Additional Considerations

# Perform search results = search(COLLECTION_NAME, query_vector, TOP_K) print(results) ``` ### Explanation 1. **Collection Creation**: - `create_collection`: Creates a collection with specified parameters, including dimensi…

- **Handlers**: Use both a file handler (`FileHandler`) to write logs to a file and a stream handler (`StreamHandler`) to print logs to the console. 2. **Enhanced Error Logging**: - **`exc_info=True`**: When logging an error, include…

``` ### Explanation 1. **Error Handling and Logging**: - **try-except**: Catch exceptions raised by Tika and log detailed error messages. - **Retry Mechanism**: Use `tenacity` to implement retry logic for transient errors. 2. **Fal…

4. **Proper Exception Handling**: Include proper exception handling and resource cleanup. ### Additional Considerations - **Scroll API**: If you need to fetch large result sets, consider using the Scroll API. - **Bulk Requests**: If you a…

output "instance_ids" { value = aws_instance.example.*.id } ``` #### 2. **Main Terraform Configuration** In your main Terraform configuration, use the `for_each` loop to create 100 environments. ##### Main Terraform Configuration (`mai…

documents = ["This is a test document."] * 1000 # Example documents index_documents(documents) ``` ### Explanation 1. **Batch Processing**: - Documents are processed in batches of `batch_size` to reduce overhead. 2. **Parallel Proces…

4. **Results Collection**: - Collects and prints the results for each user, including the derived key and the time taken. ### Benefits - **Concurrency**: By using multiple threads, you can derive keys for multiple users simultaneously,…