def ask_faq(model_id: int, request: Query):
finder = FINDERS.get(model_id, None)
if not finder:
raise HTTPException(
status_code=404, detail=f"Couldn't get Finder with ID {model_id}. Available IDs: {list(FINDERS.keys())}"
)
results = []
for question in request.questions:
if request.filters:
# put filter values into a list and remove filters with null value
request.filters = {key: [value] for key, value in request.filters.items() if value is not None}
logger.info(f" [{datetime.now()}] Request: {request}")
# temporary routing of requests by language
result = finder.get_answers_via_similar_questions(
question=question, top_k_retriever=request.top_k_retriever, filters=request.filters,
)
results.append(result)
elasticapm.set_custom_context({"results": results})
logger.info({"request": request.json(), "results": results})
# remember questions with result in the autocomplete
if len(results) > 0:
addQuestionToAutocomplete(question)
return {"results": results}
def ask(model_id: int, request: Query):
t1 = time.time()
finder = FINDERS.get(model_id, None)
if not finder:
raise HTTPException(
status_code=404,
detail=
f"Couldn't get Finder with ID {model_id}. Available IDs: {list(FINDERS.keys())}"
)
results = []
for question in request.questions:
if request.filters:
# put filter values into a list and remove filters with null value
request.filters = {
key: [value]
for key, value in request.filters.items() if value is not None
}
logger.info(f" [{datetime.now()}] Request: {request}")
result = finder.get_answers(
question=question,
top_k_retriever=request.top_k_retriever,
top_k_reader=request.top_k_reader,
filters=request.filters,
)
results.append(result)
resp_time = round(time.time() - t1, 2)
logger.info({
"time": resp_time,
"request": request.json(),
"results": results
})
# remember questions with result in the autocomplete
if len(results) > 0:
addQuestionToAutocomplete(question)
return {"results": results}