Are there any open-source or low-cost LLM integrations for Slack that do not charge per-user fees for our customer support channel?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open-source or low-cost LLM integrations for Slack that do not charge per-user fees for our customer support channel?
4 real searches · 1 real-search pass
open source self hosted Slack AI bot integration Ollama Slack Bolt Dify n8n Flowise 2026Google ↗
OBSERVEDOther / navigational
Dify Slack integration self hosted pricing open source Slack botGoogle ↗
OBSERVEDInstruction
n8n Slack AI agent self hosted license pricingGoogle ↗
OBSERVEDOther / navigational
Flowise Slack integration self hosted open source SlackGoogle ↗
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 (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
open source self hosted Slack AI bot integration Ollama Slack Bolt Dify n8n Flowise 2026 Google ↗
Dify Slack integration self hosted pricing open source Slack bot Google ↗
n8n Slack AI agent self hosted license pricing Google ↗
Flowise Slack integration self hosted open source Slack Google ↗
- Website · langbot.app
- GitHub · github.com
- Documentation · langbot.app
- LangBot: Self-hosted AI bots for messaging platforms · localhosted.com
- LangBot · langbot.app
- Website · dify.ai
- Slack integration · marketplace.dify.ai
- GitHub · github.com
- Dify Pricing · dify.ai
- Website · n8n.io
- GitHub · github.com
- Pricing · n8n.io
- FAQs - General FAQ - Which license do I need for my use case? · support.n8n.io
- GitHub · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source self hosted Slack AI bot integration Ollama Slack Bolt Dify n8n Flowise 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Dify Slack integration self hosted pricing open source Slack bot OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
n8n Slack AI agent self hosted license pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Flowise Slack integration self hosted open source Slack OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |