cliver-playbook-app-rag
Knowledge-base package of the cliver-playbook library: document ingestion, pluggable chunking, embeddings, retrieval, reranking, and grounded chat over the identity stack.
What is inside
| Area | Path (under src/cliver_playbook/app/rag/) |
Notes |
|---|---|---|
| API | api/ |
Document upload/list/delete, stage catalog, search and chat routers. |
| Chunking | chunking/ |
Format-specific, configurable chunkers (recursive, markdown, code, DOCX, HTML, PDF). See chunking/README.md and ADR-0019. |
| Embedding | embedding/ |
BGE-M3 and BGE-base-zh stages through cliver-core local providers; remote providers via cliver-core. |
| Retrieval | retrieval/ |
Vector search, BM25 fallback, and hybrid retrieval. |
| Reranking | reranking/ |
BGE reranker through cliver-core, or a remote rerank provider. |
| LLM | llm/ |
Chat generation through cliver-core purpose bindings (ADR-0020, ADR-0022). |
| Settings | settings.py, settings_section.py |
Module-owned settings, exposed through the runtime settings framework (ADR-0021). |
| Migrations | alembic/ |
Own chain, version table alembic_version_rag; enables pgvector. |
The package composes with cliver-playbook-app-user (and therefore
cliver-playbook-app-basic); it does not ship its own identity surface.
Install
python -m pip install cliver-playbook-app-rag
The local BGE stages need the cliver-core local extra, which this package already declares. The base install stays torch-free; model weights download on first use unless they are already cached.
Test
python -m pytest # needs PostgreSQL; creates and drops a temp database
1 maintainer
Metadata
1 maintainer
Release files for cliver-playbook-app-rag 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| cliver_playbook_app_rag-0.1.0.tar.gz | 102.6 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| cliver_playbook_app_rag-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 209.7 kB
Release files / cliver_playbook_app_rag-0.1.0.tar.gz
| Download URL | cliver_playbook_app_rag-0.1.0.tar.gz |
|---|---|
| Size | 102.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e11f48cd17ac8a410b73282325b14965d482a24e1c19b7edabdf4e9dd413ab2e
|
|
BLAKE2b-256 checksum How to use checksums |
dc54c6c8999aed540a18deb625ba25d8e961d510fc0110cf699b9d102166f3cf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.12.9 {"installer":{"name":"uv","version":"0.12.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Release files / cliver_playbook_app_rag-0.1.0-py3-none-any.whl
| Download URL | cliver_playbook_app_rag-0.1.0-py3-none-any.whl |
|---|---|
| Size | 107.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
259395efb85d89ab876e21db1e0ba6af5c6006f5d2687274990639704a980dc5
|
|
BLAKE2b-256 checksum How to use checksums |
a663e5ee9ea6050d3bf254b171966f4c26083934ebbf1c53244d0ce0666c2cb6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.12.9 {"installer":{"name":"uv","version":"0.12.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Security for cliver-playbook-app-rag 0.1.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
