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Updates from RagLeap
Announcements, honest write-ups, every release with its notes, and the project's guides — all sourced from the real repository.
Featured
2026-09-28
We're retiring ragleap.com's cloud product and putting 100% of our effort into ragleap-core as an open-source project — MIT licensed, self-hosted, no account required.
2026-09-24
All 9 standard agentic patterns are now shipped in ragleap-core — reasoning, reflection, routing, sub-agents, memory, and tools — on top of approval-gated actions, usage budgets, and real security hardening.
2026-09-21
While reviewing authentication before starting new work, we found ragleap-core's API had zero auth, several Docker ports were exposed to the public internet, and approval replies weren't checked against the actual owner. Here's exactly what we found, what we fixed, and what forensics showed.
Guides
16 guides across 8 packages — pick a package.
Browse all 16 guides →
Latest releases
2026-10-04
ragleap-rag v0.13.0
Security ingest_url() / fetch_url_text() now download pages through a guarded fetcher ( ragleap/_net.py ) inst…
2026-10-04
ragleap-rag (Java) v0.11.0
Published to Maven Central: io.github.antonyrag:ragleap-rag:0.11.0 New: the document parser ( DocumentParser )…
2026-10-03
ragleap-app-chart v0.2.1
Changed Package metadata only, no chart or code changes: added PyPI keywords, fuller classifiers (audience, MI…
2026-10-03
ragleap-observability v0.5.1
Changed Package metadata only, no chart or code changes: added PyPI keywords, fuller classifiers (audience, MI…
2026-10-03
ragleap-ops v0.4.1
Changed Package metadata only, no chart or code changes: added PyPI keywords, fuller classifiers (audience, MI…
2026-10-03
ragleap-tools v0.4.0
Added describe_image tool (VisionConfig, make_vision_tool) with a pluggable VisionProvider and two reference p…
2026-10-02
ragleap-ops v0.4.0
Added Zero-permission ServiceAccounts in the Helm chart for db , app , voice and neo4j ( serviceAccount.create…
2026-10-02
ragleap-observability v0.5.0
Added Dedicated zero-permission ServiceAccounts for Prometheus, Grafana, Loki, AlertManager and postgres-expor…
2026-10-02
ragleap-rag v0.12.10
Fixed pip install "ragleap-rag[web]" gave a broken ingest_url() on a fresh install: trafilatura imports lxml.h…
All 65 releases →
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