Merge 59ce33c0c7553dd4ca06656e87dee820b5a706fa into d7eb05b9361febead29a74e71ddffc2ebeff5302
This commit is contained in:
commit
144149296c
@ -7,10 +7,10 @@ from mattsollamatools import chunker
|
||||
|
||||
if __name__ == "__main__":
|
||||
chosen_topic = curses.wrapper(menu)
|
||||
print("Here is your news summary:\n")
|
||||
urls = getUrls(chosen_topic, n=5)
|
||||
model = SentenceTransformer('all-MiniLM-L6-v2')
|
||||
allEmbeddings = []
|
||||
failed = False
|
||||
|
||||
for url in urls:
|
||||
article={}
|
||||
@ -18,6 +18,11 @@ if __name__ == "__main__":
|
||||
article['url'] = url
|
||||
text = getArticleText(url)
|
||||
summary = get_summary(text)
|
||||
if summary is None:
|
||||
failed = True
|
||||
print(f"Failed to get summary for {url}")
|
||||
break # Exit the loop if we failed to get a summary
|
||||
|
||||
chunks = chunker(text) # Use the chunk_text function from web_utils
|
||||
embeddings = model.encode(chunks)
|
||||
for (chunk, embedding) in zip(chunks, embeddings):
|
||||
@ -31,7 +36,11 @@ if __name__ == "__main__":
|
||||
|
||||
print(f"{summary}\n")
|
||||
|
||||
|
||||
if failed:
|
||||
exit(1)
|
||||
|
||||
print("Here is your news summary:\n")
|
||||
|
||||
while True:
|
||||
context = []
|
||||
# Input a question from the user
|
||||
|
@ -86,10 +86,26 @@ def get_summary(text):
|
||||
}
|
||||
payload_json = json.dumps(payload)
|
||||
headers = {"Content-Type": "application/json"}
|
||||
response = requests.post(url, data=payload_json, headers=headers)
|
||||
|
||||
return json.loads(response.text)["response"]
|
||||
try:
|
||||
response = requests.post(url, data=payload_json, headers=headers)
|
||||
response_data = json.loads(response.text)
|
||||
|
||||
# Check if the response contains an error key
|
||||
if 'error' in response_data:
|
||||
print(f"Error occurred: {response_data['error']}")
|
||||
return None
|
||||
return response_data["response"]
|
||||
except requests.RequestException as e:
|
||||
print(f"Request error: {e}")
|
||||
return None # or some other appropriate action
|
||||
except json.JSONDecodeError as e:
|
||||
print(f"JSON decode error: {e}")
|
||||
return None # or some other appropriate action
|
||||
except Exception as e:
|
||||
print(f"An unexpected error occurred: {e}")
|
||||
return None # or some other appropriate action
|
||||
|
||||
# Perform K-nearest neighbors (KNN) search
|
||||
def knn_search(question_embedding, embeddings, k=5):
|
||||
X = np.array([item['embedding'] for article in embeddings for item in article['embeddings']])
|
||||
|
Loading…
x
Reference in New Issue
Block a user