Contextual
The engine indexes your repository — symbols, commits, PR threads, docs — into a local graph stored in ~/.contextual, then keeps it live…
RAG frameworks and libraries (LlamaIndex, Haystack).
The engine indexes your repository — symbols, commits, PR threads, docs — into a local graph stored in ~/.contextual, then keeps it live…
The store lives on your own server as human-readable Markdown files, which means you can open a file, spot a hallucinated fact, and correct…
Stele is a shared memory layer that sits between your agents and your codebase. Every agent reads the same knowledge graph — decisions…
The core workflow is a single API endpoint: drop in a file, URL, YouTube link, or raw text; get back chunked, embedded, searchable Markdown…
Aura pulls your Prometheus metrics, Kubernetes state, runbooks, and Git history into a single retrieval layer, then answers incident…
The library combines exact kNN search, Hopfield energy networks, and multi-head attention in a single local install, so agents can…
The tool indexes documents into both a vector store and a graph of entities and relationships, then queries both at retrieval time — so a…
The platform connects to SharePoint and company documents, runs retrieval-augmented generation with citations, and lets teams deploy…
Empirical addresses this by sitting between your AI tools and your projects as a persistent memory layer, capturing context once and making…