YantrikDB
Memory that just works for AI agents
Details
- External ID
- 1239071
- Source
- PH
- Company
- —
- Product
- YantrikDB
- Website domain
- producthunt.com
- Launched
- Sept. 12, 2026
- Cohort
- —
- Upvotes
- 3
- Upvotes percentile
- 0.8905013897797733
- Tags
- Open Source, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 14, 2026, 1:01 a.m.
- Updated at
- Sept. 14, 2026, 1:01 a.m.
Description
YantrikDB is a persistent cognitive memory database for AI agents: semantic recall, a knowledge graph, temporal decay, consolidation, and review of recognized structured conflicts. Run it as an embeddable engine (Rust or Python), an MCP server, or a replicated network service. Apache-2.0.
Enrichment
- Theme
- database infrastructure and developer tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- memory system for ai agents
- Manually corrected
- False
Could you build this?
No Building a custom distributed cognitive database engine with native HNSW vector search, Raft-like replication, multi-node clustering, and graph reconciliation requires advanced systems and database engineering.
What it would actually take: The engine is written in systems languages like Rust, implementing custom storage engines with simultaneous vector (HNSW), graph (adjacency lists), and temporal heap indexes. It requires implementing distributed consensus protocols (e.g., Raft/YRP) for multi-node replication, failover, transaction serialization, along with deterministic graph consolidation algorithms and native C-FFI / Python bindings.
Competitors
Other products that read as similar to this one — 79 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 80 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 272 days after the earliest competitor.
- A memory database that forgets, consolidates, and detects contradiction · hn · 2026-04-14 · 48 upvotes · similarity 0.73
- MouseBase · ph · 2026-09-08 · 1 upvotes · similarity 0.43
- PMB · hn · 2026-06-22 · 7 upvotes · similarity 0.42
- Actian VectorAI DB · ph · 2026-04-28 · 203 upvotes · similarity 0.41
- TuringDB · hn · 2026-01-28 · 7 upvotes · similarity 0.41
- friday · github · 2026-09-16 · 47 upvotes · similarity 0.39
- CRBRO · ph · 2026-09-29 · 1 upvotes · similarity 0.39
- RecallOs-Ai · github · 2026-09-15 · 6 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.
Same idea, different domain
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