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Self-hosted knowledge base and MCP server for AI-assisted reading and writing.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "laravel-simple-rag" yet — see the docs or source repo.
Please organize these scattered product FAQs, meeting notes, and operating documents into a structured knowledge base, grouped by topic with searchable titles and summaries.
A clearly structured knowledge base with topics, titles, summaries, and recommendations for searchable organization.
After connecting to the knowledge base, answer this using existing documents: what are our API authentication flow, common error codes, and troubleshooting steps? Please cite the relevant sources.
An answer grounded in the knowledge base, with source citations, summarizing flows, error codes, and troubleshooting guidance.
Summarize this customer support conversation into a new knowledge base entry including the issue, root cause, resolution, and applicability, formatted for future search.
A ready-to-save knowledge base entry draft with clear structure and tags for team reuse.
Centralize knowledge, run semantic search, ingest documents, and generate RAG answers.
Search and add traceable RAG knowledge for each project workspace.
Turn unstructured documents into a searchable knowledge base for AI agents.
Build and query vector knowledge bases for semantic search and RAG workflows.
Set up a local RAG server for private knowledge search and QA.
Use RAG tools for knowledge retrieval, document management, and search visualization.