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1 | 1 | <div align="center" style="margin-bottom: 20px;">
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2 |
| - <div><img src="docs/_static/Redis_Logo_Red_RGB.svg" style="width: 200px; margin-bottom: 20px;"></div> |
| 2 | + <div><img src="https://raw.githubusercontent.com/redis/redis-vl-python/main/docs/_static/Redis_Logo_Red_RGB.svg" style="width: 250px; margin-bottom: 20px;"></div> |
3 | 3 | <h1>🔥 Vector Library</h1>
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4 | 4 | </div>
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5 | 5 |
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6 | 6 | <div align="center" style="margin-top: 20px;">
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7 |
| - <span style="display: block; margin-bottom: 10px;">the *AI-native* Redis Python client</span> |
| 7 | + <span style="display: block; margin-bottom: 10px;">The *AI-native* Redis Python client</span> |
8 | 8 | <br />
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9 | 9 |
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10 | 10 |
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11 |
| -[](https://codecov.io/gh/redis/redis-vl-python) |
12 | 11 | [](https://opensource.org/licenses/MIT)
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13 | 12 | 
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14 | 13 | [](https://github.com/psf/black)
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15 | 14 | 
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16 |
| - |
17 | 15 | [](https://pypi.org/project/redisvl/)
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| 16 | + |
| 17 | +[](https://github.com/redis/redis-vl-python/stargazers) |
18 | 18 |
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19 | 19 | </div>
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20 | 20 |
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30 | 30 |
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31 | 31 | # Introduction
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32 | 32 |
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33 |
| -Welcome to the Redis Vector Library – the ultimate Python client designed for AI applications harnessing the power of [Redis](https://redis.io). |
| 33 | +Redis Vector Library is the ultimate Python client designed for AI-native applications harnessing the power of [Redis](https://redis.io). |
34 | 34 |
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35 |
| -[redisvl](https://pypi.org/project/redisvl/) is your go-to tool for: |
| 35 | +[redisvl](https://pypi.org/project/redisvl/) is your go-to client for: |
36 | 36 |
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37 | 37 | - Lightning-fast information retrieval & vector similarity search
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38 | 38 | - Real-time RAG pipelines
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