Your Vector Documentation Map to GenAI Prompts

Follow the included steps to increase your chance of getting better and more consistent answers about this document from your preferred Generative AI Chatbot with internet search capabilities.

  1. Click on a topic of interest in the AI Vector Search Topic Map section of this page.
  2. Copy and paste the corresponding prompt in your preferred Chatbot UI.
  3. Enter your question at the end of the prompt.
  4. Run your prompt.

WARNING:

Your use of Generative AI Chatbots is solely at your own risk, and you are solely responsible for complying with any terms and conditions related to the use of any such chatbots. Oracle provides these information map prompts only for convenience and educational purposes. Notwithstanding any other terms and conditions related to the use of Generative AI Chatbots, your use of these prompts constitutes your acceptance of that risk and expresses exclusion of Oracle's responsibility or liability for any damages resulting from such use.

AI Vector Search Topic Map Prompts

AI Vector Search Overview

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/overview-ai-vector-search.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/why-use-vector-search-instead-other-vector-databases.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/oracle-ai-vector-search-workflow.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/glossary.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Get Started

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/sql-quick-start-using-vector-embedding-model-uploaded-database.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/sql-quick-start-using-float32-vector-generator.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/sql-quick-start-using-binary-vector-generator.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Understand Vector Embeddings Generation

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-stages-data-transformations.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/sql-functions-generate-embeddings.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/chainable-utility-functions-and-common-use-cases.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector-helper-procedures.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/supplied-vector-utility-pl-sql-packages.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/supported-third-party-provider-operations.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/validate-json-input-parameters.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Convert Pretrained Models to ONNX Format

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-trained-models-onnx-format.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-pretrained-models-onnx-model-end-end-instructions.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/python-classes-convert-pretrained-models-onnx-models.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Import ONNX Models into Oracle Database

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/import-onnx-models-oracle-database-end-end-example.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/alternate-method-import-onnx-models.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Access Third-Party Models for Vector Generation

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/access-third-party-models-vector-generation-leveraging-third-party-rest-apis.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/dbms_vector-vecse.html#GUID-829230F9-BD1E-41F9-BAAB-5D3C3E52FC12
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/dbms_vector_chain-vecse.html#GUID-A09FF69E-FCCB-4EDA-B7E4-B02A11359504

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Generate Embedding Functions and Examples

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_embedding.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-text-string-embedding-oracle-database.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-text-string-binary-embedding-oracle-database.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-text-string-embedding-using-public-third-party-apis.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-text-string-embedding-locally-ollama.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-image-embedding-using-public-third-party-apis.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vectorize-relational-tables-using-oml-feature-extraction-algorithms.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Perform Chunking With Embedding Examples

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-text-chunks-custom-chunking-specifications.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-file-text-chunks-embeddings-oracle-database.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/convert-file-embeddings-oracle-database.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/generate-and-use-embeddings-end-end-search.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_chunks.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Configure Chunking Parameters and Chunking Functions

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/explore-chunking-techniques-and-examples.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create-and-use-custom-vocabulary.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create-and-use-custom-language-data.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_chunks.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Store Vector Embeddings in Relational Tables

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create-tables-using-vector-data-type.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/insert-vectors-database-table-using-insert-statement.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/load-character-vector-data-using-sqlloader-example.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/load-binary-vector-data-using-sqlloader-example.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/unload-and-load-vectors-using-oracle-data-pump.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Size the Vector Pool

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/size-vector-pool.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Hierarchical Navigable Small World Indexes

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-hierarchical-navigable-small-world-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/hierarchical-navigable-small-world-index-syntax-and-parameters.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-transaction-support-tables-hnsw-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-hnsw-index-population-mechanisms-oracle-rac-and-single-instance.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Inverted File Flat Vector Indexes

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-inverted-file-flat-vector-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/inverted-file-flat-index-syntax-and-parameters.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/inverted-file-flat-vector-indexes-partitioning-schemes.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Guidelines for Vector Indexes

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/guidelines-using-vector-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/index-accuracy-report.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector-index-status-checkpoint-and-advisor-procedures.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Create and Alter Hybrid Vector Index

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-hybrid-vector-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create-hybrid-vector-index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/alter-index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/guidelines-and-restrictions-hybrid-vector-indexes.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Search Hybrid Vector Index

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-hybrid-search.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/query-hybrid-vector-indexes-end-end-example.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/search.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Distance Metrics

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/euclidean-and-squared-euclidean-distances.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/cosine-similarity.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/dot-product-similarity.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/manhattan-distance.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/hamming-distance.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/jaccard-similarity.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Vector Distance Functions and Operators

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_distance.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/l1_distance.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/l2_distance.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/cosine_distance.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/inner_product.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/hamming_distance-vecse.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/jaccard_distance-vecse.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Vector Constructors, Converters, and Descriptors

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/to_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector1.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/from_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_serialize.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_norm.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_dimension_count.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_dims.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector_dimension_format.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/json-compatibility-vector-data-type.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Query Data with Similarity Searches

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/perform-exact-similarity-search.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/understand-approximate-similarity-search-using-vector-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/optimizer-plans-hnsw-vector-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/optimizer-plans-ivf-vector-indexes.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/approximate-search-using-hnsw.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/approximate-search-using-ivf.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vector-index-hints.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/perform-multi-vector-similarity-search.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Work with LLM-Powered APIs

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/generate-summary-using-public-third-party-apis.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/generate-summary-using-ollama.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/generate-text-using-public-third-party-apis.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/generate-text-locally-ollama.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/describe-images-using-public-third-party-apis.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/describe-images-using-ollama.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Retrieval Augmented Generation

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/retrieval-augmented-generation1.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/sql-rag-example.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/oracle-ai-vector-search-integration-langchain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/use-reranking-better-rag-results.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Text Processing Views

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/all_vector_abbrev_tokens.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/all_vector_lang.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/user_vector_abbrev_tokens.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/user_vector_lang.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/user_vector_vocab.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/user_vector_vocab_tokens.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/all_vector_vocab.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/all_vector_vocab_tokens.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Views Related to Vector Indexes and Hybrid Vector Indexes

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vvector_memory_pool.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vecsys-vectorindex.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vvector_index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vvector_graph_index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vvector_partitions_index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/vecsys-vectorindexcheckpoints.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/indexnamevectors.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Oracle AI Vector Search Statistics and Initialization Parameters

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/oracle-ai-vector-search-dictionary-statistics.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/oracle-machine-learning-static-dictionary-views.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/oracle-ai-vector-search-parameters.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>

Vector Search PL/SQL Packages

Provided URLs:
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/dbms_vector-vecse.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create_credential-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create_index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/disable_checkpoint.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/drop_credential-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/drop_onnx_model-procedure-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/enable_checkpoint.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/get_index_status.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/index_accuracy_query.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/index_accuracy_report.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/index_vector_memory_advisor.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/load_onnx_model-procedure.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/json-metadata-parameters-onnx-models.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/load_onnx_model_cloud.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/query.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/rebuild_index.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/rerank-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_chunks-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_embedding-and-utl_to_embeddings-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_generate_text-dbms_vector.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/dbms_vector_chain-vecse.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create_credential-dbms_vector_chain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create_lang_data.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create_preference.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/create_vocabulary.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/drop_credential-dbms_vector_chain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/drop_lang_data.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/drop_preference.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/drop_vocabulary.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/rerank-dbms_vector_chain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_chunks-dbms_vector_chain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_embedding-and-utl_to_embeddings-dbms_vector_chain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_generate_text-dbms_vector_chain.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_summary.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/utl_to_text.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/supported-languages-and-data-file-locations.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/dbms_hybrid_vector-vecse.html
https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/search.html

Instructions:
  1. Set temperature to 0 to answer question.
  2. Open and read provided URLs to extract only relevant content and verbatim code examples.
  3. Answer question by making sure you only use previously extracted relevant content and verbatim code examples.

Question:
<enter your question here>