private Q&A over company docs

I can help you set up a private Q&A system over company documents.

A typical setup looks like this:

1. Ingest docs: upload PDFs, Word files, slides, wiki pages, etc.
2. Index them: split into chunks and create embeddings or a searchable index.
3. Restrict access: apply document-level and user-level permissions.
4. Answer questions: retrieve the most relevant chunks, then generate an answer grounded in those sources.
5. Cite sources: return links/snippets so users can verify answers.

Common approaches:

• Simple RAG: best for many internal knowledge bases.
• Hybrid search: combines keyword + semantic search.
• Role-based access control: only retrieve docs the user is allowed to see.
• Hosted or self-hosted: depending on privacy/compliance needs.

If you want, I can help with any of these:

• choose an architecture
• design a secure permission model
• build a prototype stack
• write sample code
• compare tools like Pinecone, FAISS, Elasticsearch, Azure AI Search, or OpenSearch

If you mean you want a private Q&A chatbot for your company docs, tell me:

• document types
• number of users/docs
• privacy/compliance requirements
• preferred cloud/on-prem stack

And I can suggest a concrete design.