All workLLM / RAG
Private AI Knowledge Assistant
A private document-based AI assistant that allows organizations to interact with their internal knowledge.
- AnythingLLM
- RAG
- Local LLMs
Status — Internal build
The problem
Internal knowledge is scattered across documents, and many organizations cannot send that material to third-party model providers.
What we built
A retrieval-augmented assistant that indexes internal documents and answers questions with citations, deployable against local models so data stays inside the organization.
Approach
- Document ingestion, chunking and embedding
- Retrieval with citation of the source passages
- Local model option for data-sensitive deployments
- Access scoping per document collection
Capabilities
- Document Q&A with citations
- Private / local deployment
- Collection-level access control
- Incremental re-indexing
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