From 521ac01a2de4a8461cbc85d001c29d98b35d773f Mon Sep 17 00:00:00 2001 From: Anush Date: Fri, 25 Oct 2024 13:53:14 +0530 Subject: [PATCH] docs: Revamp Qdrant configuration guide (#1246) * docs: Revamp Qdrant config guide * Docker command in security.md * rephrase * chore: compress image --- .../documentation/guides/configuration.md | 178 +++++++++++------- .../content/documentation/guides/security.md | 4 +- .../frameworks/mem0/mem0-banner.png | Bin 209110 -> 79361 bytes 3 files changed, 114 insertions(+), 68 deletions(-) diff --git a/qdrant-landing/content/documentation/guides/configuration.md b/qdrant-landing/content/documentation/guides/configuration.md index 12bd0e91e..9da9593b5 100644 --- a/qdrant-landing/content/documentation/guides/configuration.md +++ b/qdrant-landing/content/documentation/guides/configuration.md @@ -8,85 +8,120 @@ aliases: # Configuration -To change or correct Qdrant's behavior, default collection settings, and network interface parameters, you can use configuration files. +Qdrant ships with sensible defaults for collection and network settings that are suitable for most use cases. You can view these default settings in the [Qdrant source](https://github.com/qdrant/qdrant/blob/master/config/config.yaml). If you need to customize these settings, you can do so using configuration files and environment variables. -The default configuration file is located at [config/config.yaml](https://github.com/qdrant/qdrant/blob/master/config/config.yaml). + -To change the default configuration, add a new configuration file and specify -the path with `--config-path path/to/custom_config.yaml`. If running in -production mode, you could also choose to overwrite `config/production.yaml`. -See [ordering](#order-and-priority) for details on how configurations are -loaded. +## Configuration Files -The [Installation](/documentation/guides/installation/) guide contains examples of how to set up Qdrant with a custom configuration for the different deployment methods. +To customize Qdrant, you can mount your configuration file in any of the following locations. This guide uses `.yaml` files, but Qdrant also supports other formats such as `.toml`, `.json`, and `.ini`. -## Order and priority +1. **Main Configuration: `qdrant/config/config.yaml`** -*Effective as of v1.2.1* + Mount your custom `config.yaml` file to override default settings: -Multiple configurations may be loaded on startup. All of them are merged into a -single effective configuration that is used by Qdrant. + ```bash + docker run -p 6333:6333 \ + -v $(pwd)/config.yaml:/qdrant/config/config.yaml \ + qdrant/qdrant + ``` -Configurations are loaded in the following order, if present: +2. **Environment-Specific Configuration: `config/{RUN_MODE}.yaml`** -1. Embedded base configuration ([source](https://github.com/qdrant/qdrant/blob/master/config/config.yaml)) -2. File `config/config.yaml` -3. File `config/{RUN_MODE}.yaml` (such as `config/production.yaml`) -4. File `config/local.yaml` -5. Config provided with `--config-path PATH` (if set) -6. [Environment variables](#environment-variables) + Qdrant looks for an environment-specific configuration file based on the `RUN_MODE` variable. By default, the [official Docker image](https://hub.docker.com/r/qdrant/qdrant) uses `RUN_MODE=production`, meaning it will look for `config/production.yaml`. -This list is from least to most significant. Properties in later configurations -will overwrite those loaded before it. For example, a property set with -`--config-path` will overwrite those in other files. + You can override this by setting `RUN_MODE` to another value (e.g., `dev`), and providing the corresponding file: -Most of these files are included by default in the Docker container. But it is -likely that they are absent on your local machine if you run the `qdrant` binary -manually. + ```bash + docker run -p 6333:6333 \ + -v $(pwd)/dev.yaml:/qdrant/config/dev.yaml \ + -e RUN_MODE=dev \ + qdrant/qdrant + ``` -If file 2 or 3 are not found, a warning is shown on startup. -If file 5 is provided but not found, an error is shown on startup. +3. **Local Configuration: `config/local.yaml`** -Other supported configuration file formats and extensions include: `.toml`, `.json`, `.ini`. + The `local.yaml` file is typically used for machine-specific settings that are not tracked in version control: -## Environment variables + ```bash + docker run -p 6333:6333 \ + -v $(pwd)/local.yaml:/qdrant/config/local.yaml \ + qdrant/qdrant + ``` -It is possible to set configuration properties using environment variables. -Environment variables are always the most significant and cannot be overwritten -(see [ordering](#order-and-priority)). +4. **Custom Configuration via `--config-path`** -All environment variables are prefixed with `QDRANT__` and are separated with -`__`. + You can specify a custom configuration file path using the `--config-path` argument. This will override other configuration files: -These variables: + ```bash + docker run -p 6333:6333 \ + -v $(pwd)/config.yaml:/path/to/config.yaml \ + qdrant/qdrant \ + ./qdrant --config-path /path/to/config.yaml + ``` + +For details on how these configurations are loaded and merged, see the [loading order and priority](#loading-order-and-priority). The full list of available configuration options can be found [below](#configuration-options). + +## Environment Variables + +You can also configure Qdrant using environment variables, which always take the highest priority and override any file-based settings. + +Environment variables follow this format: they should be prefixed with `QDRANT__`, and nested properties should be separated by double underscores (`__`). For example: ```bash -QDRANT__LOG_LEVEL=INFO -QDRANT__SERVICE__HTTP_PORT=6333 -QDRANT__SERVICE__ENABLE_TLS=1 -QDRANT__TLS__CERT=./tls/cert.pem -QDRANT__TLS__CERT_TTL=3600 +docker run -p 6333:6333 \ + -e QDRANT__LOG_LEVEL=INFO \ + -e QDRANT__SERVICE__API_KEY= \ + -e QDRANT__SERVICE__ENABLE_TLS=1 \ + -e QDRANT__TLS__CERT=./tls/cert.pem \ + qdrant/qdrant ``` -result in this configuration: +This results in the following configuration: ```yaml log_level: INFO service: - http_port: 6333 enable_tls: true + api_key: tls: cert: ./tls/cert.pem - cert_ttl: 3600 ``` -To run Qdrant locally with a different HTTP port you could use: +## Loading Order and Priority -```bash -QDRANT__SERVICE__HTTP_PORT=1234 ./qdrant +During startup, Qdrant merges multiple configuration sources into a single effective configuration. The loading order is as follows (from least to most significant): + +1. Embedded default configuration +2. `config/config.yaml` +3. `config/{RUN_MODE}.yaml` +4. `config/local.yaml` +5. Custom configuration file +6. Environment variables + +### Overriding Behavior + +Settings from later sources in the list override those from earlier sources: + +- Settings in `config/{RUN_MODE}.yaml` (3) will override those in `config/config.yaml` (2). +- A custom configuration file provided via `--config-path` (5) will override all other file-based settings. +- Environment variables (6) have the highest priority and will override any settings from files. + +## Configuration Validation + +Qdrant validates the configuration during startup. If any issues are found, the server will terminate immediately, providing information about the error. For example: + +```console +Error: invalid type: 64-bit integer `-1`, expected an unsigned 64-bit or smaller integer for key `storage.hnsw_index.max_indexing_threads` in config/production.yaml ``` -## Configuration file example +This ensures that misconfigurations are caught early, preventing Qdrant from running with invalid settings. + +## Configuration Options + +The following YAML example describes the available configuration options. ```yaml log_level: INFO @@ -178,12 +213,12 @@ storage: # Default is to allow 1 transfer. # If null - allow unlimited transfers. #outgoing_shard_transfers_limit: 1 - + # Enable async scorer which uses io_uring when rescoring. # Only supported on Linux, must be enabled in your kernel. # See: #async_scorer: false - + optimizers: # The minimal fraction of deleted vectors in a segment, required to perform segment optimization deleted_threshold: 0.2 @@ -298,6 +333,32 @@ storage: # More info: https://qdrant.tech/documentation/guides/quantization quantization: null + # Default strict mode parameters for newly created collections. + strict_mode: + # Whether strict mode is enabled for a collection or not. + enabled: false + + # Max allowed `limit` parameter for all APIs that don't have their own max limit. + max_query_limit: null + + # Max allowed `timeout` parameter. + max_timeout: null + + # Allow usage of unindexed fields in retrieval based (eg. search) filters. + unindexed_filtering_retrieve: null + + # Allow usage of unindexed fields in filtered updates (eg. delete by payload). + unindexed_filtering_update: null + + # Max HNSW value allowed in search parameters. + search_max_hnsw_ef: null + + # Whether exact search is allowed or not. + search_allow_exact: null + + # Max oversampling value allowed in search. + search_max_oversampling: null + service: # Maximum size of POST data in a single request in megabytes max_request_size_mb: 32 @@ -378,12 +439,11 @@ cluster: # We encourage you NOT to change this parameter unless you know what you are doing. tick_period_ms: 100 - # Set to true to prevent service from sending usage statistics to the developers. # Read more: https://qdrant.tech/documentation/guides/telemetry +# Defaults: false telemetry_disabled: false - # TLS configuration. # Required if either service.enable_tls or cluster.p2p.enable_tls is true. tls: @@ -408,19 +468,3 @@ tls: # If `null` - TTL is disabled. cert_ttl: 3600 ``` - -## Validation - -*Available since v1.1.1* - -The configuration is validated on startup. If a configuration is loaded but -validation fails, a warning is logged. E.g.: - -```text -WARN Settings configuration file has validation errors: -WARN - storage.optimizers.memmap_threshold: value 123 invalid, must be 1000 or larger -WARN - storage.hnsw_index.m: value 1 invalid, must be from 4 to 10000 -``` - -The server will continue to operate. Any validation errors should be fixed as -soon as possible though to prevent problematic behavior. diff --git a/qdrant-landing/content/documentation/guides/security.md b/qdrant-landing/content/documentation/guides/security.md index 249ed1c57..1c964c057 100644 --- a/qdrant-landing/content/documentation/guides/security.md +++ b/qdrant-landing/content/documentation/guides/security.md @@ -35,7 +35,9 @@ service: Or alternatively, you can use the environment variable: ```bash -export QDRANT__SERVICE__API_KEY=your_secret_api_key_here +docker run -p 6333:6333 \ + -e QDRANT__SERVICE__API_KEY=your_secret_api_key_here \ + qdrant/qdrant ``` diff --git a/qdrant-landing/static/documentation/frameworks/mem0/mem0-banner.png b/qdrant-landing/static/documentation/frameworks/mem0/mem0-banner.png index 8428b7ccabaed7495f588cb4dd5ecf949aaaef8d..235d305c1d1bd896e5b7c35e8058ecc639b093f8 100644 GIT binary patch literal 79361 zcmXt9c|6qL_fCq+o+M<82-#+m7)!`fO_q#g&ocJNIv86C9}%*TeUBmgI%5!7XY5;; 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