Client to interact with the Pythia API
Project description
pythia-client
This is the client make it easier to interact with our internal Pythia API.
This is still a work in progress
Usage
- Create a connection with client object
from pythia_client.client import APIClient
client = APIClient(url="http://localhost:8000", api_key="api-key")
- Query the knowledge base (ask a question)
filters = {
"operator": "AND",
"conditions": [
{
"field": "meta.source",
"operator": "==",
"value": "Salesforce",
},
],
}
query_response = client.query("Hey how are you", filters=filters)
query_response.model_dump()
- Index new files in the knowledge base
index_response = client.upload_files(["path/to/file.pdf"], meta=[{"source": "Salesforce"}], indexing_mode="unstructured")
index_response.model_dump()
# OR
index_response = client.upload_files([("file.pdf", file)], meta=[{"source": "Salesforce"}], indexing_mode="unstructured")
index_response.model_dump()
- List documents in the knowledge base (based on filters)
filters = {
"operator": "AND",
"conditions": [
{
"field": "meta.source",
"operator": "==",
"value": "Salesforce",
},
],
}
list_response = client.get_docs_by_filters(filters=filters)
list_response.model_dump()
- Remove documents from the knowledge base
filters = {
"operator": "AND",
"conditions": [
{
"field": "meta.source",
"operator": "==",
"value": "Salesforce",
},
],
}
remove_response = client.delete_docs_by_filters(filters=filters)
remove_response.model_dump()
- Get a presigned S3 url to the original document
get_doc_response = client.get_file_url("s3fd_sample.pdf", page=2)
s3_url = get_doc_response.url
- Extract JSON data from unstructured test.
Currently used to showcase the Email2Case feature.
extract_response = client.extract_structured_data("Hello I want to modify the delivery date of order FR73681920")
extract_response.model_dump()
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