Roadmap

Roadmap

Full detail lives in ROADMAP.md at the repo root. This page summarizes current status.

ragleap-rag — Phase 6 (hardening toward a confident v1.0)

#	Item	Status
1	SECURITY.md	✅ Done
2	Dependency SBOM (auto-regenerated in CI)	✅ Done
3	CodeQL + Dependabot	✅ Done — already caught a real CVE in a dependency
4	Real, measured benchmarks	✅ Done — see Benchmarks
5	Migration guide	✅ Done — see Migration Guide
6	Live-verify Pinecone/Weaviate/Qdrant/Milvus	🔒 Blocked — no real accounts available yet
7	Live-verify Mistral/Together/Cohere/Voyage embeddings	🔒 Blocked — no real accounts available yet

Items #6 and #7 are blocked purely on account access, not remaining engineering work — the code is written and tested against each SDK's real source, just not run against a live service yet.

Ecosystem plan (monorepo-level)

Order	Package	Purpose	Status
1	ragleap-rag	RAG engine core	✅ v0.12.2, hardening phase above
2	ragleap-graph	Neo4j knowledge-graph retrieval	✅ v0.6.5 — LLM entity/relation extraction, hybrid vector+graph retrieval, per-document idempotency, per-document lineage lookup (find_lineage), per-user data isolation (user_id=), full CHANGELOG at packages/ragleap-graph/CHANGELOG.md
3	ragleap-integrations	MCP + WhatsApp/Telegram/Discord/Voice	Not started
4	ragleap-agents + ragleap-flows	Role-based crews, low-code orchestration	Not started
5	ragleap-observability	Tracing + LLM eval framework	Not started, business decision pending
6	ragleap-ops	Docker/K8s/Helm/CI-CD templates	Ongoing, grows alongside everything
7	ragleap (meta-package)	pip install ragleap = everything bundled	Not started

Considered and rejected

More than once, an externally-generated planning document proposed expanding into a 14-library "AGI ecosystem" with 3 libraries framed as "world-first monopoly" products, plus specific benchmark numbers to publish directly.

This was reviewed twice and rejected both times:

1. The proposed benchmark numbers were fabricated — no such measurements were ever run. Publishing them would have directly contradicted this project's core standard.
2. The "3 monopoly libraries" already exist in ragleap-rag, just renamed — fallback chaining (fallbacks=, v0.6.4) and guaranteed structured output (response_format=, v0.8.0) aren't new, unclaimed categories.
3. It was scope creep away from what's actually working.

Full reasoning: see the "Considered and Rejected" section in ROADMAP.md.