What it does
An n8n workflow that answers customer messages in Bitrix24 Open Line channels using your own documents. Uploaded PDFs are split into chunks, embedded and stored in a Qdrant vector database. Google Gemini then writes replies from the relevant passages and falls back to a default answer when nothing fits.
Use cases
- 01Answer common questions from uploaded PDFs
- 02Reply in Open Line chats with document-based text
- 03Grow the knowledge base by adding new files
Connects
HTTP Request · Question and Answer Chain · Vector Store Retriever · Recursive Character Text Splitter · Default Data Loader · Qdrant Vector Store · Embeddings Ollama · Google Gemini Chat Model