Build it on Antfly.
Multimodal Applications
Screenshots, PDFs, audio, video.Vision and audio embeddings index media by content, so one hybrid query spans everything you point Antfly at.
Visual asset search for design teams. Search by what's in the frame, not the filename. Shipped: Honeycomb
PDF knowledge base with semantic retrieval. Answers come back with the passage they came from. Shipped: Epstein Search
Audio and video content discovery. Scenes findable by describing what's said or shown.
Medical imaging search. Vision embeddings plus structured metadata filters in one query.
Agent Infrastructure
Memory, tools, and shared knowledge.Everything an agent observes is indexed on write, so each step of the loop retrieves by meaning from one system.
Agent memory and context store. Agents retrieve their own history by meaning at every step. Shipped: memoryaf
Tool-use knowledge base for function calling. Schemas and docs retrieved by task, so agents reach for the right tool.
Multi-agent shared knowledge graph. Agents read and write one shared model of the world.
RAG pipeline for autonomous research. Retrieve, rerank, prune, and generate in one streamed query path.
Search & Discovery
Docs, products, code.BM25 and vector similarity run in the same query and fuse their rankings, so exact matches and meaning both count.
Documentation search with answer generation. Hybrid retrieval feeding streamed, cited answers.
E-commerce product discovery. Exact-match filters and semantic recall — no second search system.
Internal knowledge base search. One index across wikis, tickets, and drives, permission-filtered.
Code search across repositories. Exact symbols plus semantic intent, ranked together.
Knowledge Management
Citations, org charts, policies.Graph indexes store the edges between documents, and traversals answer relationship questions in a single query.
Research paper citation graphs. Traversals answer “what built on this?” in one query.
Organizational knowledge mapping. People, teams, and systems extracted with NER and linked.
Content recommendation engine. Nearest neighbors, filtered by what the reader has seen.
Compliance document linking. Edges tie policies to the documents they govern; TTLs expire the stale.
Read how builders shipped theirs, or start yours with the guides.