AI-Augmented Memory for Groups
Details
- External ID
- 46288966
- Source
- HN
- Company
- —
- Product
- AI-Augmented Memory for Groups
- Website domain
- largemem.com
- Launched
- Dec. 16, 2025
- Cohort
- —
- Upvotes
- 10
- Upvotes percentile
- 0.4933206106870229
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Description
We’re building Largemem, (https://largemem.com) a shared knowledge base where groups upload and maintain a common set of documents (PDFs, scans, audio) and query them conversationally.Each group has its own persistent knowledge base. We parse content into chunks, extract entities, and combine vector search with a lightweight knowledge graph, so answers can synthesize information across multiple documents and across the group’s shared context - not just retrieve isolated snippets.We would love to hear your feedback!
Enrichment
- Theme
- lightweight and on-device AI runtimes
- Vertical
- Horizontal
- Function
- Agent / copilot
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai memory system for teams
- Manually corrected
- False
Could you build this?
Yes This is a standard multi-tenant RAG system combining document parsing (PDF, audio transcription), vector/knowledge graph indexing, and conversational querying, all readily supported by existing libraries and managed APIs.
Discussion
4 comments analyzed.
Competitors mentioned: ChatGPT, ChatGPT Enterprise
Concerns raised: lack of substance/minimal product details, unclear advantage over existing solutions, missing evaluation comparisons to alternatives
Feature requests: demo video
Competitors
Other products that read as similar to this one — 96 launches clear the similarity bar, closest 8 shown.
Attention rank: #47 of 97 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 47 days after the earliest competitor.
- Collabmem · hn · 2026-04-11 · 11 upvotes · similarity 0.59
- A file-based agent memory framework that works like skill · hn · 2026-01-06 · 11 upvotes · similarity 0.47
- LinearMemory: AI Memory Explorer · ph · 2026-09-06 · 2 upvotes · similarity 0.45
- ClawMem · hn · 2026-03-22 · 5 upvotes · similarity 0.45
- Anchor Engine · hn · 2026-03-06 · 5 upvotes · similarity 0.45
- ChatIndex · hn · 2025-11-26 · 17 upvotes · similarity 0.45
- We built an AI tool for working with massive LLM chat log datasets · hn · 2025-11-19 · 16 upvotes · similarity 0.44
- NERDs · hn · 2026-03-06 · 13 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.