Kitenite/llm-kb

llm-kb is a legacy prototype in the now-crowded RAG (Retrieval-Augmented Generation) and internal search space. With only 42 stars over nearly three years and zero current velocity, the project has failed to gain traction or build a community. It represents a 'day zero' attempt at LLM-powered internal search that has been comprehensively superseded by both enterprise platforms (Glean, Hebbia) and more robust open-source alternatives like Danswer, Verba, or LlamaIndex-based applications. The defensibility is near-zero as the architecture likely uses outdated patterns compared to modern agentic or multi-stage RAG pipelines. Frontier labs (OpenAI with 'SearchGPT' and Enterprise features, Microsoft with Copilot) and cloud providers (AWS Kendra/Bedrock, Google Vertex AI Search) are aggressively dominating this use case, making this project's specialized survival unlikely.