Connapse FAQs

Question 1

What is Connapse and its primary purpose?

Accepted Answer

Connapse is an open-source, AI-powered knowledge management platform designed to transform your documents into intelligent, searchable knowledge bases. Its primary purpose is to empower AI agents with enhanced retrieval capabilities through structured data.

Question 2

How does Connapse improve AI agent performance?

Accepted Answer

Connapse significantly boosts AI agent performance by providing a robust Retrieval Augmented Generation (RAG) system. Agents can leverage the platform's hybrid search to quickly find and utilize highly relevant information from your documents, leading to more accurate and contextually rich responses.

Question 3

Is Connapse secure and how can it be deployed?

Accepted Answer

Yes, Connapse prioritizes security with three-tier authentication, role-based access control, cloud identity linking (AWS SSO, Azure AD), and audit logging. It's fully Dockerized for easy self-hosting and offers a Web UI, REST API, CLI, and MCP server for flexible deployment and access.

Question 4

What kind of search capabilities does Connapse offer?

Accepted Answer

Connapse features advanced hybrid search, combining the power of vector similarity search with traditional keyword full-text search. It uses Reciprocal Rank Fusion (RRF) to blend results, ensuring comprehensive and highly relevant information retrieval across multi-format documents.

Question 5

Which AI models does Connapse integrate with?

Accepted Answer

Connapse is highly flexible, supporting multiple AI providers for both embeddings and Large Language Models (LLMs). This includes popular options like Ollama, OpenAI, Azure OpenAI, and Anthropic, allowing users to configure their preferred AI backend.

Connapse

Connapse

Key Features

Use Cases

Key Features

Use Cases