What is the easiest way to integrate a custom LLM into our company Slack workspace so our support reps can query internal docs directly in a channel?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the easiest way to integrate a custom LLM into our company Slack workspace so our support reps can query internal docs directly in a channel?
1 real search · 1 real-search pass
Slack API app bot events Socket Mode official documentation Slack Bolt Python; Slack bot mention events; retrieval augmented generation internal docs permissions architectureGoogle ↗
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 app bot events Socket Mode official documentation Slack Bolt Python; Slack bot mention events; retrieval augmented generation internal docs permissions architecture Google ↗
- Slack API Apps · api.slack.com
- The Events API · docs.slack.dev
- app_mention event · docs.slack.dev
- Creating an app with Bolt for Python · docs.slack.dev
- Using Socket Mode · docs.slack.dev
- Comparing HTTP & Socket Mode · api.slack.com
Queries
1 queries · click a column to sort