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guides/langchain.mdx

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![A section of the project overview interface titled "Experimental features". There are two options: "Score details" and "Vector store". "Vector store" is turned on.](https://raw.githubusercontent.com/meilisearch/documentation/main/assets/images/vector-search/01-cloud-vector-store.png)
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If you are working with a self-hosted Meilisearch instance, activate the vector store with the [API route](/learn/experimental/vector_search#activate-vector-search).
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If you are working with a self-hosted Meilisearch instance, activate the vector store with the [API route](/reference/api/experimental_features).
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## Creating the application
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[Meilisearch Python SDK docs](https://python-sdk.meilisearch.com/)
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Finally, should you want to use Meilisearch's vector search capabilities without LangChain or its hybrid search feature, refer to the [dedicated guide](/learn/experimental/vector_search).
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Finally, should you want to use Meilisearch's vector search capabilities without LangChain or its hybrid search feature, refer to the [dedicated tutorial](/learn/ai-powered-search/getting_started_with_ai_search).

learn/resources/experimental_features_overview.mdx

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| Name | Description | How to configure |
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|----------------------------------------------------------------------------------|------------------------------------------------------------|---------------------------------------------------|
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| [Limit task batch size](/learn/experimental/max_number_of_batched_tasks) | Limits number of tasks processed in a single batch | At launch with a CLI flag or environment variable |
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| [Log customization](/learn/experimental/log_customization) | Customize log output and set up log streams | At launch with a CLI flag or environment variable, during runtime with the API route |
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| [Metrics API](/learn/experimental/metrics) | Exposes Prometheus-compatible analytics data | At launch with a CLI flag or environment variable, during runtime with the API route |
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| [Reduce indexing memory usage](/learn/experimental/reduce-indexing-memory-usage) | Optimizes indexing performance | At launch with a CLI flag or environment variable |
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| [Replication parameters](/learn/experimental/replication_parameters) | Alters task processing for clustering compatibility | At launch with a CLI flag or environment variable |
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| [Search queue size](/learn/experimental/search_queue_size) | Configure maximum number of concurrent search requests | At launch with a CLI flag or environment variable |
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| [Vector search](/learn/experimental/vector_search) | Allows Meilisearch to function as a vector embedding store | During runtime with the API route |
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| [Limit task batch size](/learn/self_hosted/configure_meilisearch_at_launch) | Limits number of tasks processed in a single batch | At launch with a CLI flag or environment variable |
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| [Log customization](/reference/api/logs) | Customize log output and set up log streams | At launch with a CLI flag or environment variable, during runtime with the API route |
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| [Metrics API](/reference/api/metrics) | Exposes Prometheus-compatible analytics data | At launch with a CLI flag or environment variable, during runtime with the API route |
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| [Reduce indexing memory usage](/learn/self_hosted/configure_meilisearch_at_launch) | Optimizes indexing performance | At launch with a CLI flag or environment variable |
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| [Replication parameters](/learn/self_hosted/configure_meilisearch_at_launch) | Alters task processing for clustering compatibility | At launch with a CLI flag or environment variable |
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| [Search queue size](/learn/self_hosted/configure_meilisearch_at_launch) | Configure maximum number of concurrent search requests | At launch with a CLI flag or environment variable |
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| [Vector store](/learn/ai_powered_search/getting_started_with_ai_search) | Allows Meilisearch to function as a vector embedding store | During runtime with the API route |
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| [`CONTAINS` filter operator](/learn/filtering_and_sorting/filter_expression_reference#contains) | Enables usage of `CONTAINS` with the `filter` search parameter | During runtime with the API route |
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| [Edit documents with function](/reference/api/documents#update-documents-with-function) | Use a RHAI function to edit documents directly in the Meilisearch database | During runtime with the API route |

learn/resources/known_limitations.mdx

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**Limitation:** Meilisearch handles a maximum of 1000 concurrent search requests.
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**Explanation:** This limit exists to prevent Meilisearch from queueing an unlimited number of requests and potentially consuming an unbounded amount of memory. If Meilisearch receives a new request when the queue is already full, it drops a random search request and returns a 503 `too_many_search_requests` error with a `Retry-After` header set to 10 seconds. Configure this limit with [`--experimental-search-queue-size`](/learn/experimental/search_queue_size).
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**Explanation:** This limit exists to prevent Meilisearch from queueing an unlimited number of requests and potentially consuming an unbounded amount of memory. If Meilisearch receives a new request when the queue is already full, it drops a random search request and returns a 503 `too_many_search_requests` error with a `Retry-After` header set to 10 seconds. Configure this limit with [`--experimental-search-queue-size`](/learn/self_hosted/configure_meilisearch_at_launch).
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## Length of primary key values
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reference/api/experimental_features.mdx

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# Experimental
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The `/experimental-features` route allows you to activate or deactivate some of Meilisearch's [experimental features](/learn/experimental/overview).
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The `/experimental-features` route allows you to activate or deactivate some of Meilisearch's [experimental features](/learn/resources/experimental_features_overview).
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This route is **synchronous**. This means that no task object will be returned, and any activated or deactivated features will be made available or unavailable immediately.
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<Capsule intent="danger">
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The experimental API route is not compatible with all experimental features. Consult the [experimental feature overview](/learn/experimental/overview#current-experimental-features) for a compatibility list.
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The experimental API route is not compatible with all experimental features. Consult the [experimental feature overview](/learn/resources/experimental_features_overview) for a compatibility list.
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</Capsule>
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## Experimental features object

reference/errors/error_codes.mdx

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## `too_many_search_requests`
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You have reached the limit of concurrent search requests. You may configure it by relaunching your instance and setting a higher value to [`--experimental-search-queue-size`](/learn/experimental/search_queue_size).
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You have reached the limit of concurrent search requests. You may configure it by relaunching your instance and setting a higher value to [`--experimental-search-queue-size`](/learn/self_hosted/configure_meilisearch_at_launch).
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## `unretrievable_document`
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