RAG Knowledge Assistant

Turn your documents into a searchable AI workspace.

Upload policies, manuals, FAQs, notes, CSVs, JSON files, PDF or pasted text. The system chunks your content, creates embeddings, retrieves relevant context, and answers questions using only your indexed knowledge base.

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Private user-scoped document retrieval
Chunk-based semantic search
Citation-backed AI answers
Re-index documents
Telegram Bot Support

Platform Navigation

How it works View features

my-ai-app/conversations

Sources Text files, docs, notes

Retrieval Embedding + cosine similarity

Output Grounded answers with citations

What does our support policy say about escalation?

Escalations move to tier 2 when the issue remains unresolved after first-response troubleshooting. The assistant can cite the matching document chunk used for this answer.

How It Works

Built for document-grounded answers.

Index knowledge

Add text directly or upload supported files. Each document is stored, normalized, chunked, and prepared for retrieval.

Retrieve context

The system embeds the question, compares it against stored chunk embeddings, and selects the highest-similarity matches from the current user's data.

Answer with evidence

The assistant responds using retrieved knowledge plus recent conversation history, and returns citations for the underlying source chunks.

Telegram Support

Link your Telegram account and chat with your AI assistant directly. Upload files and ask questions in natural language—the assistant will respond based on indexed documents.

What You Get

Everything centered around your own data.

User-scoped knowledge base

Documents and conversations stay scoped to the authenticated user.

Multiple conversations

Create separate chat threads for different tasks while preserving context.

Document ingestion

Supports pasted text and text-based file uploads such as TXT, MD, CSV, JSON, PDF and LOG.

Re-indexing Support

Re-index documents to update their content and embeddings.

Recent activity dashboard

Track conversations, indexed sources, and jump directly into a fresh chat.

Telegram access

Link your account, chat from Telegram, and send files directly into the workspace.

Ready To Use It?

Sign in and start building your private AI knowledge workspace.

Keep your documents private, ask grounded questions, and extend the same experience through Telegram.

Private by design Document-backed answers Telegram ready