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refactor demos (#398)
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demos/samples_python/weather_forecast/README.md
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demos/samples_python/weather_forecast/README.md
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# Function calling
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This demo shows how you can use Arch's core function calling capabilites.
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# Starting the demo
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1. Please make sure the [pre-requisites](https://github.com/katanemo/arch/?tab=readme-ov-file#prerequisites) are installed correctly
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2. Start Arch
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3. ```sh
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sh run_demo.sh
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```
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4. Navigate to http://localhost:18080/
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5. You can type in queries like "how is the weather?"
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# Observability
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Arch gateway publishes stats endpoint at http://localhost:19901/stats. In this demo we are using prometheus to pull stats from arch and we are using grafana to visalize the stats in dashboard. To see grafana dashboard follow instructions below,
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1. Start grafana and prometheus using following command
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```yaml
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docker compose --profile monitoring up
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```
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2. Navigate to http://localhost:3000/ to open grafana UI (use admin/grafana as credentials)
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3. From grafana left nav click on dashboards and select "Intelligent Gateway Overview" to view arch gateway stats
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Here is a sample interaction,
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<img width="575" alt="image" src="https://github.com/user-attachments/assets/e0929490-3eb2-4130-ae87-a732aea4d059">
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## Tracing
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To see a tracing dashboard follow instructions below,
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1. For Jaeger, you can either use the default run_demo.sh script or run the following command:
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```sh
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sh run_demo.sh jaeger
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```
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2. For Logfire, first make sure to add a LOGFIRE_API_KEY to the .env file. You can either use the default run_demo.sh script or run the following command:
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```sh
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sh run_demo.sh logfire
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```
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3. For Signoz, you can either use the default run_demo.sh script or run the following command:
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```sh
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sh run_demo.sh signoz
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```
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If using Jaeger, navigate to http://localhost:16686/ to open Jaeger UI
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If using Signoz, navigate to http://localhost:3301/ to open Signoz UI
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If using Logfire, navigate to your logfire dashboard that you got the write key from to view the dashboard
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### Stopping Demo
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1. To end the demo, run the following command:
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```sh
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sh run_demo.sh down
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```
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