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https://github.com/dynatrace-perfclinics/obslab-llm-observability
Search for a holiday and get destination advice from an LLM. Observability by Dynatrace.
https://github.com/dynatrace-perfclinics/obslab-llm-observability
chatgpt demo dynatrace hands-on llm obslab opentelemetry
Last synced: 1 day ago
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Search for a holiday and get destination advice from an LLM. Observability by Dynatrace.
- Host: GitHub
- URL: https://github.com/dynatrace-perfclinics/obslab-llm-observability
- Owner: dynatrace-perfclinics
- License: apache-2.0
- Created: 2024-05-22T01:28:13.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2024-09-18T11:22:45.000Z (9 days ago)
- Last Synced: 2024-09-21T11:02:43.565Z (6 days ago)
- Topics: chatgpt, demo, dynatrace, hands-on, llm, obslab, opentelemetry
- Language: HTML
- Homepage: https://dynatrace-perfclinics.github.io/obslab-llm-observability/
- Size: 5.73 MB
- Stars: 3
- Watchers: 1
- Forks: 134
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# EasyTravel GPT Travel Advisor
Demo application for giving travel advice written in Python. Observability signals by [OpenTelemetry](https://opentelemetry.io).
Uses OpenAI ChatGPT to generate advice for a given destination.
## [>> Click here to start the hands on tutorial](https://dynatrace-perfclinics.github.io/obslab-llm-observability)
## Developer Information Below
### Run Locally with Weaviate Cache
- Download the [latest Weaviate binary from GitHub](https://github.com/weaviate/weaviate/releases/latest). Add it to your `PATH`.
- Download the [latest Dynatrace OpenTelemetry collector binary from GitHub](https://github.com/Dynatrace/dynatrace-otel-collector/releases). Add it to your `PATH`.
```
##### 1. Start Weaviate
set PROMETHEUS_MONITORING_ENABLED=true
weaviate --host 0.0.0.0 --port 8000 --scheme http
##### 2. Configure these variables and Start Collector
##### Token needs: logs.ingest, metrics.ingest and openTelemetryTrace.ingest permissions
set DT_ENDPOINT=https://abc12345.live.dynatrace.com/api/v2/otlp
set API_TOKEN=dt0c01.******.******
dynatrace-otel-collector.exe --config ./run-locally/otelcol-config.yaml
##### Start app
set OPENAI_API_KEY=sk-proj-**********
set WEAVIATE_ENDPOINT=http://localhost:8000
# Disable usage telemetry that is sent to Traceloop
set TRACELOOP_TELEMETRY=false
python app.py
```
--------------------------
### Deploy on a Local K8S Cluster
You will need [Docker](https://docs.docker.com/engine/install/) or [Podman](https://podman.io/docs/installation) installed and [Helm](https://helm.sh/docs/intro/install/).
`git clone` this repository locally:
```bash
git clone https://github.com/dynatrace-perfclinics/obslab-llm-observability
cd traveladvisor
```
Create a cluster if you do not already have one:
```bash
kind create cluster --config .devcontainer/kind-cluster.yml --wait 300s
```
Customise and set some environment variables
```
export DT_ENDPOINT=https://abc12345.live.dynatrace.com
export DT_TOKEN=TODO
export OPEN_AI_TOKEN=******
```
Run the deployment script:
```bash
.devcontainer/deployment.sh
```