Research notes, implementation updates, and technical reports from the Froggit memory stack.
Froggit LangChain adapter for governed agents
A LangChain adapter for agents that retrieve through Froggit, cite governed capsules, and refuse when the available knowledge is not answer-eligible.
0 infra
Mock setup
eligible
Default retrieval
reviewed
Memory writes
Froggit with DeepLake and HiveMind
How Froggit combines ActiveLoop open-source memory layers with governed graph intelligence to create a stronger foundation for human and agent memory.
132
Benchmark queries
100%
Overall hit@5
72
Recovered targets
Local-first institutional memory technical report
A technical breakdown of the local vector and memory sidecars that support Froggit retrieval while Neo4j remains the source of truth.
2,207
Active capsules
100%
DeepLake coverage
100%
HiveMind coverage
