Not the platform docs. This covers the open-source
pip install-able packages only. For the hosted business platform, see docs.ragleap.com instead.
7 packages documented
Documentation
Full API references for all seven packages, each drawn directly from the source and cross-checked line by line — not generated from docstrings alone.
Package references
Pick a package to see its full public API, version history, known limitations, and the real bugs found while building it.
ragleap-rag
Hybrid retrieval engine — ingestion, embedding, vector search, generation
v0.12.6
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ragleap-rag (Java)
Java port of the ragleap-rag core pipeline, on Maven Central — connection pooling, embeddings, pgvector/FAISS/Qdrant/Weaviate vector storage, retrieval, generation
v0.8.0
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ragleap-graph
Knowledge-graph retrieval over Neo4j — extraction, relations, hybrid search
v0.9.0
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ragleap-vectorstores
Pluggable vector backends beyond ragleap-rag core's 6 — Chroma today
v0.5.1
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ragleap-ops
Kubernetes deployment manifests + Helm chart, live-tested end-to-end on a real cluster
v0.3.0
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ragleap-app-chart
Generic, reusable Helm chart for arbitrary services — not RagLeap-specific
v0.2.0
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ragleap-observability
Prometheus, Grafana, Loki + Promtail for ragleap-ops, live-verified end-to-end
v0.2.1
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Looking for something else?
Source code and issue tracking live on GitHub. Release history and install instructions are on each package's PyPI page. The commercial RagLeap platform has its own separate docs at docs.ragleap.com.