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### Session Search Tuning
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If you use a reasoning-heavy model for `auxiliary.session_search`, Hermes now gives you two built-in controls:
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- `auxiliary.session_search.max_concurrency`: limits how many matched sessions Hermes summarizes at once
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- `auxiliary.session_search.extra_body`: forwards provider-specific OpenAI-compatible request fields on the summarization calls
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Example:
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```yaml
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auxiliary:
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session_search:
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provider: "main"
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model: "glm-4.5-air"
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timeout: 60
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max_concurrency: 2
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extra_body:
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enable_thinking: false
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```
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Use `max_concurrency` when your provider rate-limits request bursts and you want `session_search` to trade some parallelism for stability.
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Use `extra_body` only when your provider documents OpenAI-compatible request-body fields you want Hermes to pass through for that task. Hermes forwards the object as-is.
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:::warning
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`extra_body` is only effective when your provider actually supports the field you send. If the provider does not expose a native OpenAI-compatible reasoning-off flag, Hermes cannot synthesize one on its behalf.
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:::
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### OpenRouter routing & Pareto Code for auxiliary tasks
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When an auxiliary task resolves to OpenRouter (either explicitly or via `provider: "main"` while your main agent is on OpenRouter), the main agent's `provider_routing` and `openrouter.min_coding_score` settings **do not propagate** — by design, each auxiliary task is independent. To set OpenRouter provider preferences or use the [Pareto Code router](/docs/integrations/providers#openrouter-pareto-code-router) for a specific aux task, set them per-task via `extra_body`:
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@@ -188,7 +188,6 @@ Hermes uses separate lightweight models for side tasks. Each task has its own pr
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| Vision | Image analysis, browser screenshots | `auxiliary.vision` |
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| Web Extract | Web page summarization | `auxiliary.web_extract` |
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| Compression | Context compression summaries | `auxiliary.compression` |
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| Session Search | Past session summarization | `auxiliary.session_search` |
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| Skills Hub | Skill search and discovery | `auxiliary.skills_hub` |
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| MCP | MCP helper operations | `auxiliary.mcp` |
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| Approval | Smart command-approval classification | `auxiliary.approval` |
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@@ -235,13 +234,6 @@ auxiliary:
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provider: "auto"
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model: ""
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session_search:
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provider: "auto"
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model: ""
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timeout: 30
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max_concurrency: 3
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extra_body: {}
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skills_hub:
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provider: "auto"
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model: ""
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@@ -270,25 +262,6 @@ fallback_model:
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# base_url: http://localhost:8000/v1 # Optional custom endpoint
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```
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For `auxiliary.session_search`, Hermes also supports:
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- `max_concurrency` to limit how many session summaries run at once
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- `extra_body` to pass provider-specific OpenAI-compatible request fields through on the summarization calls
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Example:
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```yaml
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auxiliary:
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session_search:
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provider: main
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model: glm-4.5-air
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max_concurrency: 2
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extra_body:
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enable_thinking: false
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```
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If your provider does not support a native OpenAI-compatible reasoning-control field, `extra_body` will not help for that part; in that case `max_concurrency` is still useful for reducing request-burst 429s.
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All three — auxiliary, compression, fallback — work the same way: set `provider` to pick who handles the request, `model` to pick which model, and `base_url` to point at a custom endpoint (overrides provider).
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### Provider Options for Auxiliary Tasks
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@@ -432,7 +405,6 @@ See [Scheduled Tasks (Cron)](/docs/user-guide/features/cron) for full configurat
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| Vision | Layered (see above) + internal OpenRouter retry | `auxiliary.vision` |
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| Web extraction | Layered (see above) + internal OpenRouter retry | `auxiliary.web_extract` |
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| Context compression | Layered (see above); degrades to no-summary if all layers unavailable | `auxiliary.compression` |
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| Session search | Layered (see above) | `auxiliary.session_search` |
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| Skills hub | Layered (see above) | `auxiliary.skills_hub` |
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| MCP helpers | Layered (see above) | `auxiliary.mcp` |
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| Approval classification | Layered (see above) | `auxiliary.approval` |
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