Monitoring
360 view of your GPT app
Want to track metrics for your app? Need help troubleshooting your prompts? Simply push your OpenAI completion request data into FlumeAI and get an instant overview of your application via a built-in dashboard.
- View prompts, GPT responses, all inputs and outputs for every request
- Track cost, usage & latency
- Trace prompts for conversational apps, prompt chains and agent based apps
Actionable User Insights
Learn from user feedback
GPT-like models are black boxes. Are you hoping your app is getting better with time? Power new insights into how responses are being perceived by users.
- Connect user behavior and feedback to GPT responses
- Correlate user feedback to prompt, model and parameter changes
Optimization
Make your app faster and cheaper
GPT-like models are slow & expensive. Are you wasting valuable time trying to optimize your app? Gain insights into how you can optimize your API usage and reduce cost.
- Cache results to avoid additional requests to the API
- Run historic data against multiple models to find the cheapest model
Prompt performance
Improve your prompts
Do you know if your prompts are improving over time? How do you ensure prompt and model updates do not break your existing app? Go beyond eyeballing changes to backtesting at scale.
- Backtest new prompts and model changes against real production data
- View prompt trends and find underperforming prompts
- Understand GPT responses by debugging them side by side with your prompts
under the hood
Infrastructure to give you visibility into your GPT application
logging
Integrate with any tech stack via a single API call
Track prompts, messages, inputs & outputs for all OpenAI text based prompt and chat completion APIs- Works with all app types - prompt based, conversational, agent based and prompt chains
- Send explicit and implicit user feedback for each request. Option to store additional metadata
- Create as many apps as you want across dev, staging and production
