Real ChatGPT answer · index seedeyy8yIZZDwMcompleteB2B software · AI and automation toolsinformational
How do we configure a Slack bot powered by a private LLM to restrict its responses strictly to approved internal knowledge bases?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we configure a Slack bot powered by a private LLM to restrict its responses strictly to approved internal knowledge bases?
3 real searches · 1 real-search pass
Slack app security best practices request verification signing secrets OAuth scopes bot tokens official docsGoogle ↗
OBSERVED
RAG access control document-level permissions metadata filtering prompt injection defense OWASP LLMGoogle ↗
OBSERVED
retrieval augmented generation grounding citations abstain no context enterprise knowledge base securityGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Slack app security best practices request verification signing secrets OAuth scopes bot tokens official docs Google ↗
RAG access control document-level permissions metadata filtering prompt injection defense OWASP LLM Google ↗
retrieval augmented generation grounding citations abstain no context enterprise knowledge base security Google ↗
- Security best practices · docs.slack.dev
- Verifying requests from Slack · api.slack.com
- Scopes · docs.slack.dev
- Installing via OAuth authorization code flow · docs.slack.dev
- RAG Security · cheatsheetseries.owasp.org
- Slack Request Verification · docs.slack.dev
- Microsoft RAG Architecture · learn.microsoft.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Slack app security best practices request verification signing secrets OAuth scopes bot tokens official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
RAG access control document-level permissions metadata filtering prompt injection defense OWASP LLM OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
retrieval augmented generation grounding citations abstain no context enterprise knowledge base security OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |