RagLeapEvery package, one place
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ragleap-rag
v0.13.0 · PyPI packageSelf-hosted RAG engine: hybrid dense+sparse retrieval, 28-format ingestion, 6 vector backends, 8 embedding providers, 12...
ragleap-graph
v0.9.0 · PyPI packageKnowledge-graph-augmented retrieval for RAG systems: Neo4j-backed entity extraction, co-occurrence graphs, entity dedupl...
ragleap-tools
v0.4.0 · PyPI packageStandalone, dependency-light tool implementations exposing OpenAI/Gemini-style function-calling schemas — no execution l...
ragleap-vectorstores
v0.5.1 · PyPI packagePluggable vector backends beyond ragleap-rag's built-in 6 — Chroma, LanceDB, Redis, Upstash Vector, OpenSearch — as opti...
ragleap-observability
v0.6.2 · PyPI package (Helm charts)Prometheus, Grafana, Loki and AlertManager observability stack for RagLeap Core, live-verified against a real Kubernetes...
ragleap-ops
v0.4.1 · PyPI package (K8s manifests)Kubernetes deployment manifests for RagLeap Core — Deployment, Service, PVC and Secret manifests translated from the rea...
ragleap-core
v0.9.0 · Core engine (this repo)The self-hosted AI-employee platform itself — approval-gated agents, 46 built-in roles, chat + voice channels....
ragleap-rag (Java port)
v0.12.0 · Maven CentralA pure-Java port of ragleap-rag for JVM teams: pgvector RAG pipeline, streaming generation, six vector backends (Milvus, Pinecone not live-verified)...
ragleap-app-chart
v0.3.0 · PyPI package (Helm chart)A generic, reusable Helm chart for deploying arbitrary services to Kubernetes — not RagLeap-specific, unlike ragleap-ops...
ragleap-terraform
v0.1.0 · PyPI package (Terraform)A Terraform module that creates a local kind cluster and installs the RagLeap Helm charts...
ragleap-integrations
v0.1.0 · PyPI packageMCP client that turns allowlisted tools on remote MCP servers into ragleap-tools Tool objects. Streamable HTTP only. Alpha.