Vector Search

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

Shared, persistent memory for AI agents, with semantic recall and live updates.

Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

Semantic document memory using Redis vector store. Save and recall files with natural language.

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.

Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions.

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

Local-first personal knowledge base. Cited answers from your vault via vector + graph retrieval.

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.