Cache Miss Branch

except requests.exceptions.ConnectionError as e: raise HTTPException(status_code=503, detail=str(e)) except requests.exceptions.Timeout as e: raise HTTPException(status_code=504, detail=str(e)) except Exception a…

- Return the response as a JSON object. ### HTTP Caching Headers You can also use HTTP caching headers to instruct clients and proxies to cache responses. Here's an example of how to set cache control headers: ```python from fastapi i…

- Use `ConnectionPool` to create a pool of connections. - Pass the pool to the `Redis` client to enable connection pooling. 2. **Define a Function to Cache Evaluation Results**: - Use `lru_cache` from the `functools` module to add…

# Implement result calculation logic here pass ``` ->-> 9,22 [Turn 9603] Assistant: Certainly! Implementing a caching strategy using Redis can significantly reduce the load on your security system by storing the results of frequent…

docs = [ Document(id=1, metadata={'key': 'value'}, retrieval_time=datetime.now() + timedelta(milliseconds=250), expected_metadata={'key': 'value'}), Document(id=2, metadata={'key': 'wrong_value'}, retrieval_time=datetime.now() + tim…

Implement error handling to manage exceptions and return appropriate HTTP status codes. ### Example Implementation ```python from flask import Flask, request, jsonify from flask_limiter import Limiter from flask_limiter.util import get_re…

### Example Implementation Here's an enhanced version of your API endpoint that handles these scenarios: ```python from flask import Flask, request, jsonify from flask_limiter import Limiter from flask_limiter.util import get_remote_addre…

key_func=get_remote_address, default_limits=["350 per second"] ) # Define the synonym expansion endpoint @app.route("/api/v1/synonym-expand", methods=["POST"]) @limiter.limit("350 per second") async def synonym_expand(): try: …