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Fix snapshot metadata serialization (Issue #1744) #1745

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Fix snapshot metadata serialization (Issue #1744) #1745

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ef8f193
Fix README typos and clarify install notes
kbss0000 Nov 21, 2025
2e64ad7
Add Windows venv activation instructions
kbss0000 Nov 21, 2025
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15 changes: 11 additions & 4 deletions README.md
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Expand Up @@ -72,7 +72,7 @@ To install from PyPI:
```sh
pip install evidently
```
To install Evidently using conda installer, run:
To install Evidently using the conda installer, run:

```sh
conda install -c conda-forge evidently
Expand Down Expand Up @@ -177,14 +177,14 @@ To get the output as JSON or Python dictionary:
my_eval.json()
# my_eval.dict()
```
You can choose other Presets, create Reports from indiviudal Metrics and configure pass/fail conditions.
You can choose other Presets, create Reports from individual Metrics and configure pass/fail conditions.

## Monitoring dashboard

This launches a demo project in the locally hosted Evidently UI. Sign up for [Evidently Cloud](https://docs.evidentlyai.com/docs/setup/cloud) to instantly get a managed version with additional features.


if you have [uv](https://docs.astral.sh/uv/) you can run Evidently UI with a single command.
If you have [uv](https://docs.astral.sh/uv/) installed, you can run Evidently UI with a single command:
```shell
uv run --with evidently evidently ui --demo-projects all
```
Expand All @@ -196,6 +196,13 @@ virtualenv venv
source venv/bin/activate
```

On Windows, activate the environment with PowerShell or Command Prompt:

```
.\venv\Scripts\Activate.ps1 # PowerShell
venv\Scripts\activate.bat # Command Prompt
```

After installing Evidently (`pip install evidently`), run the Evidently UI with the demo projects:
```
evidently ui --demo-projects all
Expand Down Expand Up @@ -225,7 +232,7 @@ Here are examples of things you can check:
We welcome contributions! Read the [Guide](CONTRIBUTING.md) to learn more.

# :books: Documentation
For more examples, refer to a complete <a href="https://docs.evidentlyai.com">Documentation</a>.
For more examples, refer to the complete <a href="https://docs.evidentlyai.com">documentation</a>.

# :white_check_mark: Discord Community
If you want to chat and connect, join our [Discord community](https://discord.gg/xZjKRaNp8b)!