Lagt till funktion som hämtar information om tillgängliga LLM från endpoint-servrar

This commit is contained in:
2024-08-03 18:44:35 +02:00
parent 2e24be1e44
commit 06628d5c19
+43
View File
@@ -2,6 +2,49 @@
# imported to more than one other module. The rational for defining these things here
# is that it is easier to avoid circular imports when they are defined in a central location.
import logging
import json
import requests
#from backend import GlobalState # Assuming GlobalState is defined there
def fetch_models_from_endpoints(endpoints, global_state):
"""
Fetch models from endpoints and update the endpoint dictionaries.
Args:
endpoints (list): List of endpoint dictionaries.
global_state: The global state object.
Returns:
None
"""
logger = logging.getLogger(__name__)
for endpoint in endpoints:
if endpoint["provider"] == "ollama":
headers = {
"Content-Type": "application/json",
}
if "requestOptions" in endpoint: # Check if authentication is needed
headers.update({
"Authorization": endpoint["requestOptions"]["headers"]["Authorization"]
})
try:
models_response = requests.get(endpoint["url"] + "/api/tags", headers=headers)
models_response.raise_for_status() # Raise an exception for HTTP errors
models = models_response.json()
except requests.exceptions.RequestException as e:
logger.error("Error fetching models from backend: %s", str(e))
continue
if isinstance(models, dict) and 'error' in models:
logger.error('Error fetching models from backend: %s', models['error'])
else:
endpoint["models"] = models.get("models", []) # get the list of models directly
logger.debug("models = \n{}".format(json.dumps(models, indent=4)))
if endpoint["model"] is not "AUTODETECT": # Check if specified model is available
logger.debug("Asking for specific model")
class GlobalState:
"""