Real ChatGPT answer · index seedyOGesVjjkRIcompleteB2B software · AI and automation toolsinformational
Are there any open source AI tools that can automatically route incoming customer emails to the right department based on sentiment and content?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open source AI tools that can automatically route incoming customer emails to the right department based on sentiment and content?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
open source AI email classification sentiment analysis automatic ticket routing customer support tools GitHub 2026 Google ↗
open source helpdesk AI ticket classification routing sentiment analysis Zammad FreeScout Chatwoot Google ↗
- View project and implementation guide · docs.redhat.com
- GitHub repository · github.com
- GitHub repository · github.com
- Project website · rereflect.ca
- GitHub - haqaliz/rereflect: Open-source, self-hosted feedback intelligence. Turn customer feedback into sentiment, pain points, feature requests and churn risk — on your own infrastructure, with your own (or a local) LLM key. · github.qzink.me
- GitHub repository · github.com
- GitHub repository · github.com
- The 9 best open source support ticket systems in 2026 · eesel.ai
- Open source help desk and live chat software · opensourcepicks.com
- GitHub repository · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source AI email classification sentiment analysis automatic ticket routing customer support tools GitHub 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
open source helpdesk AI ticket classification routing sentiment analysis Zammad FreeScout Chatwoot OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |