Ragasas (Retrieval Augmented Generation as Software as a Service)
Example Usage:
from ragasas import Ragasas
# Data prep
openai_api_key = "YOUR_OPENAI_API_KEY"
data = [
"Ragasas streamlines the RAG (Retrieval Augmented Generation) development process.",
"Ragasas is a Python package.",
"Ragasas was created by Eric Gustin.",
]
retriever_message = "Searches and returns documents regarding Ragasas."
system_message = "You are a helpful chatbot who is tasked with answering questions about Ragasas. Assume all questions are about Ragasas."
# Use Ragasas
ragasas = Ragasas(
openai_api_key,
data,
retriever_message,
system_message,
embedding_model="text-embedding-ada-002",
llm_model="gpt-3.5-turbo",
)
response = ragasas.ask("What is Ragasas?")
print(response["output"])
# Response: Ragasas is a Python package created by Eric Gustin. It streamlines the RAG (Retrieval Augmented Generation) development process.
1 maintainer
Metadata
1 maintainer
Release files for ragasas 1.1.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ragasas-1.1.5.tar.gz | 9.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ragasas-1.1.5-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 18.6 kB
Release files / ragasas-1.1.5.tar.gz
| Download URL | ragasas-1.1.5.tar.gz |
|---|---|
| Size | 9.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c72d959e0eb33eeacebb76eea4c973a88e4689a142e15ee8e41f2780b018e2b1
|
|
BLAKE2b-256 checksum How to use checksums |
2f619b1e15861078e5ac468a16adbcf9d008a19319787f484e404e30a24677de
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.0.0 CPython/3.9.19
|
Release files / ragasas-1.1.5-py3-none-any.whl
| Download URL | ragasas-1.1.5-py3-none-any.whl |
|---|---|
| Size | 8.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
434cba3e19792755808b11dbc2438c1acaee4d44ed13f7b063914703a845af8a
|
|
BLAKE2b-256 checksum How to use checksums |
88ed21c2abdc7998338d1ad8b8bc0ce4e0a3fa828c9a5e5a41347cade2f77566
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.0.0 CPython/3.9.19
|
