+Follow the [installation](../admin/Installation.md) and
+[import](../admin/Import.md) instructions to set up your database.
+
+The Nominatim frontend library is contained in the Python package `nominatim-api`.
+To install the package from the source tree directly, run:
+
+ pip install packaging/nominatim-api
+
+Usually you would want to run this in a virtual environment.
+
+### A simple search example
+
+To query the Nominatim database you need to first set up a connection. This
+is done by creating an Nominatim API object. This object exposes all the
+search functions of Nominatim that are also known from its web API.
+
+This code snippet implements a simple search for the town of 'Brugge':
+
+!!! example
+ === "NominatimAPIAsync"
+ ``` python
+ from pathlib import Path
+ import asyncio
+
+ import nominatim_api as napi
+
+ async def search(query):
+ api = napi.NominatimAPIAsync(Path('.'))
+
+ return await api.search(query)
+
+ results = asyncio.run(search('Brugge'))
+ if not results:
+ print('Cannot find Brugge')
+ else:
+ print(f'Found a place at {results[0].centroid.x},{results[0].centroid.y}')
+ ```
+
+ === "NominatimAPI"
+ ``` python
+ from pathlib import Path
+
+ import nominatim_api as napi
+
+ api = napi.NominatimAPI(Path('.'))
+
+ results = api.search('Brugge')
+
+ if not results:
+ print('Cannot find Brugge')
+ else:
+ print(f'Found a place at {results[0].centroid.x},{results[0].centroid.y}')
+ ```
+
+The Nominatim library is designed around
+[asyncio](https://docs.python.org/3/library/asyncio.html). `NominatimAPIAsync`
+provides you with an interface of coroutines.
+If you have many requests to make, coroutines can speed up your applications
+significantly.
+
+For smaller scripts there is also a synchronous wrapper around the API. By
+using `NominatimAPI`, you get exactly the same interface using classic functions.
+
+The examples in this chapter will always show-case both
+implementations. The documentation itself will usually refer only to
+'Nominatim API class' when both flavours are meant. If a functionality is
+available only for the synchronous or asynchronous version, this will be
+explicitly mentioned.
+
+### Defining which database to use
+
+The [Configuration](../admin/Import.md#configuration-setup-in-env)
+section explains how Nominatim is configured using the
+[dotenv](https://github.com/theskumar/python-dotenv) library.
+The same configuration mechanism is used with the
+Nominatim API library. You should therefore be sure you are familiar with
+the section.
+
+The constructor of the 'Nominatim API class' takes one mandatory parameter:
+the path to the [project directory](../admin/Import.md#creating-the-project-directory).
+You should have set up this directory as part of the Nominatim import.
+Any configuration found in the `.env` file in this directory will automatically
+used.
+
+You may also configure Nominatim by setting environment variables.
+Normally, Nominatim will check the operating system environment. This can be
+overwritten by giving the constructor a dictionary of configuration parameters.
+
+Let us look up 'Brugge' in the special database named 'belgium' instead of the
+standard 'nominatim' database:
+
+!!! example
+ === "NominatimAPIAsync"
+ ``` python
+ from pathlib import Path
+ import asyncio
+
+ import nominatim_api as napi
+
+ config_params = {
+ 'NOMINATIM_DATABASE_DSN': 'pgsql:dbname=belgium'
+ }
+
+ async def search(query):
+ api = napi.NominatimAPIAsync(Path('.'), environ=config_params)
+
+ return await api.search(query)
+
+ results = asyncio.run(search('Brugge'))
+ ```
+
+ === "NominatimAPI"
+ ``` python
+ from pathlib import Path
+
+ import nominatim_api as napi
+
+ config_params = {
+ 'NOMINATIM_DATABASE_DSN': 'pgsql:dbname=belgium'
+ }
+
+ api = napi.NominatimAPI(Path('.'), environ=config_params)
+
+ results = api.search('Brugge')
+ ```
+
+### Presenting results to humans
+
+All search functions return the raw results from the database. There is no
+full human-readable label. To create such a label, you need two things:
+
+* the address details of the place
+* adapt the result to the language you wish to use for display
+
+Again searching for 'Brugge', this time with a nicely formatted result:
+
+!!! example
+ === "NominatimAPIAsync"
+ ``` python
+ from pathlib import Path
+ import asyncio
+
+ import nominatim_api as napi
+
+ async def search(query):
+ api = napi.NominatimAPIAsync(Path('.'))
+
+ return await api.search(query, address_details=True)
+
+ results = asyncio.run(search('Brugge'))
+
+ locale = napi.Locales(['fr', 'en'])
+ for i, result in enumerate(results):
+ address_parts = result.address_rows.localize(locale)
+ print(f"{i + 1}. {', '.join(address_parts)}")
+ ```
+
+ === "NominatimAPI"
+ ``` python
+ from pathlib import Path
+
+ import nominatim_api as napi
+
+ api = napi.NominatimAPI(Path('.'))
+
+ results = api.search('Brugge', address_details=True)
+
+ locale = napi.Locales(['fr', 'en'])
+ for i, result in enumerate(results):
+ address_parts = result.address_rows.localize(locale)
+ print(f"{i + 1}. {', '.join(address_parts)}")
+ ```
+
+To request information about the address of a result, add the optional
+parameter 'address_details' to your search:
+
+``` python
+>>> results = api.search('Brugge', address_details=True)
+```
+
+An additional field `address_rows` will set in results that are returned.
+It contains a list of all places that make up the address of the place. For
+simplicity, this includes name and house number of the place itself. With
+the names in this list it is possible to create a human-readable description
+of the result. To do that, you first need to decide in which language the
+results should be presented. As with the names in the result itself, the
+places in `address_rows` contain all possible name translation for each row.
+
+The library has a helper class `Locale` which helps extracting a name of a
+place in the preferred language. It takes a single parameter with a list
+of language codes in the order of preference. So
+
+``` python
+locale = napi.Locale(['fr', 'en'])
+```
+
+creates a helper class that returns the name preferably in French. If that is
+not possible, it tries English and eventually falls back to the default `name`
+or `ref`.
+
+The `Locale` object can be applied to a name dictionary to return the best-matching
+name out of it:
+
+``` python
+>>> print(locale.display_name(results[0].names))
+'Brugges'
+```
+
+The `address_row` field has a helper function to apply the function to all
+its members and save the result in the `local_name` field. It also returns
+all the localized names as a convenient simple list. This list can be used
+to create a human-readable output:
+
+``` python
+>>> address_parts = results[0].address_rows.localize(locale)
+>>> print(', '.join(address_parts))
+Bruges, Flandre-Occidentale, Flandre, Belgique
+```
+
+This is a fairly simple way to create a human-readable description. The
+place information in `address_rows` contains further information about each
+place. For example, which OSM `adlin_level` was used, what category the place
+belongs to or what rank Nominatim has assigned. Use this to adapt the output
+to local address formats.
+
+For more information on address rows, see
+[detailed address description](Result-Handling.md#detailed-address-description).