You can use Mixedbread to turn your company documents, videos, code, and communication channels into structured search indexes for AI agents. Instead of running separate embedding pipelines, vector databases, and rerankers, you connect files or services like Google Drive and Slack directly to the service. It handles optical character recognition, audio transcription, chunking, and multi-vector indexing automatically. When your agents need context, Mixedbread searches across your data using semantic search, grep, or agentic retrieval loops, returning exact source passages with citations while consuming fewer tokens.
What Mixedbread does
Pricing breakdown
Pricing model: Free tier, Paid
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