GitHamza0206/simba

Health v2 · maintenance only

Adoption not part of the score

1538 stars · 114 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Simba is an open-source, production-ready customer service assistant and knowledge management system built around a fully customizable RAG pipeline. It ships with built-in evaluation metrics, a monitoring dashboard, a Python SDK, and an npm chat widget for easy website integration.

Use cases

• build a customer support chatbot on my own documentation
• self-host a RAG assistant with my own vector store and LLM
• evaluate retrieval and generation quality of an AI assistant
• add a support chat widget to my website via npm
• manage and chunk documents for a knowledge base
• monitor AI customer service conversations and performance
• swap embedding models and rerankers in a RAG pipeline

When to choose

• you want full control and self-hosting over a customer service AI instead of a black-box SaaS
• you need built-in evals and monitoring for a RAG assistant
• you want a drop-in chat widget backed by your own knowledge base
• you need a modular KMS to feed context into any RAG application

When to avoid

• you need a fully managed, zero-ops support solution
• you only need a simple FAQ bot without retrieval or evaluation
• your stack cannot run Docker or self-hosted services

Facets

application · maturity active

rag search-engine vector-database chatbot monitoring llm-inference nlp sdk web-framework large-language-models chatbots artificial-intelligence self-hosted developer-tools self-hosted python cross-platform customer-service knowledge-management chat-widget evals document-parsing embeddings rerankers dashboard retrieval-augmented-generation natural-language-processing docker web-server nodejs

Member repositories

For agents

markdown · JSON · MCP: product_card(name="GitHamza0206/simba")