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App Overview

The App consists of the following pages:

  • Chats
  • Insights
  • Datasets

Chats​

The Chats page displays raw chats with their respective feedback.

Gif of Chats page

Datatable includes:

  • User Query
  • LLM Response
  • Satisfaction Score
  • Date and Time
  • Version

Clicking on a chat reveals:

  • Feedback:
    • Gesture (thumbs up/down or rating)
    • Message
    • Origin (source)

Insights​

Issues​

The Issues page shows chats clustered into similar Issues, with scores and analytics to help prioritize.

Gif of Issues page

Analytics includes:

  • Number of issues over time
  • Sentiment of user queries
  • Impact score over time

More Insights Coming Soon!​

Datatable includes:

  • Issue Name
  • Description
  • Impact Score
  • Number of Chats
  • Time of Creation
  • Issue ID

Clicking on an issue shows a datatable of associated chats, including:

  • User query
  • AI response
  • Feedback Gesture (if any)
  • Date and time
  • Version

Clicking on a chat within an issue reveals:

  • Feedback:
    • Gesture (thumbs up/down or rating)
    • Message
    • Origin (source)
  • Root Cause Analysis (RCA):
    • Knowledge hole probability (the probability the given chat issue is due to missing context)
    • More coming soon
  • Evaluation metrics:
    • Query Sentiment
    • Response Sentiment
    • Response Relevance
    • Faithfulness

More Insights Coming Soon!​

Topics​

The Topics page shows chats clustered into similar topics to help prioritize easily.

Gif of Topics page

Analytics includes:

  • Topics over time

Datatable includes:

  • Topic Name
  • Description
  • Number of Chats
  • Time of Creation
  • Topic ID

Global Actions​

The Global Actions is available on all pages and allows you to:

  • Search the primary column (specific to the current page)
  • Download the current datatable in .csv format
  • Filter by:
    • Date range (preset or custom ranges)
    • Impact Score (0-10 slider; only available on Insights page)
  • Custom rules coming soon!

Gif of Global Actions

Datasets​

Create Datasets​

Create Datasets is available on all chats including issues and topics. It allows user to create a dataset with specific queries and repsonses. This datasets can be edited further by domain experts (coming soon).

Gif of Create Dataset

Upload Datasets​

Upload Datasets allows user to upload a dataset with .CSV format. The structure of the file should be the following (query, response, date (optional), expert_response (optional), context(optional)).

Gif of Upload Dataset

Generate Synthetic Ground Truth​

Insights layer can generate ground truth reponses if there is no knowledge hole and the user is not satisified by LLM response. The evaluation metrics are being calculated using the generated ground truth with versioning (coming soon).

Gif of Generated Dataset