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 Results for "retrieval"

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Service Service Descriptions ★ Featured

Applied AI & ML — Service Overview

Everything included in our Applied AI engagements: RAG, agents, fine-tuning, evals, and guardrails.

Applied AI RAG agents fine-tuning evals
2 views Mar 30, 2026
Article Applied AI & ML ★ Featured

What is Retrieval-Augmented Generation (RAG)?

A plain-English explanation of RAG: why it beats pure LLM memory for production knowledge systems.

RAG LLM embeddings vector database retrieval
2 views Mar 30, 2026
Project Projects & Case Studies ★ Featured

Diagnostic RAG for heavy equipment

Indexed 4M+ pages across PDFs & manuals; latency < 400ms; 32% fewer escalations.

RAG heavy equipment PDF Claude retrieval
2 views Mar 30, 2026
Article Data & Platform

Vector Embeddings — How They Work and Where They Live

From text to vectors, similarity search, and choosing the right embedding model.

embeddings vector search ANN HNSW MTEB
1 views Mar 30, 2026
Article Product Engineering

Implementing Search — From Basic SQL to Elasticsearch

Full-text search progression from LIKE queries to dedicated search engines.

search full-text search Elasticsearch PostgreSQL vector search
1 views Mar 30, 2026