How hard is it actually to integrate our custom LLMs with Slack today using native APIs instead of building a messy custom wrapper from scratch?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How hard is it actually to integrate our custom LLMs with Slack today using native APIs instead of building a messy custom wrapper from scratch?
1 real search · 1 real-search pass
Slack API official documentation custom AI LLM integration apps Events API Socket Mode chat.postMessage 2026Google ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
Slack API official documentation custom AI LLM integration apps Events API Socket Mode chat.postMessage 2026 Google ↗
- The Events API · docs.slack.dev
- Using Socket Mode · docs.slack.dev
- Slack Bolt framework · docs.slack.dev
- The next wave of Agent messaging experience · docs.slack.dev
- Agent sessions · docs.slack.dev
- Developing an agent · docs.slack.dev
- Introducing the Agent messaging experience · docs.slack.dev
- Slack AI developer platform · docs.slack.dev