factcircuit
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
Self-host Rereflect on your own infrastructure. Every feature unlocked, MIT licensed, no tiers, no seats, no vendor lock-in.
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DataPython · TypeScriptGitHub @haqalizOnlineOwner unconfirmed
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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.
Taken from the repository README
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Open-source, self-hosted feedback intelligence.
Turn raw customer feedback into sentiment, pain points, feature requests and churn risk — on your own infrastructure, with your own LLM key.
Rereflect ingests customer feedback from CSV, email, webhooks, Slack, Intercom and
Zendesk, syncs with issue trackers like Linear, Jira and Asana, then uses NLP and
(optionally) an LLM to classify sentiment, surface pain points and feature requests,
flag urgent churn risks, and route everything through a team workflow — all behind a
multi-tenant dashboard you host yourself.Read the full README ↗The full README is unavailable right now. Read it at the original link. The saved excerpt is shown below.
Open-source, self-hosted feedback intelligence.
Turn raw customer feedback into sentiment, pain points, feature requests and churn risk — on your own infrastructure, with your own LLM key.
Rereflect ingests customer feedback from CSV, email, webhooks, Slack, Intercom and
Zendesk, syncs with issue trackers like Linear, Jira and Asana, then uses NLP and
(optionally) an LLM to classify sentiment, surface pain points and feature requests,
flag urgent churn risks, and route everything through a team workflow — all behind a
multi-tenant dashboard you host yourself.Read the full README ↗