# Unlock Vector AI - [Inserting Into Vector AI](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai.md): How to insert your data into Vector AI - [Inserting with playground](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai/200-inserting-with-playground.md): How to insert documents using PlayGround - [Inserting with API](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai/400-inserting-with-api.md): Inserting with the Vector AI API - [Inserting with API - encoding while inserting (recommended)](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai/400-inserting-with-api/400-inserting-with-api-encoding-while-inserting.md): A guide to encoding while inserting - [Inserting with API - encoding before inserting](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai/400-inserting-with-api/400-inserting-with-api-encoding-before-inserting.md): A simple tutorial on encoding before inserting - [Inserting with API - encoding after inserting](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai/400-inserting-with-api/400-inserting-with-api-encoding-after-inserting.md): A guide to encoding after inserting into Vector AI - [How to check insertion succeeded](https://learn.getvectorai.com/vector-search/inserting-into-vector-ai/200-how-to-check-insertion-succeeded.md): A guide to checking insertion worked successfully - [Searching with Vector AI](https://learn.getvectorai.com/vector-search/searching-with-vector-ai.md): How to search with Vector AI - [How to search with the playground](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/how-to-search.md): How to try out vector search in the playground - [Combining with traditional search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/vector-search-vs-traditional-search.md): A comparison of vector search and traditional search. - [How to combine exact text search with vector search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/vector-search-vs-traditional-search/how-to-combine-exact-text-search-with-vector-search.md): A guide on how to add exact text search with vector search - [How to add exact text search to vector search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/vector-search-vs-traditional-search/combining-vector-search-with-traditional-search.md): Introducing hybrid search and its importance - [Personalisation with vector search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/personalised-search-with-vector-search.md): An introduction to search personalisation with vectors - [Personalised search/recommendations with vector search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/personalised-search-with-vector-search/personalised-search-recommendations-with-vector-search.md): Advanced Search By Positive/Negative IDs - [Chunk search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/chunk-search.md): A tutorial to chunk search in Vector AI - [How To Chunk Search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/chunk-search/how-to-chunk-search.md): A guide on how to use chunk search - [How To Do MultiVector Chunk Search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/chunk-search/how-to-do-multivector-chunk-search.md): A guide to combining multiple vectors for chunk search - [How to do multi step chunk search](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/chunk-search/how-to-do-multi-step-chunk-search.md): A tutorial on multi-step chunk search - [🧍How to diversify search results](https://learn.getvectorai.com/vector-search/searching-with-vector-ai/how-to-diversify-search-results.md): Diversifying Search Results with Vector AI - [Clustering](https://learn.getvectorai.com/vector-search/100-clustering.md): Introduction To Clustering - [Clustering Vectors From Deep Learning models](https://learn.getvectorai.com/vector-search/100-clustering/100-clustering-deep-learning-vectors.md): How to cluster deep learning vectors - [Aggregation](https://learn.getvectorai.com/vector-search/aggregation.md): Aggregate your data based on clusters to better understand your data! - [Writing Your First Aggregation](https://learn.getvectorai.com/vector-search/aggregation/writing-your-first-aggregation.md): A guide to writing your first aggregation - [Publishing Your First Aggregation](https://learn.getvectorai.com/vector-search/aggregation/publishing-your-first-aggregation.md): A guide on publishing your first aggregation - [Experimentation](https://learn.getvectorai.com/vector-search/experimentation.md) - [Vector Evaluation](https://learn.getvectorai.com/vector-search/experimentation/vector-evaluation.md): An introduction to evaluating vectors - [Evaluate Vector Bias](https://learn.getvectorai.com/vector-search/experimentation/vector-evaluation/evaluate-vector-bias.md): A guide on evaluating vectors on whether they are biased. - [Jobs](https://learn.getvectorai.com/vector-search/jobs.md): Vector AI has a number of jobs to improve how documents and jobs work. - [Tagging Jobs](https://learn.getvectorai.com/vector-search/jobs/tagging-jobs.md): A guide on how to run a tagging job - [Chunking Jobs](https://learn.getvectorai.com/vector-search/jobs/chunking-jobs.md) - [Encoding Jobs](https://learn.getvectorai.com/vector-search/jobs/encoding-jobs.md) - [🧍List all jobs (active and inactive)](https://learn.getvectorai.com/vector-search/jobs/list-all-jobs-active-and-inactive.md): List all active jobs available. - [Encoding](https://learn.getvectorai.com/vector-search/encoding.md): Learn the different ways Vector AI can help you encode complex, unstructured data - [Maintenance & Monitoring](https://learn.getvectorai.com/vector-search/managing-vector-ai.md): A guide to handling Vector AI on a project basis - [How to view your collections](https://learn.getvectorai.com/vector-search/managing-vector-ai/200-how-to-view-your-collections.md): A guide on how to view your collections in Vector AI Playground - [How to share your collections](https://learn.getvectorai.com/vector-search/managing-vector-ai/400-how-to-share-your-collections.md): A guide to sharing your collections with Vector AI - [How to back up your collections](https://learn.getvectorai.com/vector-search/managing-vector-ai/how-to-back-up-your-collections.md): A guide on backing up your collections - [How to change name of a collection field](https://learn.getvectorai.com/vector-search/managing-vector-ai/how-to-change-name-of-a-collection-field.md): How to change the name of a collection field - [How to change the schema of a collection](https://learn.getvectorai.com/vector-search/managing-vector-ai/how-to-change-the-schema-of-a-collection.md): How to change the schema of a collection - [How to remove a field in a collection](https://learn.getvectorai.com/vector-search/managing-vector-ai/how-to-remove-a-field-in-a-collection.md): How to remove a field in a collection - [How to request a read API key](https://learn.getvectorai.com/vector-search/managing-vector-ai/how-to-request-a-read-api-key.md): A guide on how to request a read API key --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://learn.getvectorai.com/vector-search.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.