DEV CommunityWednesday · July 1, 2026FREE

Looking for 10 teams to test a managed knowledge API for free

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The developer of Kognita, a managed knowledge API, is looking for 10 teams to test the service for free. The API is designed to handle the foundational tasks required for querying documents with AI, such as chunking, embedding, vector database management, and retrieval. Kognita accepts content via API as text or files and returns hybrid search results. It is opinionated, meaning the embedding model and chunking strategy are predetermined, trading flexibility for a faster setup. Testers will receive unlimited knowledge bases and 10 GB of storage. The developer seeks honest feedback on what broke, what was confusing, and what features were missing, emphasizing that they are not looking for compliments but for constructive criticism.

// why it matters

Developers building AI knowledge layers can test a managed API that simplifies chunking and embedding.

Sources

Primary · DEV Community
▸ Read original at dev.to

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