ragleap-graph
Knowledge-graph-augmented retrieval for RAG systems — entity extraction, co-occurrence graphs, and graph-based document retrieval via Neo4j.
pip install ragleap-graph
Quickstart
from ragleap_graph import GraphConfig, GraphIndex
graph = GraphIndex(config=GraphConfig(
uri="bolt://localhost:7687",
user="neo4j",
password="...",
))
graph.upsert_document(
document_id="doc-1",
title="Q3 Report",
chunks=[{"text": "Acme Corp reported strong Q3 revenue growth."}],
)
docs = graph.find_documents_by_entities(["Acme Corp"])
related = graph.search_related_entities(["Acme Corp"], max_depth=2)
Status
Early alpha (v0.1.0). Ported from a real production GraphService, adapted for standalone open-source use — see HANDOFF.md for the full design history.
License
MIT
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
ragleap_graph-0.1.0.tar.gz
(13.3 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ragleap_graph-0.1.0.tar.gz.
File metadata
- Download URL: ragleap_graph-0.1.0.tar.gz
- Upload date:
- Size: 13.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.10.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
06a6c3651d31f8a3d1d248fbb66835f03d35ba76b184ec70f12096d1da380a4f
|
|
| MD5 |
16e5e0d5aa3afced1db1b8012cde9fc8
|
|
| BLAKE2b-256 |
018fd9b28fd84fe9e7934367a3acc38835570482762598d0031e97d982953fbf
|
File details
Details for the file ragleap_graph-0.1.0-py3-none-any.whl.
File metadata
- Download URL: ragleap_graph-0.1.0-py3-none-any.whl
- Upload date:
- Size: 7.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.10.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e8119f0e7dd98a28f6c0d68788305fc547b1de66994f05564c8ff38481bc3155
|
|
| MD5 |
a7909a559ff58242c274b30f7abb3f68
|
|
| BLAKE2b-256 |
eaae31217b98798f6f6b4a2d903555c3ee91c59c83272dcfe20645a33975ce68
|
