feat(memory): memory engine redesign — sqlite-vec + hybrid RRF + Studio UI (plan 21)

.env.example

@@ -1345,6 +1345,15 @@ APP_LOG_TO_FILE=true
 # ELECTRON_SMOKE_KEEP_DATA=0
 # ELECTRON_SMOKE_STREAM_LOGS=0
 
+# Memory engine (plan 21)
+# MEMORY_EMBEDDING_CACHE_TTL_MS=300000          # default 5 min
+# MEMORY_EMBEDDING_CACHE_MAX=1000               # default 1000 entries
+# MEMORY_TRANSFORMERS_MODEL=Xenova/all-MiniLM-L6-v2
+# MEMORY_STATIC_MODEL=minishlab/potion-base-8M  # HF repo id (download once)
+# MEMORY_STATIC_CACHE_DIR=                      # default <DATA_DIR>/embeddings
+# MEMORY_VEC_TOP_K=20                           # default top-K for vector search
+# MEMORY_RRF_K=60                               # RRF k constant (sqlite-vec hybrid recipe)
+# HF_HUB_ENDPOINT=https://huggingface.co        # override Hugging Face Hub base URL for static potion downloads
 # AgentBridge + Traffic Inspector (Group A)
 
 # AgentBridge

.source/browser.ts

@@ -7,6 +7,6 @@ const create = browser<typeof Config, import("fumadocs-mdx/runtime/types").Inter
   }
 }>();
 const browserCollections = {
-  docs: create.doc("docs", {"architecture/ARCHITECTURE.md": () => import("../docs/architecture/ARCHITECTURE.md?collection=docs"), "architecture/AUTHZ_GUIDE.md": () => import("../docs/architecture/AUTHZ_GUIDE.md?collection=docs"), "architecture/CODEBASE_DOCUMENTATION.md": () => import("../docs/architecture/CODEBASE_DOCUMENTATION.md?collection=docs"), "architecture/MONITORING_SECTIONS.md": () => import("../docs/architecture/MONITORING_SECTIONS.md?collection=docs"), "architecture/REPOSITORY_MAP.md": () => import("../docs/architecture/REPOSITORY_MAP.md?collection=docs"), "architecture/RESILIENCE_GUIDE.md": () => import("../docs/architecture/RESILIENCE_GUIDE.md?collection=docs"), "compression/COMPRESSION_ENGINES.md": () => import("../docs/compression/COMPRESSION_ENGINES.md?collection=docs"), "compression/COMPRESSION_GUIDE.md": () => import("../docs/compression/COMPRESSION_GUIDE.md?collection=docs"), "compression/COMPRESSION_LANGUAGE_PACKS.md": () => import("../docs/compression/COMPRESSION_LANGUAGE_PACKS.md?collection=docs"), "compression/COMPRESSION_RULES_FORMAT.md": () => import("../docs/compression/COMPRESSION_RULES_FORMAT.md?collection=docs"), "compression/RTK_COMPRESSION.md": () => import("../docs/compression/RTK_COMPRESSION.md?collection=docs"), "frameworks/A2A-SERVER.md": () => import("../docs/frameworks/A2A-SERVER.md?collection=docs"), "frameworks/AGENT-SKILLS.md": () => import("../docs/frameworks/AGENT-SKILLS.md?collection=docs"), "frameworks/AGENTBRIDGE.md": () => import("../docs/frameworks/AGENTBRIDGE.md?collection=docs"), "frameworks/AGENT_PROTOCOLS_GUIDE.md": () => import("../docs/frameworks/AGENT_PROTOCOLS_GUIDE.md?collection=docs"), "frameworks/CLOUD_AGENT.md": () => import("../docs/frameworks/CLOUD_AGENT.md?collection=docs"), "frameworks/EMBEDDED-SERVICES.md": () => import("../docs/frameworks/EMBEDDED-SERVICES.md?collection=docs"), "frameworks/EVALS.md": () => import("../docs/frameworks/EVALS.md?collection=docs"), "frameworks/GAMIFICATION.md": () => import("../docs/frameworks/GAMIFICATION.md?collection=docs"), "frameworks/MCP-SERVER.md": () => import("../docs/frameworks/MCP-SERVER.md?collection=docs"), "frameworks/MEMORY.md": () => import("../docs/frameworks/MEMORY.md?collection=docs"), "frameworks/OPENCODE.md": () => import("../docs/frameworks/OPENCODE.md?collection=docs"), "frameworks/SKILLS.md": () => import("../docs/frameworks/SKILLS.md?collection=docs"), "frameworks/TRAFFIC_INSPECTOR.md": () => import("../docs/frameworks/TRAFFIC_INSPECTOR.md?collection=docs"), "frameworks/WEBHOOKS.md": () => import("../docs/frameworks/WEBHOOKS.md?collection=docs"), "guides/DOCKER_GUIDE.md": () => import("../docs/guides/DOCKER_GUIDE.md?collection=docs"), "guides/ELECTRON_GUIDE.md": () => import("../docs/guides/ELECTRON_GUIDE.md?collection=docs"), "guides/FEATURES.md": () => import("../docs/guides/FEATURES.md?collection=docs"), "guides/I18N.md": () => import("../docs/guides/I18N.md?collection=docs"), "guides/KIRO_SETUP.md": () => import("../docs/guides/KIRO_SETUP.md?collection=docs"), "guides/PWA_GUIDE.md": () => import("../docs/guides/PWA_GUIDE.md?collection=docs"), "guides/SETUP_GUIDE.md": () => import("../docs/guides/SETUP_GUIDE.md?collection=docs"), "guides/TERMUX_GUIDE.md": () => import("../docs/guides/TERMUX_GUIDE.md?collection=docs"), "guides/TROUBLESHOOTING.md": () => import("../docs/guides/TROUBLESHOOTING.md?collection=docs"), "guides/UNINSTALL.md": () => import("../docs/guides/UNINSTALL.md?collection=docs"), "guides/USER_GUIDE.md": () => import("../docs/guides/USER_GUIDE.md?collection=docs"), "ops/COVERAGE_PLAN.md": () => import("../docs/ops/COVERAGE_PLAN.md?collection=docs"), "ops/E2E_DASHBOARD_SHAKEDOWN_v3.8.0.md": () => import("../docs/ops/E2E_DASHBOARD_SHAKEDOWN_v3.8.0.md?collection=docs"), "ops/FLY_IO_DEPLOYMENT_GUIDE.md": () => import("../docs/ops/FLY_IO_DEPLOYMENT_GUIDE.md?collection=docs"), "ops/PROXY_GUIDE.md": () => import("../docs/ops/PROXY_GUIDE.md?collection=docs"), "ops/RELEASE_CHECKLIST.md": () => import("../docs/ops/RELEASE_CHECKLIST.md?collection=docs"), "ops/SQLITE_RUNTIME.md": () => import("../docs/ops/SQLITE_RUNTIME.md?collection=docs"), "ops/TUNNELS_GUIDE.md": () => import("../docs/ops/TUNNELS_GUIDE.md?collection=docs"), "ops/VM_DEPLOYMENT_GUIDE.md": () => import("../docs/ops/VM_DEPLOYMENT_GUIDE.md?collection=docs"), "reference/API_REFERENCE.md": () => import("../docs/reference/API_REFERENCE.md?collection=docs"), "reference/CLI-TOOLS.md": () => import("../docs/reference/CLI-TOOLS.md?collection=docs"), "reference/ENVIRONMENT.md": () => import("../docs/reference/ENVIRONMENT.md?collection=docs"), "reference/FREE_TIERS.md": () => import("../docs/reference/FREE_TIERS.md?collection=docs"), "reference/PROVIDER_REFERENCE.md": () => import("../docs/reference/PROVIDER_REFERENCE.md?collection=docs"), "routing/AUTO-COMBO.md": () => import("../docs/routing/AUTO-COMBO.md?collection=docs"), "routing/QUOTA_SHARE.md": () => import("../docs/routing/QUOTA_SHARE.md?collection=docs"), "routing/REASONING_REPLAY.md": () => import("../docs/routing/REASONING_REPLAY.md?collection=docs"), "security/CLI_TOKEN.md": () => import("../docs/security/CLI_TOKEN.md?collection=docs"), "security/CLI_TOKEN_AUTH.md": () => import("../docs/security/CLI_TOKEN_AUTH.md?collection=docs"), "security/COMPLIANCE.md": () => import("../docs/security/COMPLIANCE.md?collection=docs"), "security/ERROR_SANITIZATION.md": () => import("../docs/security/ERROR_SANITIZATION.md?collection=docs"), "security/GUARDRAILS.md": () => import("../docs/security/GUARDRAILS.md?collection=docs"), "security/PUBLIC_CREDS.md": () => import("../docs/security/PUBLIC_CREDS.md?collection=docs"), "security/ROUTE_GUARD_TIERS.md": () => import("../docs/security/ROUTE_GUARD_TIERS.md?collection=docs"), "security/SOCKET_DEV_FINDINGS.md": () => import("../docs/security/SOCKET_DEV_FINDINGS.md?collection=docs"), "security/STEALTH_GUIDE.md": () => import("../docs/security/STEALTH_GUIDE.md?collection=docs"), }),
+  docs: create.doc("docs", {"architecture/ARCHITECTURE.md": () => import("../docs/architecture/ARCHITECTURE.md?collection=docs"), "architecture/AUTHZ_GUIDE.md": () => import("../docs/architecture/AUTHZ_GUIDE.md?collection=docs"), "architecture/CODEBASE_DOCUMENTATION.md": () => import("../docs/architecture/CODEBASE_DOCUMENTATION.md?collection=docs"), "architecture/MONITORING_SECTIONS.md": () => import("../docs/architecture/MONITORING_SECTIONS.md?collection=docs"), "architecture/REPOSITORY_MAP.md": () => import("../docs/architecture/REPOSITORY_MAP.md?collection=docs"), "architecture/RESILIENCE_GUIDE.md": () => import("../docs/architecture/RESILIENCE_GUIDE.md?collection=docs"), "compression/COMPRESSION_ENGINES.md": () => import("../docs/compression/COMPRESSION_ENGINES.md?collection=docs"), "compression/COMPRESSION_GUIDE.md": () => import("../docs/compression/COMPRESSION_GUIDE.md?collection=docs"), "compression/COMPRESSION_LANGUAGE_PACKS.md": () => import("../docs/compression/COMPRESSION_LANGUAGE_PACKS.md?collection=docs"), "compression/COMPRESSION_RULES_FORMAT.md": () => import("../docs/compression/COMPRESSION_RULES_FORMAT.md?collection=docs"), "compression/RTK_COMPRESSION.md": () => import("../docs/compression/RTK_COMPRESSION.md?collection=docs"), "guides/DOCKER_GUIDE.md": () => import("../docs/guides/DOCKER_GUIDE.md?collection=docs"), "guides/ELECTRON_GUIDE.md": () => import("../docs/guides/ELECTRON_GUIDE.md?collection=docs"), "guides/FEATURES.md": () => import("../docs/guides/FEATURES.md?collection=docs"), "guides/I18N.md": () => import("../docs/guides/I18N.md?collection=docs"), "guides/KIRO_SETUP.md": () => import("../docs/guides/KIRO_SETUP.md?collection=docs"), "guides/PWA_GUIDE.md": () => import("../docs/guides/PWA_GUIDE.md?collection=docs"), "guides/SETUP_GUIDE.md": () => import("../docs/guides/SETUP_GUIDE.md?collection=docs"), "guides/TERMUX_GUIDE.md": () => import("../docs/guides/TERMUX_GUIDE.md?collection=docs"), "guides/TROUBLESHOOTING.md": () => import("../docs/guides/TROUBLESHOOTING.md?collection=docs"), "guides/UNINSTALL.md": () => import("../docs/guides/UNINSTALL.md?collection=docs"), "guides/USER_GUIDE.md": () => import("../docs/guides/USER_GUIDE.md?collection=docs"), "frameworks/A2A-SERVER.md": () => import("../docs/frameworks/A2A-SERVER.md?collection=docs"), "frameworks/AGENT-SKILLS.md": () => import("../docs/frameworks/AGENT-SKILLS.md?collection=docs"), "frameworks/AGENTBRIDGE.md": () => import("../docs/frameworks/AGENTBRIDGE.md?collection=docs"), "frameworks/AGENT_PROTOCOLS_GUIDE.md": () => import("../docs/frameworks/AGENT_PROTOCOLS_GUIDE.md?collection=docs"), "frameworks/CLOUD_AGENT.md": () => import("../docs/frameworks/CLOUD_AGENT.md?collection=docs"), "frameworks/EMBEDDED-SERVICES.md": () => import("../docs/frameworks/EMBEDDED-SERVICES.md?collection=docs"), "frameworks/EVALS.md": () => import("../docs/frameworks/EVALS.md?collection=docs"), "frameworks/GAMIFICATION.md": () => import("../docs/frameworks/GAMIFICATION.md?collection=docs"), "frameworks/MCP-SERVER.md": () => import("../docs/frameworks/MCP-SERVER.md?collection=docs"), "frameworks/MEMORY.md": () => import("../docs/frameworks/MEMORY.md?collection=docs"), "frameworks/OPENCODE.md": () => import("../docs/frameworks/OPENCODE.md?collection=docs"), "frameworks/SKILLS.md": () => import("../docs/frameworks/SKILLS.md?collection=docs"), "frameworks/TRAFFIC_INSPECTOR.md": () => import("../docs/frameworks/TRAFFIC_INSPECTOR.md?collection=docs"), "frameworks/WEBHOOKS.md": () => import("../docs/frameworks/WEBHOOKS.md?collection=docs"), "ops/COVERAGE_PLAN.md": () => import("../docs/ops/COVERAGE_PLAN.md?collection=docs"), "ops/E2E_DASHBOARD_SHAKEDOWN_v3.8.0.md": () => import("../docs/ops/E2E_DASHBOARD_SHAKEDOWN_v3.8.0.md?collection=docs"), "ops/FLY_IO_DEPLOYMENT_GUIDE.md": () => import("../docs/ops/FLY_IO_DEPLOYMENT_GUIDE.md?collection=docs"), "ops/PROXY_GUIDE.md": () => import("../docs/ops/PROXY_GUIDE.md?collection=docs"), "ops/RELEASE_CHECKLIST.md": () => import("../docs/ops/RELEASE_CHECKLIST.md?collection=docs"), "ops/SQLITE_RUNTIME.md": () => import("../docs/ops/SQLITE_RUNTIME.md?collection=docs"), "ops/TUNNELS_GUIDE.md": () => import("../docs/ops/TUNNELS_GUIDE.md?collection=docs"), "ops/VM_DEPLOYMENT_GUIDE.md": () => import("../docs/ops/VM_DEPLOYMENT_GUIDE.md?collection=docs"), "reference/API_REFERENCE.md": () => import("../docs/reference/API_REFERENCE.md?collection=docs"), "reference/CLI-TOOLS.md": () => import("../docs/reference/CLI-TOOLS.md?collection=docs"), "reference/ENVIRONMENT.md": () => import("../docs/reference/ENVIRONMENT.md?collection=docs"), "reference/FREE_TIERS.md": () => import("../docs/reference/FREE_TIERS.md?collection=docs"), "reference/PROVIDER_REFERENCE.md": () => import("../docs/reference/PROVIDER_REFERENCE.md?collection=docs"), "routing/AUTO-COMBO.md": () => import("../docs/routing/AUTO-COMBO.md?collection=docs"), "routing/QUOTA_SHARE.md": () => import("../docs/routing/QUOTA_SHARE.md?collection=docs"), "routing/REASONING_REPLAY.md": () => import("../docs/routing/REASONING_REPLAY.md?collection=docs"), "security/CLI_TOKEN.md": () => import("../docs/security/CLI_TOKEN.md?collection=docs"), "security/CLI_TOKEN_AUTH.md": () => import("../docs/security/CLI_TOKEN_AUTH.md?collection=docs"), "security/COMPLIANCE.md": () => import("../docs/security/COMPLIANCE.md?collection=docs"), "security/ERROR_SANITIZATION.md": () => import("../docs/security/ERROR_SANITIZATION.md?collection=docs"), "security/GUARDRAILS.md": () => import("../docs/security/GUARDRAILS.md?collection=docs"), "security/PUBLIC_CREDS.md": () => import("../docs/security/PUBLIC_CREDS.md?collection=docs"), "security/ROUTE_GUARD_TIERS.md": () => import("../docs/security/ROUTE_GUARD_TIERS.md?collection=docs"), "security/SOCKET_DEV_FINDINGS.md": () => import("../docs/security/SOCKET_DEV_FINDINGS.md?collection=docs"), "security/STEALTH_GUIDE.md": () => import("../docs/security/STEALTH_GUIDE.md?collection=docs"), }),
 };
 export default browserCollections;