Walk me through connecting our custom RAG pipeline to Slack so engineers can query internal Confluence documentation directly from a channel.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Walk me through connecting our custom RAG pipeline to Slack so engineers can query internal Confluence documentation directly from a channel.
1 real search · 1 real-search pass
Slack API Events API request URL acknowledgement 3 seconds slash commands official documentation; Slack bot OAuth scopes chat:write app_mentions:read; Atlassian Confluence Cloud REST API OAuth 2.0 scopes page content permissions officialGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Slack API Events API request URL acknowledgement 3 seconds slash commands official documentation; Slack bot OAuth scopes chat:write app_mentions:read; Atlassian Confluence Cloud REST API OAuth 2.0 scopes page content permissions official Google ↗
- Slack API – Your Apps · api.slack.com
- Slack Events API · docs.slack.dev
- Slack OAuth installation · docs.slack.dev
- Events API · api.slack.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Slack API Events API request URL acknowledgement 3 seconds slash commands official documentation; Slack bot OAuth scopes chat:write app_mentions:read; Atlassian Confluence Cloud REST API OAuth 2.0 scopes page content permissions official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |