Real ChatGPT answer · index seedMyUlSTQZEnYcompleteB2B software · AI and automation toolsinformational
What is the step by step process to connect an open source large language model to our slack workspace so my team can query our company documents easily?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the step by step process to connect an open source large language model to our slack workspace so my team can query our company documents easily?
4 real searches · 1 real-search pass
Slack API official docs bot events app scopes Socket Mode files search API documentationGoogle ↗
OBSERVEDOther / navigational
Ollama official documentation API embeddings models OpenAI compatibilityGoogle ↗
OBSERVEDInstruction
LlamaIndex documentation Slack connector vector store RAG permissions metadata filtersGoogle ↗
OBSERVEDInstruction
open source RAG Slack bot company documents architecture document permissions security best practicesGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Slack API official docs bot events app scopes Socket Mode files search API documentation Google ↗
Ollama official documentation API embeddings models OpenAI compatibility Google ↗
LlamaIndex documentation Slack connector vector store RAG permissions metadata filters Google ↗
open source RAG Slack bot company documents architecture document permissions security best practices Google ↗
- ollama/docs/api/openai-compatibility.mdx at main · ollama/ollama · github.com
- ollama/docs/capabilities/embeddings.mdx at main · ollama/ollama · github.com
- ollama/docs/README.md at main · ollama/ollama · github.com
- Ollama · ollama.com
- Qdrant documentation · qdrant.tech
- LlamaIndex documentation · docs.llamaindex.ai
- Slack developer documentation · docs.slack.dev
- Ollama documentation · docs.ollama.com
- Slack API – Your Apps · api.slack.com
- The Events API · docs.slack.dev
- Using Socket Mode · docs.slack.dev
- RAG Security · cheatsheetseries.owasp.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Slack API official docs bot events app scopes Socket Mode files search API documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Ollama official documentation API embeddings models OpenAI compatibility OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
LlamaIndex documentation Slack connector vector store RAG permissions metadata filters OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
open source RAG Slack bot company documents architecture document permissions security best practices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |