RagLeap🔌 Data Connectors — Phase A complete (8/8)
All 8 planned connectors now shipped: Notion, Airtable, Razorpay, WooCommerce, Snowflake, BigQuery, Gmail (OAuth2), plus the earlier Slack connector. Closes Discussion #27/#169.
🤖 AI Employees: 9 → 46 roles
27 new vertical-specific roles added across two batches — healthcare, legal, insurance, tax, immigration, veterinary, real estate, logistics, and more. Regulated-domain roles (SENSITIVE_DOMAIN_ROLES) are now genuinely enforced at the autonomy layer, not just documented — those roles can never silently run unrestricted full-autonomy actions.
🧠 Memory & Learning
- Fixed a real gap: semantic memory search is now role-scoped — previously any role could surface any other role's stored memories, including sensitive-domain ones.
- Per-vertical compliance memory seeds (HIPAA, attorney-client privilege, coverage-determination limits, etc.) auto-load on every deployment.
- 3 more real production signals now feed the learning system: owner approve/reject decisions, chat feedback outcomes, integration sync results.
⚙️ Reliability
- Fixed a real truncation bug where Gemini's internal reasoning tokens could silently consume the entire output budget, cutting answers off mid-word.
- Automatic multi-provider fallback chain (Gemini → Groq → Ollama, or any BYOK provider), verified via live fault injection.
- Embedding calls now retry with backoff on transient errors.
✅ Testing
New eval/guardrail harness (evals/) added for regression-testing AI Employee behavior against sensitive-domain safety requirements.
🗄️ ragleap-graph → v0.7.0
New schema migration framework. Two real concurrency race conditions found and fixed under live stress testing, each verified with a dedicated live concurrency test.
🧩 ragleap-vectorstores (new package, v0.2.1)
Launched this cycle. 8 backends supported: pgvector, FAISS, Weaviate, Qdrant, Milvus, Chroma, LanceDB, Redis (RediSearch/Redis Stack), and Upstash (managed serverless).
🏗️ ragleap-app-chart (new package, v0.1.0)
Generic, reusable Helm/k8s deployment chart, verified via a real live cluster deploy.
📊 ragleap-observability (new package)
Prometheus + postgres_exporter integration shipped.
☸️ ragleap-ops → v0.3.0
Major security hardening: dedicated namespace with PodSecurityStandards, zero-permission ServiceAccounts, NetworkPolicies restricting db/neo4j ingress, verified SecurityContext hardening, optional Ingress + TLS via cert-manager, multi-environment values overlays, backup/DR for Postgres and Neo4j with the Neo4j restore path verified end-to-end.
☕ Java Port (early access, in progress)
9 ragleap-rag modules ported to Java with 87 passing tests and a dedicated CI job: chunker, embedding cache, sanitization, observability, guardrails, cost tracking, evaluation scoring, structured-output validation. Connection pooling is in active development — not yet complete.