query

{"query": "What are the best practices for RAG systems?", "context": "Previous query was about performance optimization."}, {"query": "Can you explain the retrieval mechanism?", "context": "Previous query was about context-aware ret…

enabled = yes hosts = google.com, 8.8.8.8 ``` 2. **Restart Netdata**: ```sh sudo systemctl restart netdata ``` ### Step 6: View Network Latency Metrics After configuring the `ping` module, you can view network latency m…

# Run the tests and compare the results for database_name, connection in databases.items(): for strategy in indexing_strategies[database_name]: if database_name == 'mysql': with managed_cursor(connection) as cursor: …

- **Network**: Ensure low-latency network connectivity between nodes. ### Conclusion By carefully configuring your Elasticsearch cluster and indexes, you can achieve high performance and availability. The provided example and recommendati…

from logging.handlers import QueueHandler, QueueListener import queue import threading import time import json # Configure logging logger = logging.getLogger(__name__) logger.setLevel(logging.DEBUG) # Create a queue handler and listener q…

2. **Check Slow Logs**: Enable slow log profiling to identify any slow queries and ensure they are not affected by the excluded fields. ### Example Code Here is an example of how you might optimize your query and Elasticsearch settings…

def __init__(self, queries, passages, tokenizer): self.queries = queries self.passages = passages self.tokenizer = tokenizer def __getitem__(self, idx): query = self.queries[idx] passage = se…

} }) # Bulk index some data documents = [ {'_index': index_name, '_source': {'text': 'This is some example text'}}, {'_index': index_name, '_source': {'text': 'Another example text'}}, {'_index': index_name, '_source': {'te…

#### Tokenizer Service ```python from flask import Flask, request, jsonify app = Flask(__name__) @app.route('/tokenize', methods=['POST']) def tokenize(): query = request.json['query'] tokens = re.split(r'\s+', query) return …