Commit graph

13 commits

Author SHA1 Message Date
Teknium
febc4cfec0
remove Vercel AI Gateway and Vercel Sandbox (#33067)
* remove Vercel AI Gateway provider and Vercel Sandbox terminal backend

Both Vercel-hosted integrations are removed end-to-end. Users on the AI
Gateway should switch to OpenRouter or one of the other aggregators
(Nous Portal, Kilo Code). Users on the Vercel Sandbox backend should
switch to Docker, Modal, Daytona, or SSH.

What's removed:
- `plugins/model-providers/ai-gateway/` provider plugin
- `hermes_cli/vercel_auth.py` Vercel-Sandbox auth helper
- `tools/environments/vercel_sandbox.py` terminal backend
- `ai-gateway` provider wiring across auth, doctor, setup, models,
  config, status, providers, main, web_server, model_normalize, dump
- `vercel_sandbox` backend wiring across terminal_tool, file_tools,
  code_execution_tool, file_operations, approval, skills_tool,
  environments/local, credential_files, lazy_deps, prompt_builder,
  cli, gateway/run
- `AI_GATEWAY_BASE_URL` constant, `_AI_GATEWAY_HEADERS` auxiliary-client
  header set, run_agent base-URL header/reasoning special-cases
- `[vercel]` pyproject extra and `vercel`/`vercel-workers` from uv.lock
- env vars: `AI_GATEWAY_API_KEY`, `AI_GATEWAY_BASE_URL`, `VERCEL_TOKEN`,
  `VERCEL_PROJECT_ID`, `VERCEL_TEAM_ID`, `VERCEL_OIDC_TOKEN`,
  `TERMINAL_VERCEL_RUNTIME`
- Tests: deletes test_ai_gateway_models.py and
  test_vercel_sandbox_environment.py; scrubs references across 23
  surviving test files (no entire tests deleted unless they were
  dedicated to AI Gateway / Sandbox)
- Docs: provider tables, env-var reference, setup guides, security
  notes, tool config, terminal-backend tables — English plus zh-Hans
  i18n parity
- `hermes-agent` skill: provider table entry and remote-backend list

What stays (intentional):
- `popular-web-designs/templates/vercel.md` — CSS design reference,
  unrelated to Vercel-the-AI-product
- `x-vercel-id` in `stream_diag.py` headers — generic Vercel CDN
  response header, useful diag signal on any Vercel-hosted endpoint
- `vercel-labs/agent-browser` URL in browser config — lightpanda
  browser project, different OSS effort
- `userStories.json` historical contributor entry mentioning Vercel
  Sandbox — archive, not active docs

Validation:
- 1153 tests in the 22 targeted files pass (`scripts/run_tests.sh`)
- Full repo `py_compile` clean
- Live import of every touched module + invariant check (no
  `ai-gateway` in `PROVIDER_REGISTRY`, no `_AI_GATEWAY_HEADERS`, no
  `vercel_sandbox` in `_REMOTE_TERMINAL_BACKENDS`)

* test: convert profile-count check from change-detector to invariant

The hardcoded "== 34" assertion broke when ai-gateway was removed.
Per AGENTS.md change-detector-test guidance, assert the relationship
(registry count >= number of plugin dirs) instead of a literal count.
Counts shift when providers are added/removed; that's expected.
2026-05-27 00:43:32 -07:00
zccyman
88ede807c4 fix(pricing): add deepseek-v4-pro to official docs pricing table
deepseek-v4-pro has been routable since v0.12 but was missing from
the _OFFICIAL_DOCS_PRICING table. Sessions using this model showed
as "unknown cost" in hermes insights instead of a dollar estimate.

Add pricing entry using published list prices:
- input: \$1.74/M tokens
- output: \$3.48/M tokens
- cache_read: \$0.0145/M tokens

Uses standard list rates (not the 75% promo) so estimates remain
accurate after promo expires 2026-05-31.

Closes #24218
2026-05-12 16:32:57 -07:00
Austin Pickett
d87c7b99e2
fix(analytics): prevent silent token loss and add Claude 4.5–4.7 pricing (#21455)
- Add pricing entries for Claude Opus 4.5/4.6/4.7, Sonnet 4.5/4.6, and
  Haiku 4.5 with updated source URLs (platform.claude.com)
- Add _normalize_anthropic_model_name() to handle dot-notation variants
  (e.g. claude-opus-4.7 → claude-opus-4-7) for pricing lookups
- Fix silent token loss: ensure session row exists before UPDATE in both
  run_agent.py and hermes_state.py (INSERT OR IGNORE is idempotent)
- Log token persistence failures at DEBUG level instead of swallowing
  them silently — makes undercounted analytics diagnosable
- Surface reasoning tokens in CLI /usage and TUI usage panel
- Add 'reasoning' and 'cost_status' fields to TUI Usage type
2026-05-07 13:24:31 -07:00
Oluwadare Feranmi
860ff445f6 fix(usage_pricing): add MiniMax-M2.7 pricing for minimax and minimax-cn providers
Fixes #16825. Sessions using MiniMax-M2.7 via minimax-cn showed
estimated_cost_usd=0.0 and cost_status='unknown' because neither
provider had a billing route or pricing entry. Adds official_docs_snapshot
entries ($0.30/M input, $1.20/M output) for both minimax and minimax-cn,
and adds explicit routing in resolve_billing_route so both resolve to
billing_mode='official_docs_snapshot' instead of falling through to 'unknown'.
2026-04-29 04:56:50 -07:00
Teknium
b9463e32c6 fix(usage): read top-level Anthropic cache fields from OAI-compatible proxies
Port from cline/cline#10266.

When OpenAI-compatible proxies (OpenRouter, Vercel AI Gateway, Cline)
route Claude models, they sometimes surface the Anthropic-native cache
counters (`cache_read_input_tokens`, `cache_creation_input_tokens`) at
the top level of the `usage` object instead of nesting them inside
`prompt_tokens_details`. Our chat-completions branch of
`normalize_usage()` only read the nested `prompt_tokens_details` fields,
so those responses:

- reported `cache_write_tokens = 0` even when the model actually did a
  prompt-cache write,
- reported only some of the cache-read tokens when the proxy exposed them
  top-level only,
- overstated `input_tokens` by the missed cache-write amount, which in
  turn made cost estimation and the status-bar cache-hit percentage wrong
  for Claude traffic going through these gateways.

Now the chat-completions branch tries the OpenAI-standard
`prompt_tokens_details` first and falls back to the top-level
Anthropic-shape fields only if the nested values are absent/zero. The
Anthropic and Codex Responses branches are unchanged.

Regression guards added for three shapes: top-level write + nested read,
top-level-only, and both-present (nested wins).
2026-04-22 17:40:49 -07:00
Teknium
dbb7e00e7e fix: sweep remaining provider-URL substring checks across codebase
Completes the hostname-hardening sweep — every substring check against a
provider host in live-routing code is now hostname-based. This closes the
same false-positive class for OpenRouter, GitHub Copilot, Kimi, Qwen,
ChatGPT/Codex, Bedrock, GitHub Models, Vercel AI Gateway, Nous, Z.AI,
Moonshot, Arcee, and MiniMax that the original PR closed for OpenAI, xAI,
and Anthropic.

New helper:
- utils.base_url_host_matches(base_url, domain) — safe counterpart to
  'domain in base_url'. Accepts hostname equality and subdomain matches;
  rejects path segments, host suffixes, and prefix collisions.

Call sites converted (real-code only; tests, optional-skills, red-teaming
scripts untouched):

run_agent.py (10 sites):
- AIAgent.__init__ Bedrock branch, ChatGPT/Codex branch (also path check)
- header cascade for openrouter / copilot / kimi / qwen / chatgpt
- interleaved-thinking trigger (openrouter + claude)
- _is_openrouter_url(), _is_qwen_portal()
- is_native_anthropic check
- github-models-vs-copilot detection (3 sites)
- reasoning-capable route gate (nousresearch, vercel, github)
- codex-backend detection in API kwargs build
- fallback api_mode Bedrock detection

agent/auxiliary_client.py (7 sites):
- extra-headers cascades in 4 distinct client-construction paths
  (resolve custom, resolve auto, OpenRouter-fallback-to-custom,
  _async_client_from_sync, resolve_provider_client explicit-custom,
  resolve_auto_with_codex)
- _is_openrouter_client() base_url sniff

agent/usage_pricing.py:
- resolve_billing_route openrouter branch

agent/model_metadata.py:
- _is_openrouter_base_url(), Bedrock context-length lookup

hermes_cli/providers.py:
- determine_api_mode Bedrock heuristic

hermes_cli/runtime_provider.py:
- _is_openrouter_url flag for API-key preference (issues #420, #560)

hermes_cli/doctor.py:
- Kimi User-Agent header for /models probes

tools/delegate_tool.py:
- subagent Codex endpoint detection

trajectory_compressor.py:
- _detect_provider() cascade (8 providers: openrouter, nous, codex, zai,
  kimi-coding, arcee, minimax-cn, minimax)

cli.py, gateway/run.py:
- /model-switch cache-enabled hint (openrouter + claude)

Bedrock detection tightened from 'bedrock-runtime in url' to
'hostname starts with bedrock-runtime. AND host is under amazonaws.com'.
ChatGPT/Codex detection tightened from 'chatgpt.com/backend-api/codex in
url' to 'hostname is chatgpt.com AND path contains /backend-api/codex'.

Tests:
- tests/test_base_url_hostname.py extended with a base_url_host_matches
  suite (exact match, subdomain, path-segment rejection, host-suffix
  rejection, host-prefix rejection, empty-input, case-insensitivity,
  trailing dot).

Validation: 651 targeted tests pass (runtime_provider, minimax, bedrock,
gemini, auxiliary, codex_cloudflare, usage_pricing, compressor_fallback,
fallback_model, openai_client_lifecycle, provider_parity, cli_provider_resolution,
delegate, credential_pool, context_compressor, plus the 4 hostname test
modules). 26-assertion E2E call-site verification across 6 modules passes.
2026-04-20 22:14:29 -07:00
JiaDe WU
0cb8c51fa5 feat: native AWS Bedrock provider via Converse API
Salvaged from PR #7920 by JiaDe-Wu — cherry-picked Bedrock-specific
additions onto current main, skipping stale-branch reverts (293 commits
behind).

Dual-path architecture:
  - Claude models → AnthropicBedrock SDK (prompt caching, thinking budgets)
  - Non-Claude models → Converse API via boto3 (Nova, DeepSeek, Llama, Mistral)

Includes:
  - Core adapter (agent/bedrock_adapter.py, 1098 lines)
  - Full provider registration (auth, models, providers, config, runtime, main)
  - IAM credential chain + Bedrock API Key auth modes
  - Dynamic model discovery via ListFoundationModels + ListInferenceProfiles
  - Streaming with delta callbacks, error classification, guardrails
  - hermes doctor + hermes auth integration
  - /usage pricing for 7 Bedrock models
  - 130 automated tests (79 unit + 28 integration + follow-up fixes)
  - Documentation (website/docs/guides/aws-bedrock.md)
  - boto3 optional dependency (pip install hermes-agent[bedrock])

Co-authored-by: JiaDe WU <40445668+JiaDe-Wu@users.noreply.github.com>
2026-04-15 16:17:17 -07:00
Teknium
8d023e43ed
refactor: remove dead code — 1,784 lines across 77 files (#9180)
Deep scan with vulture, pyflakes, and manual cross-referencing identified:
- 41 dead functions/methods (zero callers in production)
- 7 production-dead functions (only test callers, tests deleted)
- 5 dead constants/variables
- ~35 unused imports across agent/, hermes_cli/, tools/, gateway/

Categories of dead code removed:
- Refactoring leftovers: _set_default_model, _setup_copilot_reasoning_selection,
  rebuild_lookups, clear_session_context, get_logs_dir, clear_session
- Unused API surface: search_models_dev, get_pricing, skills_categories,
  get_read_files_summary, clear_read_tracker, menu_labels, get_spinner_list
- Dead compatibility wrappers: schedule_cronjob, list_cronjobs, remove_cronjob
- Stale debug helpers: get_debug_session_info copies in 4 tool files
  (centralized version in debug_helpers.py already exists)
- Dead gateway methods: send_emote, send_notice (matrix), send_reaction
  (bluebubbles), _normalize_inbound_text (feishu), fetch_room_history
  (matrix), _start_typing_indicator (signal), parse_feishu_post_content
- Dead constants: NOUS_API_BASE_URL, SKILLS_TOOL_DESCRIPTION,
  FILE_TOOLS, VALID_ASPECT_RATIOS, MEMORY_DIR
- Unused UI code: _interactive_provider_selection,
  _interactive_model_selection (superseded by prompt_toolkit picker)

Test suite verified: 609 tests covering affected files all pass.
Tests for removed functions deleted. Tests using removed utilities
(clear_read_tracker, MEMORY_DIR) updated to use internal APIs directly.
2026-04-13 16:32:04 -07:00
alt-glitch
96c060018a fix: remove 115 verified dead code symbols across 46 production files
Automated dead code audit using vulture + coverage.py + ast-grep intersection,
confirmed by Opus deep verification pass. Every symbol verified to have zero
production callers (test imports excluded from reachability analysis).

Removes ~1,534 lines of dead production code across 46 files and ~1,382 lines
of stale test code. 3 entire files deleted (agent/builtin_memory_provider.py,
hermes_cli/checklist.py, tests/hermes_cli/test_setup_model_selection.py).

Co-authored-by: alt-glitch <balyan.sid@gmail.com>
2026-04-10 03:44:43 -07:00
Teknium
0dcd6ab2f2
fix: status bar shows 26K instead of 260K for token counts with trailing zeros (#3024)
format_token_count_compact() used unconditional rstrip("0") to clean up
decimal trailing zeros (e.g. "1.50" → "1.5"), but this also stripped
meaningful trailing zeros from whole numbers ("260" → "26", "100" → "1").
Guard the strip behind a decimal-point check.

Co-authored-by: kshitijk4poor <82637225+kshitijk4poor@users.noreply.github.com>
2026-03-25 12:45:58 -07:00
Teknium
a2440f72f6
feat: use endpoint metadata for custom model context and pricing (#1906)
* perf: cache base_url.lower() via property, consolidate triple load_config(), hoist set constant

run_agent.py:
- Add base_url property that auto-caches _base_url_lower on every
  assignment, eliminating 12+ redundant .lower() calls per API cycle
  across __init__, _build_api_kwargs, _supports_reasoning_extra_body,
  and the main conversation loop
- Consolidate three separate load_config() disk reads in __init__
  (memory, skills, compression) into a single call, reusing the
  result dict for all three config sections

model_tools.py:
- Hoist _READ_SEARCH_TOOLS set to module level (was rebuilt inside
  handle_function_call on every tool invocation)

* Use endpoint metadata for custom model context and pricing

---------

Co-authored-by: kshitij <82637225+kshitijk4poor@users.noreply.github.com>
2026-03-18 03:04:07 -07:00
Teknium
d417ba2a48
feat: add route-aware pricing estimates (#1695)
Salvaged from PR #1563 by @kshitijk4poor. Cherry-picked with authorship preserved.

- Route-aware pricing architecture replacing static MODEL_PRICING + heuristics
- Canonical usage normalization (Anthropic/OpenAI/Codex API shapes)
- Cache-aware billing (separate cache_read/cache_write rates)
- Cost status tracking (estimated/included/unknown/actual)
- OpenRouter live pricing via models API
- Schema migration v4→v5 with billing metadata columns
- Removed speculative forward-looking entries
- Removed cost display from CLI status bar
- Threaded OpenRouter metadata pre-warm

Co-authored-by: kshitij <82637225+kshitijk4poor@users.noreply.github.com>
2026-03-17 03:44:44 -07:00
Teknium
00a0c56598
feat: add persistent CLI status bar and usage details (#1522)
Salvaged from PR #1104 by kshitijk4poor. Closes #683.

Adds a persistent status bar to the CLI showing model name, context
window usage with visual bar, estimated cost, and session duration.
Responsive layout degrades gracefully for narrow terminals.

Changes:
- agent/usage_pricing.py: shared pricing table, cost estimation with
  Decimal arithmetic, duration/token formatting helpers
- agent/insights.py: refactored to reuse usage_pricing (eliminates
  duplicate pricing table and formatting logic)
- cli.py: status bar with FormattedTextControl fragments, color-coded
  context thresholds (green/yellow/orange/red), enhanced /usage with
  cost breakdown, 1Hz idle refresh for status bar updates
- tests/test_cli_status_bar.py: status bar snapshot, width collapsing,
  usage report with/without pricing, zero-priced model handling
- tests/test_insights.py: verify zero-priced providers show as unknown

Salvage fixes:
- Resolved conflict with voice status bar (both coexist in layout)
- Import _format_context_length from hermes_cli.banner (moved since PR)

Co-authored-by: kshitijk4poor <kshitijk4poor@users.noreply.github.com>
2026-03-16 04:42:48 -07:00