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Minor doc fixes. #103

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Oct 23, 2020
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Minor doc fixes. #103

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14 changes: 7 additions & 7 deletions README.md
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Expand Up @@ -10,14 +10,14 @@
[![Forum](https://img.shields.io/badge/Forum-RediSearch-blue)](https://forum.redislabs.com/c/modules/redisearch/)
[![Gitter](https://badges.gitter.im/RedisLabs/RediSearch.svg)](https://gitter.im/RedisLabs/RediSearch?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge)

This is a python search engine library that utilizes the [RediSearch Redis Module](http://redisearch.io) API.
This is a Python search engine library that utilizes the [RediSearch Redis Module](http://redisearch.io) API.

It is the "official" client of redisearch, and should be regarded as its canonical client implementation.
It is the "official" client of RediSearch, and should be regarded as its canonical client implementation.

## Features

RediSearch is a source avaliable ([RSAL](https://raw.githubusercontent.com/RediSearch/RediSearch/master/LICENSE)), high performance search engine implemented as a [Redis Module](https://redis.io/topics/modules-intro).
It uses custom data types to allow fast, stable and feature rich full-text search inside redis.
It uses custom data types to allow fast, stable and feature rich full-text search inside Redis.

This client is a wrapper around the RediSearch API protocol, that allows you to utilize its features easily.

Expand All @@ -26,8 +26,8 @@ This client is a wrapper around the RediSearch API protocol, that allows you to
* Full-Text indexing of multiple fields in documents.
* Incremental indexing without performance loss.
* Document ranking (provided manually by the user at index time) and field weights.
* Auto-complete suggestions (with fuzzy prefix suggestions)
* Exact Phrase Search
* Auto-complete suggestions (with fuzzy prefix suggestions).
* Exact Phrase Search.
* Stemming based query expansion in [many languages](http://redisearch.io/Stemming/) (using [Snowball](http://snowballstem.org/)).
* Limiting searches to specific document fields (up to 8 fields supported).
* Numeric filters and ranges.
Expand Down Expand Up @@ -77,8 +77,8 @@ res = client.search(q)

## Installing

1. [Install RediSearch](http://redisearch.io/Quick_Start
2. Install the python client:
1. [Install RediSearch](http://redisearch.io/Quick_Start)
2. Install the Python client:

```sh
$ pip install redisearch
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