Stop Putting Mimic.copy in test_helper.exs
Mimic's docs tell you to centralize Mimic.copy calls in test_helper.exs. I don't.
Mimic's docs tell you to centralize Mimic.copy calls in test_helper.exs. I don't.
Stop hand-coding Ecto structs for external APIs. Smelter generates them from JSON Schema, including $ref resolution, composition, and batch processing.
Leiden community detection for Elixir, powering Arcana's GraphRAG.
Score whether an LLM's output follows from your source material or if it's hallucinated. Runs locally in Elixir, no API calls.
Everything I've learned building RAG systems, packaged into one Elixir library. Hybrid search, agentic pipelines, GraphRAG, all running on your existing Ecto Repo and pgvector.
ColBERT-style late interaction retrieval for Elixir. Per-token embeddings and MaxSim scoring for more precise search than single-vector approaches.
Addressing the three most valid criticisms of using Elixir and the BEAM for AI agents.
Test LLM outputs by meaning, not by characters. A wave operator for semantic similarity assertions in Elixir, powered by local embeddings.