Corporateknowledgebases(ragsystems)
Looking for a way to structure internal company information and speed up the search for answers? **The implementation of RAG systems** based on artificial intelligence allows you to create a smart assistant that instantly finds answers in thousands of your PDF files, Google documents and regulations. Ople develops turnkey corporate knowledge bases, ensuring rapid onboarding of employees and immediate unloading of the first line of technical support.
RAG (Retrieval-Augmented Generation) is a technology that connects a large language model (LLM) to a company's downloaded corporate files. Instead of general knowledge, AI performs a semantic search on internal documents and instantly generates accurate answers with references to sources.
/ FEATURES & BENEFITS
Rapid Onboarding and hr (hr RAG)
A new employee, instead of studying hundreds of pages of instructions, simply asks a bot in Telegram: "How to apply for vacation?" or "What are the rules for working with clients?". The bot instantly gives a clear answer with a reference to a specific clause of the regulation.
Customer support
Support operators receive hints from the AI assistant during the dialogue with the client, which reduces the time of solving complex technical problems by 50%.
Work of legal and financial departments
Instant analysis of the database of contracts and acts. AI finds the necessary clauses about force majeure, payment terms or penalties among thousands of files in seconds.
/ Data vectorization
Converting your PDF, Notion, Confluence and databases to vector format (Embeddings).
/ Deploy Vector DB
Setting up secure vector databases (Pinecone, Qdrant) for instant search.
/ Connecting LLM
Integration of a language model (GPT-4, Claude) that will generate responses based on the vectors found.
/ User interface
Development of an internal corporate chat for employees or a widget for the website.
/ FAQ
A regular database searches for exact word matches. The vector base searches by substance and context, allowing AI to instantly find the most relevant paragraphs from thousands of documents.
RAG (Retrieval-Augmented Generation) is a technology that allows artificial intelligence to work with your private databases, documents and corporate information. Ople develops secure RAG systems that turn gigabytes of regulations, technical documentation or order history into a fast semantic search engine. Your staff will be able to ask questions in plain language and get accurate answers with links to original sources.