BRAG
Better RAG. Same API. Better results.
Install
pip install brag
Use
from brag import BRAG
brag = BRAG(api_key="brag_...")
results = brag.search("How do vector databases handle scaling?")
for r in results.results:
print(r.name, r.score)
Get a free API key
key = BRAG.signup(email="you@example.com")
# Save it — shown only once
Or visit betarag.com
Pricing
| Tier | Price | Queries/day |
|---|---|---|
| Free | $0 | 100 |
| Builder | $49/mo | 5,000 |
| Oracle | $199/mo | Unlimited |
1 maintainer
Metadata
1 maintainer
Release files for betarag 0.1.1
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 | |
|---|---|---|---|---|
| betarag-0.1.1.tar.gz | 3.3 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| betarag-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 7.5 kB
Release files / betarag-0.1.1.tar.gz
| Download URL | betarag-0.1.1.tar.gz |
|---|---|
| Size | 3.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
92aeb818af1de91077b60dad8cb97f1ea4bdf1849f6b04ef139b069e654019f3
|
|
BLAKE2b-256 checksum How to use checksums |
454f399f380eed1229493c5f519e8b04ee402d53a7ce983afd85e3bd1deec4ee
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.4
|
Release files / betarag-0.1.1-py3-none-any.whl
| Download URL | betarag-0.1.1-py3-none-any.whl |
|---|---|
| Size | 4.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
2840fcb2ef24d936f9b3549a9844c0ac2369fe76fc3c4984bb35e2ca106ef435
|
|
BLAKE2b-256 checksum How to use checksums |
34b2af4fccc223e9d1504e35afe137c849345fb5833cb608c6eba5f305c9e926
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.4
|
Security for betarag 0.1.1
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.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
