agnes-the-ai-analyst/app/instance_config.py
Vojtech 50a974f196
feat(store-guardrails): admin-configurable content thresholds (#281)
* feat(store-guardrails): admin-configurable content thresholds

Adds the flea-market content guardrail floors to the /admin/server-config
editor so operators can tune the bar without code changes. Defaults are
unchanged (60 chars description, 25 chars command, 5 distinct words, 200
chars body) — patching guardrails.* in instance.yaml or via the admin UI
overrides any of them and the next inline check picks up the new value.

src/store_guardrails/content_check.py now resolves the four floors via
helper functions (_min_desc_chars / _min_command_desc_chars /
_min_distinct_words / _min_body_chars) that read app.instance_config at
call time. Module-level _DEFAULT_* constants remain as fallbacks if
the import fails (defensive — keeps the guardrail module loadable
without the app package on its path).

app/instance_config.py grows four matching getters returning the live
value with sane defaults + integer coercion.

app/api/admin.py registers 'guardrails' as an editable section + ships
nine known-fields entries (min_description_chars,
min_command_description_chars, min_distinct_words, min_body_chars,
enabled, review_model, blocked_quota_per_day, blocked_bundle_ttl_days,
stuck_review_grace_seconds) with operator-facing hint copy explaining
what each knob does.

app/web/templates/admin_server_config.html gets a SECTION_META entry
so the section renders as 'Flea-market guardrails' with a help string
instead of a bare section ID.

app/web/router.py threads the live thresholds into /store/new and
/store/examples via a small _guardrail_thresholds() helper so the
disclosure copy, char counter, and "Why these limits" table render
the configured value (not a hardcoded 60). End-to-end smoke verified:
PATCH guardrails.min_description_chars=90 → /store/new immediately
renders "90 characters" + JS DESC_MIN=90 on the next request, no
restart required (helpers read live config per call).

* chore(store-guardrails): address PR review safe-fix findings

Code-review safe_auto findings on PR #281 (review run
20260513-100126-64052520):

- CHANGELOG: add Unreleased entry covering the new
  /admin/server-config Flea-market guardrails section, the four live
  threshold getters, and the route-helper rendering knobs. Required by
  the project's non-negotiable "Changelog discipline" rule.
- content_check.py: narrow `except Exception` to `except ImportError`
  on the four `_min_*()` resolver helpers. Surface-level TypeError /
  ValueError on a malformed YAML value belongs to the
  instance_config getters' own try/except — the resolvers should only
  defend against the in-tree import itself failing, not silently
  swallow real bugs in the getters.
- store_upload.html: refresh the stale "30-char threshold" comment to
  reflect the configurable floor (default 60), and add `|default(60)`
  / `|default(25)` / `|default(5)` filters to the disclosure-copy
  bindings so the upload form matches store_examples.html's
  belt-and-suspenders rendering if a future route ever renders the
  template without populating the `guardrail` context.
- router.py: tighten `_guardrail_thresholds()` return annotation
  from bare `dict` to `dict[str, int]`.

Residual work (left for separate change after operator direction):
- Add round-trip test (PATCH guardrails -> next inline check uses
  new value) — primary testing gap.
- Decide policy on `min_*=0` (currently coerced to 1 via
  `max(1, int(val))`) vs treating 0 as a disable sentinel like
  neighbour getters (`blocked_quota_per_day`,
  `blocked_bundle_ttl_days`).
- Add POST-time integer validation for `guardrails.*` so a typo'd
  YAML value (bool / string / float) errors loudly instead of
  silently falling back to the default.

* test(store-guardrails): cover admin-configurable thresholds + PATCH round-trip

Closes the "primary testing gap" Vojta noted in the safe-fix commit
on PR #281 — the four new `get_guardrails_min_*` getters and the
PATCH-takes-effect-on-next-check live-config flow had no direct
coverage.

10 new tests in `tests/test_store_guardrails_admin_config.py`:

- TestGuardrailGetterDefaults (4 tests) — each new getter returns the
  documented default (60 / 25 / 5 / 200) when nothing is configured.
- TestGuardrailGetterOverlay (5 tests) — overlay-driven overrides win,
  string values that look numeric coerce via int(), garbage strings
  fall back to default via the (TypeError, ValueError) branch, and the
  `max(1, int(val))` floor pins zero/negative inputs to 1.
- TestPatchRoundTrip (1 test) — PATCH `/api/admin/server-config`
  `guardrails.min_description_chars=90`, then call content_check
  against a 75-char description that previously passed: must now fail
  with `too_short`. Then PATCH back to 60 and verify the next check
  passes again. Closes the cache-invalidation contract Vojta relies on
  for the "no app restart" claim — broken without the
  reset_cache() bracket in /api/admin/server-config.

The TestGuardrailGetterOverlay.test_zero_or_negative_floored_to_one
test pins the current `max(1, int(val))` policy. Vojta's safe-fix
commit explicitly left "policy on min_*=0 vs disable-sentinel" as
residual work — pinning the current behavior here ensures any future
change to use 0 as a disable sentinel must update this test (and the
reviewer sees the policy decision).

Verified: 4509 tests pass locally (4499 existing + 10 new).

* release: 0.54.2 — admin-configurable flea-market guardrail thresholds + tests

Last commit on the PR per CLAUDE.md hard rule. Patch bump (0.54.1 →
0.54.2) bundling Vojta's admin-configurable thresholds for the
flea-market content guardrail (9 knobs in /admin/server-config) plus
the test coverage closing the "primary testing gap" he punted in the
safe-fix commit.

No DB migration; defaults unchanged from PR #276 — instances that
don't set `guardrails.*` keep the original bar transparently.

---------

Co-authored-by: ZdenekSrotyr <zdenek.srotyr@keboola.com>
Co-authored-by: ZdenekSrotyr <139972147+ZdenekSrotyr@users.noreply.github.com>
2026-05-13 09:20:55 +00:00

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"""Instance configuration — loads instance.yaml and exposes to FastAPI."""
import logging
import os
from pathlib import Path
from typing import Any, Optional
logger = logging.getLogger(__name__)
_instance_config: Optional[dict] = None
def reset_cache() -> None:
"""Drop the in-process instance.yaml cache; the next ``load_instance_config``
call re-reads from disk. Used by `/api/admin/server-config` after a save.
Public alias so callers don't have to reach into the private global.
Also clears ``connectors.bigquery.access.get_bq_access`` so the v2 endpoints
pick up new BigQuery project IDs after an admin saves `instance.yaml` —
without this, `get_bq_access`'s `@functools.cache` would freeze the projects
at first call and require a container restart to pick up changes (Devin
ANALYSIS_0004 on PR #138). Lazy-imported so this module stays usable in
environments where the connectors package can't be imported (e.g. unit
tests of instance_config in isolation)."""
global _instance_config
_instance_config = None
try:
from connectors.bigquery.access import get_bq_access
get_bq_access.cache_clear()
except Exception:
# Connectors module not loaded yet, or BQ deps missing — both fine.
pass
def _deep_merge(base: dict, patch: dict) -> dict:
"""Deep-merge `patch` into `base`, returning a new dict.
Dict-into-dict recurses; everything else (scalars, lists, None) is
replaced wholesale. Used so the writable overlay can hold only the
sections an operator has touched, while everything else flows from
the static file unchanged. Same semantics as the helper in
`/api/admin/server-config`'s POST handler.
"""
out = dict(base)
for key, value in patch.items():
if isinstance(value, dict) and isinstance(out.get(key), dict):
out[key] = _deep_merge(out[key], value)
else:
out[key] = value
return out
def load_instance_config() -> dict:
"""Load instance.yaml as a deep-merge of the static file and the
writable overlay.
Resolution:
1. Static base: ``CONFIG_DIR/instance.yaml`` via ``config.loader``
(the source of truth for sections the editor doesn't expose —
``datasets``, ``corporate_memory``, ``openmetadata``, etc.).
2. Overlay patch: ``DATA_DIR/state/instance.yaml`` (written by
``/api/admin/configure`` and ``/api/admin/server-config``;
contains only the sections those endpoints accept).
3. Overlay wins per-leaf via deep-merge — operator edits persist,
static-only sections still flow through.
Pre-2026-04-28 this function returned the overlay verbatim when it
existed and only fell back to static when it didn't. That was a
silent footgun: the moment someone saved any section through the
new editor (which writes a narrow overlay by design), every
consumer of static-only sections (corporate memory page, dataset
list, OpenMetadata client) saw empty defaults. See PR #107.
"""
global _instance_config
if _instance_config is not None:
return _instance_config
import yaml
# Static base — strict validation lives in config.loader.
base: dict = {}
try:
from config.loader import load_instance_config as _load
base = _load() or {}
logger.info("Loaded instance.yaml base from config/")
except Exception as e:
logger.warning(f"Could not load static instance.yaml: {e}")
# Overlay patch from the writable volume. Best-effort — a corrupt
# overlay shouldn't take the app offline (we'd rather serve stale/base
# config than 500 every request), but log loudly with a traceback so
# the corruption surfaces in the operator's logs immediately. The
# write-side endpoints (POST /api/admin/server-config and /configure)
# refuse to overwrite a corrupt overlay with HTTP 500, so an admin
# noticing the saves break is the second line of defence.
#
# ${ENV_VAR} interpolation: ``config.loader.load_instance_config`` runs
# the static base through ``_resolve_env_refs`` already, but raw
# ``yaml.safe_load`` here would leave overlay strings like
# ``${ANTHROPIC_API_KEY}`` as literal placeholders. /api/admin/configure
# writes exactly that string into the seeded ai: block (#176), so we
# mirror the resolver here before the deep-merge — without it, the
# LLM factory receives the literal placeholder and rejects it as an
# invalid api key (#179 review fix).
# Resolve via _state_dir() so the path matches the writer in
# app/api/admin.py — under the flat-mount layout (STATE_DIR=/data-state)
# both the configure-endpoint and the server-config-endpoint write
# ``/data-state/instance.yaml``; reading from ``/data/state/...`` here
# would silently load stale config from the regenerable data disk.
from app.secrets import _state_dir
overlay_path = _state_dir() / "instance.yaml"
if overlay_path.exists():
try:
overlay = yaml.safe_load(overlay_path.read_text()) or {}
from config.loader import _resolve_env_refs
overlay = _resolve_env_refs(overlay)
base = _deep_merge(base, overlay)
logger.info("Merged overlay from %s", overlay_path)
except Exception:
logger.exception(
"instance.yaml overlay at %s is corrupt — falling back to "
"static base config; saves through the editor will refuse "
"until the file is repaired", overlay_path,
)
_instance_config = base
return _instance_config
def get_value(*keys, default=None) -> Any:
"""Get nested value from instance config."""
config = load_instance_config()
current = config
for key in keys:
if isinstance(current, dict):
current = current.get(key)
else:
return default
if current is None:
return default
return current
def get_data_source_type() -> str:
return os.environ.get("DATA_SOURCE", get_value("data_source", "type", default="local"))
def get_home_route() -> str:
"""Path that ``/`` redirects to for an authenticated user.
Resolution order: ``AGNES_HOME_ROUTE`` env var (Terraform-friendly,
overrides everything) > ``instance.home_route`` in instance.yaml >
default ``/dashboard``. The env-overrides-yaml shape mirrors
:func:`get_data_source_type` (precedent in this file) so operators
can flip a fork to ``/home`` per-deployment without forking the
YAML.
Validated to start with ``/`` and not ``//`` so a misconfigured
value can't pivot the root redirect to an external host.
"""
raw = os.environ.get("AGNES_HOME_ROUTE") or get_value(
"instance", "home_route", default="/dashboard"
)
route = (raw or "").strip()
if not route.startswith("/") or route.startswith("//"):
return "/dashboard"
return route
def get_gws_oauth_credentials() -> dict:
"""Pre-configured Google Workspace CLI OAuth client (client_id + secret).
When set, /home renders a connector prompt that tells the analyst (and
Claude) to export `GOOGLE_WORKSPACE_CLI_CLIENT_ID` and
`GOOGLE_WORKSPACE_CLI_CLIENT_SECRET` and skip the "create your own GCP
project" walkthrough — the operator has already provisioned a shared
OAuth app for the instance. When unset, the prompt falls back to the
manual `gws auth setup` flow.
OAuth client_id + secret here are app identifiers for an installed
"Desktop app" OAuth client, not a per-user secret. They're rendered
into the public /home page on purpose — they identify the OAuth app,
and the redirect-URI / scope guardrails on the GCP-side OAuth client
are what enforce safety. Treat them like a publishable bundle ID,
not a credential.
Resolution order (env-overrides-yaml, mirrors :func:`get_home_route`):
- ``AGNES_GWS_CLIENT_ID`` env > ``instance.gws.client_id`` YAML > None
- ``AGNES_GWS_CLIENT_SECRET`` env > ``instance.gws.client_secret`` YAML > None
- ``AGNES_GWS_OAUTHLIB_INSECURE_TRANSPORT`` env > ``instance.gws.oauthlib_insecure_transport`` YAML > "1"
(kept as "1" by default because the gws CLI binds an HTTP loopback
on 127.0.0.1:8080 for the OAuth redirect, and Google's oauthlib
refuses non-HTTPS redirects without this flag).
Both id and secret must be set for the configured branch to engage;
a half-configured instance falls back to manual setup with a warning.
"""
cid = os.environ.get("AGNES_GWS_CLIENT_ID") or get_value(
"instance", "gws", "client_id", default=""
)
secret = os.environ.get("AGNES_GWS_CLIENT_SECRET") or get_value(
"instance", "gws", "client_secret", default=""
)
insecure = os.environ.get("AGNES_GWS_OAUTHLIB_INSECURE_TRANSPORT") or get_value(
"instance", "gws", "oauthlib_insecure_transport", default="1"
)
project_id = os.environ.get("AGNES_GWS_PROJECT_ID") or get_value(
"instance", "gws", "project_id", default=""
)
cid = (cid or "").strip()
secret = (secret or "").strip()
project_id = (project_id or "").strip()
# Derive project_id from the client_id when not explicitly set. Google's
# OAuth client_id format is "<numeric-project-number>-<random>.apps.
# googleusercontent.com"; the numeric prefix is required by the
# client_secret.json schema (gws CLI's Rust struct treats it as
# non-Option). Falls back to "" when the client_id is empty or
# malformed; the configured branch in the template degrades gracefully.
if not project_id and cid and "-" in cid:
project_id = cid.split("-", 1)[0]
return {
"client_id": cid,
"client_secret": secret,
"project_id": project_id,
"oauthlib_insecure_transport": str(insecure).strip() or "1",
"configured": bool(cid and secret),
}
def get_home_automode_visibility() -> bool:
"""Whether /home renders the "Step 3 — turn on auto-accept mode"
install-block. Auto-accept mode is the recommended middle ground
between default per-action prompting (slow) and full YOLO
(`--dangerously-skip-permissions`, broad blast radius).
Cautious-rollout instances can hide the section by setting
``AGNES_HOME_SHOW_AUTOMODE=0`` so users learn the permission flow
first; the same content stays available on /setup-advanced.
Resolution: env var > ``instance.home.show_automode`` YAML > True.
Mirrors :func:`get_home_route` shape so Terraform overrides work
the same way.
"""
raw = os.environ.get("AGNES_HOME_SHOW_AUTOMODE")
if raw is None:
raw = get_value("instance", "home", "show_automode", default=True)
if isinstance(raw, bool):
return raw
return str(raw).strip().lower() not in ("0", "false", "no", "off", "")
def get_instance_name() -> str:
return get_value("instance", "name", default="AI Data Analyst")
def get_instance_subtitle() -> str:
return get_value("instance", "subtitle", default="")
def get_instance_brand() -> str:
"""Product-name brand string surfaced to end users in the analyst-facing
UI (``/home`` hero copy, ``/setup``, ``/login``, the clipboard setup
script, etc.). Defaults to ``"Agnes"`` — operators rebranding this OSS
set it to e.g. ``"Foundry AI"`` without forking.
Distinct from :func:`get_instance_name` which drives page titles and
represents the deploying organization's display name ("AI Data Analyst").
Brand is the *product*; name is the *deployment*.
Resolution: ``AGNES_INSTANCE_BRAND`` env > ``instance.brand`` YAML > ``"Agnes"``.
Mirrors :func:`get_home_route` shape so Terraform env overrides work.
"""
raw = os.environ.get("AGNES_INSTANCE_BRAND")
if raw is None:
raw = get_value("instance", "brand", default="Agnes")
value = (raw or "").strip()
return value or "Agnes"
def get_workspace_dir_name() -> str:
"""Filesystem-safe folder name for the analyst's local workspace
(``~/<workspace_dir_name>``). Defaults to :func:`get_instance_brand`
with every non-alphanumeric character stripped, so ``"Foundry AI"``
becomes ``"FoundryAI"`` and ``"Agnes"`` stays ``"Agnes"``.
An explicit override exists for operators who want a folder name that
doesn't follow the strip-whitespace derivation.
Resolution: ``AGNES_WORKSPACE_DIR_NAME`` env > ``instance.workspace_dir``
YAML > derived from :func:`get_instance_brand`.
"""
raw = os.environ.get("AGNES_WORKSPACE_DIR_NAME")
if raw is None:
raw = get_value("instance", "workspace_dir", default="")
explicit = (raw or "").strip()
if explicit:
return explicit
import re
derived = re.sub(r"[^A-Za-z0-9]", "", get_instance_brand())
return derived or "Agnes"
def get_instance_admin_email() -> str:
"""Operator-facing contact address shown in user-side prompts that
suggest the user reach out to their Agnes admin (e.g. the /home GWS
connector tile renders an "Email admin" mailto button when no shared
OAuth app is provisioned). Empty string when unset — the template
branches on the value being truthy, so an empty value hides the
button rather than rendering a broken `mailto:` link.
Resolution: ``AGNES_INSTANCE_ADMIN_EMAIL`` env > ``instance.admin_email`` YAML > "".
Mirrors :func:`get_home_route` shape so Terraform overrides work.
"""
raw = os.environ.get("AGNES_INSTANCE_ADMIN_EMAIL")
if raw is None:
raw = get_value("instance", "admin_email", default="")
return (raw or "").strip()
def get_atlassian_base_url() -> str:
"""Operator-provisioned Atlassian Cloud site URL — baked into the
Atlassian connector prompt so end users don't have to guess /
paste their org's `https://<myorg>.atlassian.net`.
When set, the connector prompt's "ask me for the site URL" step
is replaced by a literal value the helper script substitutes
directly. When unset (empty string), the prompt falls back to
asking the user — same flow as today.
Normalized: trailing slashes and a trailing ``/wiki`` are stripped
so the value is always the bare site root. Matches the
normalization the per-user helper script already does at storage
time (see atlassian_prompt step 4 guard 2).
Resolution: ``AGNES_ATLASSIAN_BASE_URL`` env > ``instance.atlassian.base_url`` YAML > "".
Mirrors :func:`get_instance_admin_email` so Terraform overrides
work the same way.
"""
raw = os.environ.get("AGNES_ATLASSIAN_BASE_URL")
if raw is None:
raw = get_value("instance", "atlassian", "base_url", default="")
value = (raw or "").strip().rstrip("/")
if value.endswith("/wiki"):
value = value[: -len("/wiki")]
return value
def get_sync_interval() -> str:
"""Human-readable refresh cadence shown in the analyst welcome prompt."""
return get_value("instance", "sync_interval", default="1 hour")
def get_allowed_domains() -> list:
domain = get_value("auth", "allowed_domain", default="")
if domain:
return [d.strip() for d in domain.split(",") if d.strip()]
return []
def get_datasets() -> dict:
return get_value("datasets", default={})
def get_theme() -> dict:
return get_value("theme", default={})
def get_auth_config() -> dict:
return get_value("auth", default={})
def get_corporate_memory_config() -> dict:
return get_value("corporate_memory", default={})
def get_guardrails_config() -> dict:
"""Flea-market upload-guardrail config (see docs/STORE_GUARDRAILS.md).
Returns the ``guardrails:`` block from instance.yaml, or an empty dict
when not configured. Call site: ``src/store_guardrails/runner.py``.
"""
return get_value("guardrails", default={})
def get_guardrails_review_model() -> str:
"""Resolved Anthropic model ID used for the LLM security review.
Reads ``guardrails.review_model`` (one of ``haiku``, ``sonnet``,
``opus``, or a concrete ``claude-*`` model ID) and returns the
concrete model ID. Defaults to Haiku — the cheapest tier — when the
operator hasn't set the key. Override per-instance for higher-stakes
review at proportionally higher cost.
"""
from connectors.llm.factory import resolve_model_tier
raw = get_value("guardrails", "review_model", default="haiku")
return resolve_model_tier(raw)
def get_guardrails_blocked_quota_per_day() -> int:
"""Per-submitter cap on `blocked_inline` rows in the trailing 24h.
Defaults to 50. Set to 0 in instance.yaml to disable the quota
entirely (useful for trusted single-tenant deployments). Bounds the
worst case where a bot loops on malformed ZIPs and fills disk +
the admin queue with noise.
"""
val = get_value("guardrails", "blocked_quota_per_day", default=50)
try:
return max(0, int(val))
except (TypeError, ValueError):
return 50
def get_guardrails_blocked_bundle_ttl_days() -> int:
"""How many days to keep a blocked bundle's bytes on disk.
Default 30. The submission row + sha256 + size always survive — only
the bundle bytes get removed. ``bundle_purged_at`` is stamped so the
detail UI renders *"Bundle purged on …"*. Set to 0 to disable the
TTL purge entirely (bundles persist indefinitely until manual
Delete).
"""
val = get_value("guardrails", "blocked_bundle_ttl_days", default=30)
try:
return max(0, int(val))
except (TypeError, ValueError):
return 30
def get_guardrails_stuck_review_grace_seconds() -> int:
"""How long a submission may stay at ``status='pending_llm'`` before
the reaper flips it to ``review_error``.
The BackgroundTasks worker normally writes a verdict within a few
seconds. If the worker crashes between status flip and verdict
write, the row would otherwise sit at pending_llm forever — admin
queue surfaces it indefinitely; submitter never gets a verdict.
Default 1800s (30 min) comfortably exceeds the Sonnet/Opus p99
wall time for the configured ``MAX_REVIEW_BYTES`` payload. Set to
0 to disable the reaper entirely.
"""
val = get_value("guardrails", "stuck_review_grace_seconds", default=1800)
try:
return max(0, int(val))
except (TypeError, ValueError):
return 1800
def get_guardrails_min_description_chars() -> int:
"""Minimum character floor for skill / agent / plugin descriptions.
Reads ``guardrails.min_description_chars`` (default 60). Set the
floor low (e.g. 30) to relax the inline content check; set high
(e.g. 120) to push submitters closer to the Claude-skill-ecosystem
norm of 150220 chars per description.
"""
val = get_value("guardrails", "min_description_chars", default=60)
try:
return max(1, int(val))
except (TypeError, ValueError):
return 60
def get_guardrails_min_command_description_chars() -> int:
"""Minimum character floor for slash-command descriptions.
Reads ``guardrails.min_command_description_chars`` (default 25).
Commands are typically one-verb actions — kept tighter than skills.
"""
val = get_value("guardrails", "min_command_description_chars", default=25)
try:
return max(1, int(val))
except (TypeError, ValueError):
return 25
def get_guardrails_min_distinct_words() -> int:
"""Minimum distinct-word count for any description string.
Reads ``guardrails.min_distinct_words`` (default 5). Defends against
"padding hits the char count but says nothing" cases like
`"description description description description"`.
"""
val = get_value("guardrails", "min_distinct_words", default=5)
try:
return max(1, int(val))
except (TypeError, ValueError):
return 5
def get_guardrails_min_body_chars() -> int:
"""Minimum body-content floor for skill / agent files.
Reads ``guardrails.min_body_chars`` (default 200). Body = the
markdown after the YAML frontmatter. 200 chars is a "one paragraph"
floor that catches stubs; real skill bodies run 5002000 chars.
"""
val = get_value("guardrails", "min_body_chars", default=200)
try:
return max(1, int(val))
except (TypeError, ValueError):
return 200
def get_guardrails_enabled() -> bool:
"""Master kill-switch for the guardrail pipeline.
Defaults to True. Operators can disable by setting ``guardrails.enabled:
false`` in instance.yaml — useful for local development against the
UI without burning Anthropic tokens. Inline checks always run; this
flag only gates the LLM step (and skips the pending → approved hold).
Auto-fallback: when the YAML says enabled but no ANTHROPIC_API_KEY /
LLM_API_KEY is set in the environment, behave as disabled. This
keeps the test suite + first-boot operator experience sane — uploads
auto-approve until the operator wires up an LLM provider rather than
silently piling up in ``review_error``.
"""
if not bool(get_value("guardrails", "enabled", default=True)):
return False
if os.environ.get("ANTHROPIC_API_KEY", "").strip():
return True
if os.environ.get("LLM_API_KEY", "").strip():
return True
return False