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README.md

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## Latest News
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- **10/24/2025:** Added `previous_token` pagination using Redis for efficient navigation. This feature allows users to navigate backwards through large result sets by storing pagination state in Redis. To use this feature, ensure Redis is configured (see [Redis for navigation](#redis-for-navigation)) and set `REDIS_ENABLE=true` in your environment.
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- **10/23/2025:** The `EXCLUDED_FROM_QUERYABLES` environment variable was added to exclude fields from the `queryables` endpoint. See [docs](#excluding-fields-from-queryables).
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- **10/15/2025:** 🚀 SFEOS Tools v0.1.0 Released! - The new `sfeos-tools` CLI is now available on [PyPI](https://pypi.org/project/sfeos-tools/)
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- **10/15/2025:** Added `reindex` command to **[SFEOS-tools](https://github.com/Healy-Hyperspatial/sfeos-tools)** for zero-downtime index updates when changing mappings or settings. The new `reindex` command makes it easy to apply mapping changes, update index settings, or migrate to new index structures without any service interruption, ensuring high availability of your STAC API during maintenance operations.
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- **Creating a Collection**:
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```shell
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curl -X "POST" "http://localhost:8080/collections" \
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-H 'Content-Type: application/json; charset=utf-8' \
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-H 'Content-Type: application/json' \
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-d $'{
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"id": "my_collection"
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}'
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- **Adding an Item to a Collection**:
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```shell
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curl -X "POST" "http://localhost:8080/collections/my_collection/items" \
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-H 'Content-Type: application/json; charset=utf-8' \
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-H 'Content-Type: application/json' \
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-d @item.json
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```
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- **Searching for Items**:
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```shell
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curl -X "GET" "http://localhost:8080/search" \
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-H 'Content-Type: application/json; charset=utf-8' \
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-H 'Content-Type: application/json' \
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-d $'{
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"collections": ["my_collection"],
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"limit": 10
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- **Filtering by Bbox**:
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```shell
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curl -X "GET" "http://localhost:8080/search" \
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-H 'Content-Type: application/json; charset=utf-8' \
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-H 'Content-Type: application/json' \
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-d $'{
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"collections": ["my_collection"],
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"bbox": [-180, -90, 180, 90]
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- **Filtering by Datetime**:
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```shell
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curl -X "GET" "http://localhost:8080/search" \
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-H 'Content-Type: application/json; charset=utf-8' \
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-H 'Content-Type: application/json' \
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-d $'{
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"collections": ["my_collection"],
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"datetime": "2020-01-01T00:00:00Z/2020-12-31T23:59:59Z"

stac_fastapi/core/README.md

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# stac-fastapi-core
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<p align="left">
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<img src="https://raw.githubusercontent.com/stac-utils/stac-fastapi-elasticsearch-opensearch/refs/heads/main/assets/sfeos.png" width=1000>
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</p>
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[![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core)
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[![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors)
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[![GitHub stars](https://img.shields.io/github/stars/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/stargazers)
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[![GitHub forks](https://img.shields.io/github/forks/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/network/members)
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[![PyPI version](https://img.shields.io/pypi/v/stac-fastapi-elasticsearch.svg?color=blue)](https://pypi.org/project/stac-fastapi-elasticsearch/)
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[![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0)
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[![stac-fastapi](https://img.shields.io/badge/stac--fastapi-6.0.0-blue.svg)](https://github.com/stac-utils/stac-fastapi)
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Core functionality for stac-fastapi. For full documentation, please see the [main README](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/blob/main/README.md).
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## Package Information

stac_fastapi/elasticsearch/README.md

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# stac-fastapi-elasticsearch
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<p align="left">
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<img src="https://raw.githubusercontent.com/stac-utils/stac-fastapi-elasticsearch-opensearch/refs/heads/main/assets/sfeos.png" width=1000>
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</p>
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[![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core)
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[![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors)
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[![GitHub stars](https://img.shields.io/github/stars/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/stargazers)
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[![GitHub forks](https://img.shields.io/github/forks/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/network/members)
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[![PyPI version](https://img.shields.io/pypi/v/stac-fastapi-elasticsearch.svg?color=blue)](https://pypi.org/project/stac-fastapi-elasticsearch/)
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[![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0)
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[![stac-fastapi](https://img.shields.io/badge/stac--fastapi-6.0.0-blue.svg)](https://github.com/stac-utils/stac-fastapi)
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This is the Elasticsearch backend for stac-fastapi. For full documentation, please see the [main README](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/blob/main/README.md).
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## Package Information

stac_fastapi/opensearch/README.md

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# stac-fastapi-opensearch
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<p align="left">
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<img src="https://raw.githubusercontent.com/stac-utils/stac-fastapi-elasticsearch-opensearch/refs/heads/main/assets/sfeos.png" width=1000>
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</p>
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[![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core)
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[![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors)
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[![GitHub stars](https://img.shields.io/github/stars/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/stargazers)
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[![GitHub forks](https://img.shields.io/github/forks/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/network/members)
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[![PyPI version](https://img.shields.io/pypi/v/stac-fastapi-elasticsearch.svg?color=blue)](https://pypi.org/project/stac-fastapi-elasticsearch/)
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[![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0)
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[![stac-fastapi](https://img.shields.io/badge/stac--fastapi-6.0.0-blue.svg)](https://github.com/stac-utils/stac-fastapi)
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This is the OpenSearch backend for stac-fastapi. For full documentation, please see the [main README](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/blob/main/README.md).
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## Package Information

stac_fastapi/sfeos_helpers/README.md

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# sfeos-helpers
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<p align="left">
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<img src="https://raw.githubusercontent.com/stac-utils/stac-fastapi-elasticsearch-opensearch/refs/heads/main/assets/sfeos.png" width=1000>
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</p>
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[![Downloads](https://static.pepy.tech/badge/stac-fastapi-core?color=blue)](https://pepy.tech/project/stac-fastapi-core)
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[![GitHub contributors](https://img.shields.io/github/contributors/stac-utils/stac-fastapi-elasticsearch-opensearch?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/graphs/contributors)
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[![GitHub stars](https://img.shields.io/github/stars/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/stargazers)
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[![GitHub forks](https://img.shields.io/github/forks/stac-utils/stac-fastapi-elasticsearch-opensearch.svg?color=blue)](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/network/members)
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[![PyPI version](https://img.shields.io/pypi/v/stac-fastapi-elasticsearch.svg?color=blue)](https://pypi.org/project/stac-fastapi-elasticsearch/)
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[![STAC](https://img.shields.io/badge/STAC-1.1.0-blue.svg)](https://github.com/radiantearth/stac-spec/tree/v1.1.0)
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[![stac-fastapi](https://img.shields.io/badge/stac--fastapi-6.0.0-blue.svg)](https://github.com/stac-utils/stac-fastapi)
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Helper utilities for the stac-fastapi project. For full documentation, please see the [main README](https://github.com/stac-utils/stac-fastapi-elasticsearch-opensearch/blob/main/README.md).
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## Package Information

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