overlap

password=password, host=host, database=database, connect_timeout=10 # Timeout in seconds ) return cnx except mysql.connector.Error as err: logging.error(f"Error co…

- Implement `PDFProcessor` and `DOCXProcessor` classes that inherit from `DocumentProcessor`. - Each processor handles a specific document format and performs the required processing. 3. **Modular Document Processor:** - `ModularD…

num_batches = 1200000 // batch_size for i in range(num_batches): process_batch(batch_size) if __name__ == "__main__": main() ``` ->-> 3,6 [Turn 4465] Assistant: Certainly! Using Apache NiFi for your ETL workflows can b…

def add_vector(self, vector): if self.num_vectors == self.capacity: self._resize() self.vectors[self.num_vectors] = vector self.num_vectors += 1 def get_vectors(self): return self.vectors…

M = 8 # Number of sub-quantizers nbits = 8 # Number of bits per sub-quantizer index = faiss.IndexIVFPQ(quantizer, 128, nlist, M, nbits) # Train the index index.train(vectors) # Add vectors to the index index.add(vectors) # Search for n…

- `nlist`: Number of clusters. A higher value can improve accuracy but also increases memory usage. - `M`: Number of sub-quantizers. A higher value can improve accuracy but also increases memory usage. - `nbits`: Number of bits per…

pass else: # process input sequence pass ``` ### Potential Issues and Solutions 1. **Incorrect `max_tokens` Value**: - Ensure that `max_tokens` is correctly set and that the input sequence length is being co…

if time.time() - self.last_failure_time > self.reset_timeout: self.reset() return False return True return False def record_success(self): self.failure_count = 0 …