eval: threshold=0.62 vector_candidates=100 lexical_candidates=30 rrf_k=60 recency_boost=0.0007 recency_half_life_days=365 name_hit_bonus=0.005 question: 'How do I deploy gitea?' gate: best_cosine=0.8528 fts_hits=38 -> HIGH (answer) 1. deploy/Deployments/reeseapps/gitea/app/playbook.yaml cosine=0.7640 fts=1 effective=0.03056 created=2026-10-17 (playbook) 2. deploy/Deployments/reeseapps/gateway/README.md cosine=0.7736 fts=1 effective=0.02902 created=2026-10-17 (Proxy Server) 3. homelab/active/container_gitea/gitea.md cosine=0.7612 fts=1 effective=0.02561 created=2026-10-17 (Gitea) 4. homelab/active/kubernetes_gitea/gitea-values.yaml cosine=0.7232 fts=1 effective=0.02512 created=2026-10-17 (gitea-values) 5. deploy/Deployments/reeseapps/gitea/app/gitea-postgres.env.j2 cosine=0.7159 fts=1 effective=0.02495 created=2026-10-17 (gitea-postgres.env) suggested: 1. deploy/Deployments/reeseapps/gitea/app/playbook.yaml 2. deploy/Deployments/reeseapps/gitea/app/gitea-postgres.env.j2 3. deploy/Deployments/reeseapps/gateway/README.md 4. deploy/Deployments/reeseapps/gitea/README.md 5. deploy/Deployments/reeseapps/gitea/app/gitea-web.env.j2 question: 'How do I deploy forgejo?' gate: best_cosine=0.7876 fts_hits=37 -> HIGH (answer) 1. homelab/templates/container/foobar.md cosine=0.7876 fts=0 effective=0.01709 created=2026-10-17 (Podman foobar) 2. deploy/Deployments/reeseapps/forgejo/README.md cosine=0.0000 fts=1 effective=0.01709 created=2026-10-17 (Reeseapps Forgejo) 3. deploy/Deployments/reeseapps/README.md cosine=0.7857 fts=0 effective=0.01683 created=2026-10-17 (Deployments) 4. deploy/Deployments/reeseapps/forgejo/app/forgejo-app.container cosine=0.0000 fts=1 effective=0.01683 created=2026-10-17 (forgejo-app) 5. homelab/active/container_bifrost/bifrost.md cosine=0.7672 fts=0 effective=0.01657 created=2026-10-17 (Podman bifrost) suggested: 1. deploy/Deployments/reeseapps/forgejo/README.md 2. deploy/Deployments/reeseapps/forgejo/app/forgejo-app.container 3. deploy/Deployments/reeseapps/forgejo/app/forgejo-app.env.j2 4. deploy/Deployments/reeseapps/forgejo/app/forgejo-postgres.container 5. deploy/Deployments/reeseapps/forgejo/app/forgejo-postgres.env.j2 question: 'How do I set up the gateway?' gate: best_cosine=0.7816 fts_hits=37 -> HIGH (answer) 1. homelab/active/device_shelly/shelly.md cosine=0.6940 fts=1 effective=0.02509 created=2026-10-17 (Shelly Devices) 2. deploy/Deployments/reeseapps/forgejo/app/forgejo.network cosine=0.6727 fts=1 effective=0.02050 created=2026-10-17 (forgejo) 3. homelab/active/device_framework_16/framework_16.md cosine=0.7816 fts=0 effective=0.01709 created=2026-10-17 (Framework Laptop 16) 4. deploy/Deployments/delta/istio/gateway-metallb.yaml cosine=0.0000 fts=1 effective=0.01709 created=2026-10-17 (gateway-metallb) 5. homelab/active/device_home_assistant/home_assistant.md cosine=0.7752 fts=0 effective=0.01683 created=2026-10-17 (Home Assistant) suggested: 1. homelab/active/device_shelly/shelly.md 2. deploy/Deployments/delta/istio/gateway-metallb.yaml 3. deploy/Deployments/delta/istio/test-gateway.yaml 4. deploy/Deployments/reeseapps/gateway/README.md 5. deploy/Deployments/reeseapps/gateway/certbot/playbook.yaml question: 'Do you have notes on the qwen 3.8 27b model?' gate: best_cosine=0.7483 fts_hits=31 -> HIGH (answer) 1. deploy/Deployments/reeseapps/ai/deployments/epic/quadlets/qwen3.8-27b-epic-vulkan.container cosine=0.7402 fts=1 effective=0.03322 created=2026-10-17 (qwen3.8-27b-epic-vulkan) 2. deploy/Deployments/reeseapps/ai/deployments/juggernaut/quadlets/qwen3.8-27b-juggernaut-vulkan.container cosine=0.7142 fts=1 effective=0.03058 created=2026-10-17 (qwen3.8-27b-juggernaut-vulkan) 3. homelab/active/container_localai/localai.md cosine=0.6837 fts=1 effective=0.02570 created=2026-10-17 (Local AI with Anything LLM) 4. homelab/active/software_ai_stack/ai_stack.md cosine=0.7029 fts=1 effective=0.02545 created=2026-10-17 (Self Hosted AI Stack) 5. deploy/Deployments/reeseapps/ai/deployments/turbo/quadlets/qwen3.8-flash-next.container cosine=0.6675 fts=1 effective=0.02491 created=2026-10-17 (qwen3.8-flash-next) suggested: 1. deploy/Deployments/reeseapps/ai/deployments/epic/quadlets/qwen3.8-27b-epic-vulkan.container 2. deploy/Deployments/reeseapps/ai/deployments/juggernaut/quadlets/qwen3.8-27b-juggernaut-vulkan.container 3. deploy/Deployments/reeseapps/ai/deployments/turbo/quadlets/qwen3.8-flash-next.container 4. homelab/active/container_localai/localai.md 5. homelab/active/software_ai_stack/ai_stack.md question: 'What is the capital of Mongolia?' gate: best_cosine=0.6070 fts_hits=5 -> HIGH (answer) 1. deploy/Deployments/reeseapps/README.md cosine=0.5588 fts=1 effective=0.02382 created=2026-10-17 (Deployments) 2. homelab/active/container_nginx/nginx.md cosine=0.6070 fts=0 effective=0.01709 created=2026-10-17 (Ngnix) 3. homelab/active/container_localai/localai.md cosine=0.0000 fts=1 effective=0.01709 created=2026-10-17 (Local AI with Anything LLM) 4. homelab/active/os_arch/arch-workstation.md cosine=0.6059 fts=0 effective=0.01683 created=2026-10-17 (Workstation) 5. homelab/active/software_k3s/k3s.md cosine=0.0000 fts=1 effective=0.01683 created=2026-10-17 (K3S) suggested: 1. deploy/Deployments/reeseapps/README.md 2. homelab/active/container_nginx/nginx.md 3. homelab/active/container_localai/localai.md 4. homelab/active/os_arch/arch-workstation.md 5. homelab/active/software_k3s/k3s.md question: 'How do I build a Besta?' gate: best_cosine=0.7078 fts_hits=33 -> HIGH (answer) 1. homelab/active/container_bifrost/bifrost.md cosine=0.7078 fts=0 effective=0.01709 created=2026-10-17 (Podman bifrost) 2. homelab/active/software_distoolbox/arch-build.sh cosine=0.0000 fts=1 effective=0.01709 created=2026-10-17 (arch-build) 3. vibe-bot/README.md cosine=0.6962 fts=0 effective=0.01683 created=2026-10-17 (Vibe Discord Bot with RAG Chat History) 4. homepage/build.sh cosine=0.0000 fts=1 effective=0.01683 created=2026-10-17 (build) 5. vibe-bot/build.sh cosine=0.0000 fts=1 effective=0.01657 created=2026-10-17 (build) suggested: 1. homelab/active/software_distoolbox/arch-build.sh 2. homepage/build.sh 3. vibe-bot/build.sh 4. homelab/active/container_bifrost/bifrost.md 5. vibe-bot/README.md question: 'How do I build the BESTÅ?' gate: best_cosine=0.6969 fts_hits=33 -> HIGH (answer) 1. vibe-bot/build.sh cosine=0.6267 fts=1 effective=0.02519 created=2026-10-17 (build) 2. homelab/active/container_bifrost/bifrost.md cosine=0.6969 fts=0 effective=0.01709 created=2026-10-17 (Podman bifrost) 3. homelab/active/software_distoolbox/arch-build.sh cosine=0.0000 fts=1 effective=0.01709 created=2026-10-17 (arch-build) 4. vibe-bot/README.md cosine=0.6887 fts=0 effective=0.01683 created=2026-10-17 (Vibe Discord Bot with RAG Chat History) 5. homepage/build.sh cosine=0.0000 fts=1 effective=0.01683 created=2026-10-17 (build) suggested: 1. vibe-bot/build.sh 2. homelab/active/software_distoolbox/arch-build.sh 3. homepage/build.sh 4. homelab/active/container_bifrost/bifrost.md 5. vibe-bot/README.md EXIT=0