Create llm_router.py
Browse files- llm_router.py +46 -0
llm_router.py
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import time
|
| 2 |
+
from llm_drivers import GroqDriver, OpenAIDriver, HuggingFaceDriver
|
| 3 |
+
|
| 4 |
+
Ω_MEMORY = []
|
| 5 |
+
|
| 6 |
+
class AllProvidersFailed(Exception):
|
| 7 |
+
pass
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
class LLMRouter:
|
| 11 |
+
def __init__(self):
|
| 12 |
+
self.drivers = [
|
| 13 |
+
GroqDriver(),
|
| 14 |
+
OpenAIDriver(),
|
| 15 |
+
HuggingFaceDriver()
|
| 16 |
+
]
|
| 17 |
+
|
| 18 |
+
def generate_code(self, task):
|
| 19 |
+
last_error = None
|
| 20 |
+
|
| 21 |
+
for driver in self.drivers:
|
| 22 |
+
try:
|
| 23 |
+
code = driver.generate_code(task)
|
| 24 |
+
self._log_success(driver)
|
| 25 |
+
return code
|
| 26 |
+
except Exception as e:
|
| 27 |
+
self._log_failure(driver, e)
|
| 28 |
+
last_error = e
|
| 29 |
+
continue
|
| 30 |
+
|
| 31 |
+
raise AllProvidersFailed(str(last_error))
|
| 32 |
+
|
| 33 |
+
def _log_failure(self, driver, error):
|
| 34 |
+
Ω_MEMORY.append({
|
| 35 |
+
"provider": driver.name,
|
| 36 |
+
"status": "failure",
|
| 37 |
+
"error": str(error),
|
| 38 |
+
"timestamp": time.time()
|
| 39 |
+
})
|
| 40 |
+
|
| 41 |
+
def _log_success(self, driver):
|
| 42 |
+
Ω_MEMORY.append({
|
| 43 |
+
"provider": driver.name,
|
| 44 |
+
"status": "success",
|
| 45 |
+
"timestamp": time.time()
|
| 46 |
+
})
|