@DanKornas: AI customer support is hard to improve when you can’t measure retrieval or answer quality. Simba is an open-source, sel…

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Summary

Simba is an open-source, self-hosted AI customer service assistant that offers customizable RAG pipelines and built-in evaluation metrics for retrieval and answer quality, allowing teams to improve their AI support systems.

AI customer support is hard to improve when you can’t measure retrieval or answer quality. Simba is an open-source, self-hosted AI customer service assistant for teams that want control over their RAG stack. It helps you build and evaluate a knowledge-base assistant by combining a customizable RAG pipeline with retrieval, generation, latency, and conversation metrics. Key features: • Built-in evaluations – track retrieval precision, recall, relevance, generation faithfulness, answer relevancy, and latency. • Customizable RAG pipeline – swap LLMs, embedding models, vector stores, chunking strategies, rerankers, and parsers. • Website chat widget – add the npm package and connect it to your Simba API instance. • Management dashboard – manage documents, monitor conversations, and analyze performance from one UI. • Flexible setup – run with Docker on CPU or NVIDIA GPU, or install simba-core with pip. It’s open-source (Apache 2.0 license). Link in the reply
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Cached at: 07/29/26, 08:02 PM

AI customer support is hard to improve when you can’t measure retrieval or answer quality.

Simba is an open-source, self-hosted AI customer service assistant for teams that want control over their RAG stack.

It helps you build and evaluate a knowledge-base assistant by combining a customizable RAG pipeline with retrieval, generation, latency, and conversation metrics.

Key features: • Built-in evaluations – track retrieval precision, recall, relevance, generation faithfulness, answer relevancy, and latency. • Customizable RAG pipeline – swap LLMs, embedding models, vector stores, chunking strategies, rerankers, and parsers. • Website chat widget – add the npm package and connect it to your Simba API instance. • Management dashboard – manage documents, monitor conversations, and analyze performance from one UI. • Flexible setup – run with Docker on CPU or NVIDIA GPU, or install simba-core with pip.

It’s open-source (Apache 2.0 license).

Link in the reply

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