# ============================================================================
# Hindsight — helm values (Phase C). Consumed by the ArgoCD Application source 1
# via `helm.valueFiles: ["$values/values.yaml"]` (openviking multi-source pattern).
#
# Design decisions (all verified against chart v0.9.1 + rendered output):
#   - Chart is the single source for the app (api, control-plane, services,
#     probes, ingress). We do NOT hand-roll Deployments/Services.
#   - Postgres is EXTERNAL (separate Deployment in this dir, firecrawl pattern)
#     => postgresql.enabled: false, external.* points at hindsight-postgres:5432.
#   - Secrets come from 1Password via ExternalSecret => existingSecret:
#     hindsight-credentials. The chart does envFrom(secretRef) so
#     HINDSIGHT_API_LLM_API_KEY / HINDSIGHT_API_MCP_AUTH_TOKEN are injected
#     automatically; POSTGRES_PASSWORD is a secretKeyRef that K8s expands into
#     HINDSIGHT_API_DATABASE_URL (verified with a live envFrom test pod).
#   - LLM is the Nous free-tier inference endpoint
#     (https://inference-api.nousresearch.com/v1), model
#     `upstage/solar-pro4:free` (tool-calling, verified reflect). Fallback
#     (documented, NOT deployed): `stepfun/step-3.7-flash:free`. API key via existingSecret
#     envFrom (hindsight-credentials / HINDSIGHT_API_LLM_API_KEY), sourced from
#     1Password `nous` item per decision 4.
#   - Ingress is driven through the chart's NATIVE ingress template (approved
#     plan: "Ingress driven through values.yaml"). api.service.port=8888,
#     controlPlane.service.port=3000.
#   - Image tag defaults to .Values.version (root) when api.image.tag is unset,
#     so version: "0.9.1" pins the API image to 0.9.1.
# ============================================================================

version: "0.9.1"

# ----------------------------------------------------------------------------
# External PostgreSQL (chart's bundled postgresql is disabled).
# password is the K8s env expansion `$(POSTGRES_PASSWORD)` — the chart defines
# POSTGRES_PASSWORD as a secretKeyRef (hindsight-credentials / postgres-password)
# earlier in the same container, so K8s substitutes it at container start.
# ----------------------------------------------------------------------------
postgresql:
  enabled: false
  external:
    host: hindsight-postgres
    port: 5432
    username: hindsight
    database: hindsight
    password: $(POSTGRES_PASSWORD)

# ExternalSecret (from 1Password) that the chart injects via envFrom(secretRef).
# Keys it must expose: postgres-password, HINDSIGHT_API_LLM_API_KEY,
# HINDSIGHT_API_MCP_AUTH_TOKEN. See externalsecret.yaml in this dir.
existingSecret: hindsight-credentials

# ----------------------------------------------------------------------------
# API container environment (explicit env entries; the chart renders this map
# to individual env vars). LLM points at the Nous free-tier inference endpoint
# (https://inference-api.nousresearch.com/v1), model upstage/solar-pro4:free
# (tool-calling, verified retain/recall). stepfun/step-3.7-flash was swapped out
# because it rejects Hindsight's tagged fact-extraction (BadRequestError 400
# 'missing tags'); solar-pro4 is the previously-verified-good Nous model for the
# extract/retain path (tasks t_e3375410 / t_d0dffc3d).
# HINDSIGHT_API_LLM_API_KEY is NOT set here — it comes from the existingSecret
# via envFrom (1Password `nous` item).
# ----------------------------------------------------------------------------
api:
  env:
    # Cutover to vLLM (t_e6facb19, 2026-08-31): astro-orbiter's llama-swap is
    # being retired for the completions role Hindsight needs. vLLM serves
    # Qwen2.5-32B-Instruct-AWQ (:8000, completions) — validated end-to-end
    # (health, /v1/chat/completions) in a shadow window with llama-swap
    # stopped. Model swap from Qwen3.8-27B to Qwen2.5-32B-Instruct-AWQ: both
    # are capable instruction-tuned models; confirm structured-extraction/
    # tagging behavior (the prior stepfun/solar 400 "missing tags" failure
    # mode) holds up after this swap — see
    # references/hindsight-backend-fallback-to-local-qwen-workflow.md if it
    # regresses and llama-swap needs to come back temporarily.
    HINDSIGHT_API_LLM_BASE_URL: "http://astro-orbiter:8000/v1"
    HINDSIGHT_API_LLM_PROVIDER: "openai"
    HINDSIGHT_API_LLM_MODEL: "Qwen2.5-32B-Instruct-AWQ"
    # vLLM's Qwen2.5-32B-Instruct-AWQ is deployed with --max-model-len 8192
    # (roles/deploy-vllm/defaults/main.yml vllm_max_model_len; llama-swap's
    # Qwen3.8-27B ran at ctx=65536, matching Hindsight's default
    # RETAIN_MAX_COMPLETION_TOKENS=64000). Discovered via a live retain 500:
    # "max_tokens=64000 cannot be greater than max_model_len=8192" — every
    # retain call was requesting a 64K-token completion budget the new
    # backend physically cannot serve. Lowered to 4096, comfortably under
    # 8192 with room for the ~3000-char (RETAIN_CHUNK_SIZE) input chunk plus
    # prompt overhead. Verified with a live hindsight_retain call post-fix.
    HINDSIGHT_API_RETAIN_MAX_COMPLETION_TOKENS: "4096"
    # DO NOT set HINDSIGHT_API_EMBEDDINGS_* here (t_e6facb19, 2026-08-31
    # attempted this, reverted after a production incident — see below).
    #
    # DISCOVERY: Hindsight's embeddings provider was NEVER pointed at
    # astro-orbiter. It defaults to "local" (bundled sentence-transformers,
    # BAAI/bge-small-en-v1.5, 384 dimensions) whenever
    # HINDSIGHT_API_EMBEDDINGS_PROVIDER is unset — verified via
    # `kubectl exec ... env | grep -i embed` showing NO
    # HINDSIGHT_API_EMBEDDINGS_* vars in the live pod, despite this file's
    # LLM section referencing astro-orbiter for years. The nomic-embed-
    # text-v1.5 model documented across mk-labs skills as "Hindsight's
    # embedding model" was OpenViking's embedding model, not Hindsight's.
    #
    # INCIDENT: pointing HINDSIGHT_API_EMBEDDINGS_PROVIDER at vLLM's
    # nomic-embed-text-v1.5 (768 dimensions) crash-looped hindsight-api on
    # rollout: `RuntimeError: Cannot change embedding dimension from 384 to
    # 768: memory_units table contains 1289 rows with embeddings.` The
    # migration path (`ensure_embedding_dimension` in migrations.py) refuses
    # a live dimension change without either re-embedding everything or
    # deleting all existing memory_units rows across every bank (jarvis,
    # hermes, war-machine, and ~18 other agent banks) — a destructive,
    # irreversible operation requiring explicit human approval, not
    # something to do as a side effect of an infra migration task. Reverted
    # immediately; Hindsight keeps its bundled local embedder (384-dim,
    # unchanged, zero data risk) until a deliberate, approved re-embedding
    # migration is planned as its own task.
    # --- t_d7f8cd65: fix 502s on the serial astro-orbiter node ---
    # astro-orbiter is a single llama-swap process (serial: 1 generate at a
    # time, ctx 64K). Hindsight's default LLM concurrency is 32, so a retain
    # burst hits the node with N parallel calls -> the node rejects/times out
    # the extras -> hindsight-api surfaces APITimeoutError as 502. astro-orbiter
    # is the ONLY LLM endpoint (all ops route there), so cap the whole pool to
    # 1 and pin retain to 1 as well. The upstream chart exposes these as native
    # semaphore config (HINDSIGHT_API_*_MAX_CONCURRENT); no code change needed.
    # Kept at 1 post-cutover: vLLM's single-process-per-model design is also
    # effectively serial for a single Qwen2.5-32B instance under this GPU's
    # VRAM budget (KV cache sized for low concurrency at max_model_len=8192).
    HINDSIGHT_API_LLM_MAX_CONCURRENT: "1"
    HINDSIGHT_API_RETAIN_LLM_MAX_CONCURRENT: "1"
    # Client + per-request timeout. Default is 120s; a 29K-token retain runs
    # ~29s and under load a single long retain can reach ~90s. Raise to 600s to
    # cover the longest round-trip so the serial call never times out the client
    # (keep >= ingress proxy-read-timeout below). Per-op retain timeout pins the
    # retain path explicitly; the global timeout covers reflect/consolidation.
    HINDSIGHT_API_LLM_TIMEOUT: "600"
    HINDSIGHT_API_RETAIN_LLM_TIMEOUT: "600"

# ----------------------------------------------------------------------------
# Ingress via the chart's native template.
#   /health,/v1,/mcp,/ext  -> api:8888        (longest-prefix wins in nginx)
#   /                      -> controlPlane:3000
# TLS secret hindsight-tls provisioned by the letsencrypt-prod issuer.
# ----------------------------------------------------------------------------
ingress:
  enabled: true
  className: "nginx"
  annotations:
    cert-manager.io/cluster-issuer: "letsencrypt-prod"
    # Raised read/send timeout so a slow agentic reflect / long single retain
    # (up to ~90s under load on the serial astro-orbiter node; client timeout
    # is 600s per t_d7f8cd65) can complete before nginx cuts the connection.
    # Raised 300 -> 600 (t_d7f8cd65) to cover the longest retain round-trip.
    nginx.ingress.kubernetes.io/proxy-read-timeout: "600"
    nginx.ingress.kubernetes.io/proxy-send-timeout: "600"
  hosts:
    - host: cosmic-rewind.local.mk-labs.cloud
      paths:
        - path: /health
          pathType: Prefix
          service: api
        - path: /v1
          pathType: Prefix
          service: api
        - path: /mcp
          pathType: Prefix
          service: api
        - path: /ext
          pathType: Prefix
          service: api
        - path: /
          pathType: Prefix
          service: controlPlane
  tls:
    - hosts:
        - cosmic-rewind.local.mk-labs.cloud
      secretName: hindsight-tls