RagLeapEvery package, one place
All MIT licensed. Click through for install instructions, real current version, and links to source and full docs.
ragleap-core
v0.7.0 · Core engine (this repo)The self-hosted AI-employee platform itself — approval-gated agents, 46 built-in roles, chat + voice channels....
ragleap-rag
v0.12.8 · PyPI packageSelf-hosted RAG engine: hybrid dense+sparse retrieval, 28-format ingestion (docs, URLs, images, audio, video), 6 vector ...
ragleap-graph
v0.9.0 · PyPI packageKnowledge-graph-augmented retrieval for RAG systems: Neo4j-backed entity extraction (regex or LLM-based), co-occurrence ...
ragleap-tools
v0.1.1 · PyPI packageStandalone, dependency-light tool implementations (calculator, file ops, datetime, unit conversion, JSON/CSV, text utili...
ragleap-vectorstores
v0.5.1 · PyPI packagePluggable vector backends beyond ragleap-rag core's 6 (PgVector, FAISS, Pinecone, Weaviate, Qdrant, Milvus) — additional...
ragleap-observability
v0.2.1 · PyPI packagePrometheus/Grafana/Loki/AlertManager observability stack for RagLeap Core, live-tested against a real cluster....
ragleap-ops
v0.3.0 · PyPI packageKubernetes deployment manifests for RagLeap Core, live-tested against a real cluster....
ragleap-rag (Java port)
v0.7.0 · Maven CentralA pure-Java port of ragleap-rag's retrieval engine, for teams standardized on the JVM. Same interface philosophy, native...