RAG & Knowledge

Talk to your data

Ask questions in plain English and get answers grounded in your own documents — not AI guesswork. Index your files once, then chat, search, and explore visually. It is just one click.

Knowledge Base Chat
Hybrid ▾
Which adverse events above Grade 3 appeared across trials?
Grade 3+ events: fatigue (23%), nausea (18%), elevated liver enzymes (9%) across all Phase 3 cohorts.
Phase3_Final.pdf Trial_Data.xlsx Q3_Trial.pdf
Ask anything about your documents…
Document Chat

Chat with any document set

Drop in PDFs, Word files, Excel sheets, PowerPoints — we index every document and make it instantly queryable. Ask anything in plain language and get precise, source-backed answers from your own data.

Your documents, your answers.

Word
Word
PPT
PPT
Excel
Excel
Sheets
Sheets
SQL
SQL
TXT
TXT
PNG
PNG
XLS
XLS
PDF
PDF
PDF
Drop files here
WordReport_Q4.docxIndexed
Excelsales_data.xlsxReady
PDFQ4_Sales_Report.pdfEnriching
Retrieval Modes

Four ways to search your data

Choose how your knowledge base retrieves context for every query — from a fast direct lookup to a deep graph-aware search across your entire document space.

Pick the mode that fits your use case.

NaiveFastest

Direct vector similarity search. Finds the closest chunks to your query and returns them immediately — no graph traversal, no community analysis.

Best for: Quick lookups, simple Q&A
LocalContextual

Retrieves the most relevant chunks and expands outward to their neighbours — pulling in nearby context from the same documents for richer answers.

Best for: Detailed questions, long docs
GlobalBroad

Analyses community clusters across your entire knowledge graph to surface high-level themes and cross-document patterns — great for summarisation.

Best for: Summaries, trend analysis
HybridBest accuracy

Combines local chunk retrieval with global graph context — the most powerful mode. Balances precision and breadth for complex, multi-part questions.

Best for: Complex queries, production use
Vector Search

Explore your document space

Every document in your index is embedded as a vector and plotted in 2D. Visually search, filter and cluster your files — discover patterns, spot outliers, and find what you're looking for without typing a query.

See the shape of your knowledge.

Q4MktAnnCITrndSurvResearch ReportsNDASLAIPPrivDPAToSLegal Docs
Knowledge Graph

Map entities & relationships

As your files are indexed, an AI model automatically extracts entities — people, organizations, concepts, events — and the connections between them. Explore relationships, spot key dependencies, and surface insights that a simple keyword search would miss.

See how everything connects.

Building graph…

Share & Integrate

Share or plug in via API

Share your knowledge base with a link or QR code — no account needed for viewers. Or integrate directly into your own software using our OpenAPI-standard REST API and query your documents programmatically.

Your knowledge, everywhere.

aicuflow.com/share/rag/abc123

Access count: 38

OpenAPI REST Integration

Query any knowledge base from your own app using standard HTTP. Fully documented via OpenAPI — import the spec into Postman, Swagger or your favourite client.

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See for yourself how easy it is

Watch how fast you can go from uploading your documents to getting answers — no code, no setup.

Data is your goldmine. Start mining today.

No credit card required.

Command Palette

Search for a command to run...

Keyboard Shortcuts
CTRL + KSearch
CTRL + DTheme switch
CTRL + LLanguage switch

Software details
Compiled 3 days ago
Release: v4.0.0-production
Buildnumber: master@994bcfd
History: 46 Items