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Manik Aggarwal for SOL

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We built memory for AI apps focusing on individuals and achieved SOTA (88.24%) on LoCoMo benchmark

You brainstorm in ChatGPT, debug in Cursor, try a new coding agent and re-explain everything from scratch. With every new AI tool, the cost of context switching grows.

Just 2 months after launch, weโ€™ve built an open source personal memory layer that accurately recalls context for each individual and can be used across multiple apps like ChatGPT, claude, cursor, gemini, claude code etc.

CORE memory scored 88.24% ๐š๐œ๐œ๐ฎ๐ซ๐š๐œ๐ฒ ๐ข๐ง ๐ฆ๐ž๐ฆ๐จ๐ซ๐ฒ ๐ซ๐ž๐œ๐š๐ฅ๐ฅ in LoCoMo benchmark.

LoCoMo tests how well AI systems remember and reason across long conversations (300+ turns). Think of it as the SAT for AI memory - it evaluates whether systems can maintain context, resolve contradictions, and surface relevant information as conversations evolve over time.

Results:

  • Single-hop: 91% (Simple recall โ€œWhatโ€™s your favorite framework?โ€)
  • Multi-hop: 85% (Connecting facts โ€œWho else uses React on your team?โ€)
  • Temporal: 88% (Tracking changes โ€œWhen did you switch to Next.js?โ€)
  • Open-domain: 71% (General world knowledge)
  • Overall: 88%

Where you can use CORE

Every AI tool you already use: ChatGPT, Claude, Cursor, Gemini, Claude Code - via MCP integration.
Key workflows:

Debugging: Remember your codebase patterns across sessions
Code reviews: Track team standards and architectural decisions
Research: Connect new concepts to what you've learned
Multi-tool: Brainstorm in ChatGPT โ†’ code in Cursor โ†’ deploy with Claude Code

No more re-explaining context. CORE remembers not just what you built, but why.

CORE is open-source

Weโ€™re building CORE in public and itโ€™s fully open source. If you share our vision of memory that belongs to individuals, not platforms:

Star us on Github โญ

๐Ÿš€ Try CORE today:

  • Quick start: Sign up at core.heysol.ai
  • Self-host: Run locally with docker compose up

Own your memory. Power your agents.

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