piwheels

zettabrain-rag

Private AI document assistant — local RAG pipeline with web GUI. Zero cloud. Supports local, NFS, SMB and object storage.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install zettabrain-rag

Dependencies

• flashrank
• websockets
• langchain-ollama
• langchain-community
• langchain-text-splitters
• pypdf
• docx2txt
• langchain
• python-docx
• requests
• chromadb
• fastapi
• pymupdf
• uvicorn
• langchain-chroma
• langchain-core
• rank-bm25

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.5.31	2026-05-21
zettabrain_rag-0.5.31-py3-none-any.whl (69 KB)
0.5.30	2026-05-20
zettabrain_rag-0.5.30-py3-none-any.whl (69 KB)
0.5.29	2026-05-20
zettabrain_rag-0.5.29-py3-none-any.whl (69 KB)
0.5.28	2026-05-20
zettabrain_rag-0.5.28-py3-none-any.whl (68 KB)
0.5.27	2026-05-20
zettabrain_rag-0.5.27-py3-none-any.whl (67 KB)
0.5.26	2026-05-20
zettabrain_rag-0.5.26-py3-none-any.whl (67 KB)
0.5.25	2026-05-20
zettabrain_rag-0.5.25-py3-none-any.whl (67 KB)
0.5.24	2026-05-19
zettabrain_rag-0.5.24-py3-none-any.whl (66 KB)
0.5.23	2026-05-18
zettabrain_rag-0.5.23-py3-none-any.whl (65 KB)
0.5.22	2026-05-18
zettabrain_rag-0.5.22-py3-none-any.whl (65 KB)
0.5.21	2026-05-12
zettabrain_rag-0.5.21-py3-none-any.whl (65 KB)
0.5.20	2026-05-12
zettabrain_rag-0.5.20-py3-none-any.whl (64 KB)
0.5.19	2026-05-12
zettabrain_rag-0.5.19-py3-none-any.whl (63 KB)
0.5.18	2026-05-08
zettabrain_rag-0.5.18-py3-none-any.whl (63 KB)
0.5.16	2026-05-08
zettabrain_rag-0.5.16-py3-none-any.whl (62 KB)
0.5.15	2026-05-08
zettabrain_rag-0.5.15-py3-none-any.whl (62 KB)
0.5.14	2026-05-08
zettabrain_rag-0.5.14-py3-none-any.whl (60 KB)
0.5.13	2026-05-08
zettabrain_rag-0.5.13-py3-none-any.whl (60 KB)
0.5.12	2026-05-08
zettabrain_rag-0.5.12-py3-none-any.whl (59 KB)
0.5.11	2026-05-08
zettabrain_rag-0.5.11-py3-none-any.whl (59 KB)
0.5.10	2026-05-08
zettabrain_rag-0.5.10-py3-none-any.whl (59 KB)
0.5.9	2026-05-08
zettabrain_rag-0.5.9-py3-none-any.whl (59 KB)
0.5.8	2026-05-08
zettabrain_rag-0.5.8-py3-none-any.whl (59 KB)
0.5.7	2026-05-08
zettabrain_rag-0.5.7-py3-none-any.whl (59 KB)
0.5.6	2026-05-08
zettabrain_rag-0.5.6-py3-none-any.whl (59 KB)
0.5.5	2026-05-07
zettabrain_rag-0.5.5-py3-none-any.whl (58 KB)
0.5.4	2026-05-07
zettabrain_rag-0.5.4-py3-none-any.whl (59 KB)
0.5.2	2026-05-06
zettabrain_rag-0.5.2-py3-none-any.whl (56 KB)
0.5.1	2026-05-06
zettabrain_rag-0.5.1-py3-none-any.whl (56 KB)
0.5.0	2026-05-06
zettabrain_rag-0.5.0-py3-none-any.whl (55 KB)
0.4.9	2026-05-06
zettabrain_rag-0.4.9-py3-none-any.whl (55 KB)
0.4.8	2026-05-05
zettabrain_rag-0.4.8-py3-none-any.whl (55 KB)
0.4.7 yanked	2026-05-05
zettabrain_rag-0.4.7-py3-none-any.whl (57 KB)
0.4.6 yanked	2026-05-05
zettabrain_rag-0.4.6-py3-none-any.whl (56 KB)
0.4.5 yanked	2026-05-05
zettabrain_rag-0.4.5-py3-none-any.whl (55 KB)
0.4.4 yanked	2026-05-05
zettabrain_rag-0.4.4-py3-none-any.whl (55 KB)
0.4.2 yanked	2026-05-05
zettabrain_rag-0.4.2-py3-none-any.whl (54 KB)
0.4.0 yanked	2026-05-05
zettabrain_rag-0.4.0-py3-none-any.whl (53 KB)
0.3.9 yanked	2026-05-04
zettabrain_rag-0.3.9-py3-none-any.whl (52 KB)
0.3.8 yanked	2026-05-04
zettabrain_rag-0.3.8-py3-none-any.whl (50 KB)
0.3.7 yanked	2026-05-04
zettabrain_rag-0.3.7-py3-none-any.whl (49 KB)
0.3.6 yanked	2026-05-04
zettabrain_rag-0.3.6-py3-none-any.whl (47 KB)
0.3.5 yanked	2026-05-04
zettabrain_rag-0.3.5-py3-none-any.whl (45 KB)
0.3.4 yanked	2026-05-04
zettabrain_rag-0.3.4-py3-none-any.whl (46 KB)
0.3.3 yanked	2026-05-04
zettabrain_rag-0.3.3-py3-none-any.whl (46 KB)
0.3.1 yanked	2026-05-04
zettabrain_rag-0.3.1-py3-none-any.whl (44 KB)
0.3.0 yanked	2026-05-04
zettabrain_rag-0.3.0-py3-none-any.whl (45 KB)
0.2.9 yanked	2026-04-29
zettabrain_rag-0.2.9-py3-none-any.whl (43 KB)
0.2.8 yanked	2026-04-29
zettabrain_rag-0.2.8-py3-none-any.whl (42 KB)
0.2.7 yanked	2026-04-29
zettabrain_rag-0.2.7-py3-none-any.whl (42 KB)
0.2.6 yanked	2026-04-29
zettabrain_rag-0.2.6-py3-none-any.whl (42 KB)
0.2.5 yanked	2026-04-29
zettabrain_rag-0.2.5-py3-none-any.whl (41 KB)
0.2.4 yanked	2026-04-29
zettabrain_rag-0.2.4-py3-none-any.whl (41 KB)
0.2.3 yanked	2026-04-29
zettabrain_rag-0.2.3-py3-none-any.whl (41 KB)
0.2.2 yanked	2026-04-29
zettabrain_rag-0.2.2-py3-none-any.whl (41 KB)
0.2.0 yanked	2026-04-29
zettabrain_rag-0.2.0-py3-none-any.whl (37 KB)
0.1.9 yanked	2026-04-28
zettabrain_rag-0.1.9-py3-none-any.whl (35 KB)
0.1.8 yanked	2026-04-28
zettabrain_rag-0.1.8-py3-none-any.whl (34 KB)
0.1.7 yanked	2026-04-28
zettabrain_rag-0.1.7-py3-none-any.whl (34 KB)
0.1.6 yanked	2026-04-27
zettabrain_rag-0.1.6-py3-none-any.whl (17 KB)
0.1.5 yanked	2026-04-27
zettabrain_rag-0.1.5-py3-none-any.whl (16 KB)
0.1.4 yanked	2026-04-27
zettabrain_rag-0.1.4-py3-none-any.whl (17 KB)
0.1.3 yanked	2026-04-27
zettabrain_rag-0.1.3-py3-none-any.whl (17 KB)
0.1.2 yanked	2026-04-27
zettabrain_rag-0.1.2-py3-none-any.whl (10 KB)
0.1.1 yanked	2026-04-27
zettabrain_rag-0.1.1-py3-none-any.whl (5 KB)
0.1.0 yanked	2026-04-27
zettabrain_rag-0.1.0-py3-none-any.whl (5 KB)

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