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Category
Developer Tools
Rank
No. 2530Tools index
Pricing
Open Source
Type
TOOL
GitHub
2 stars
Date

About

Ingot is an open-source structured memory layer for AI agents that stores tool results and ingested documents as SQL-queryable rows in Postgres and as Parquet files. It chunks each document type on its own boundaries (PDFs by page, slides by slide, Markdown/HTML by heading, CSVs into typed rows) and runs without any model calls or API key by default, with embeddings, summaries, and OCR available as opt-in features.

Why it made the leaderboard

A memory layer that stores agent context as plain SQL-queryable Parquet rather than a vector store or proprietary format is a genuinely different, more inspectable approach to agent memory.

Tags

memoryai-agentspostgressqlparquetopen-source

Tech Stack

Node.js

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.