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remembra-ai/remembra

v0.8.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai ai-agents ai-memory claude developer-tools embeddings
+10 more
knowledge-graph llm mcp memory openai python self-hosted semantic-memory typescript vector-db

Summary

AI summary

Usage tracking now warns at 60%, 80%, and 95% capacity with X-Remembra-Usage-Percent header.

Full changelog

🧠 Remembra v0.8.0 — Production Ready

Semantic memory for AI agents that persists forever.

✨ What's New

🚀 Performance

  • httpx Connection Reuse — Persistent HTTP clients eliminate 100-300ms TCP+TLS overhead per operation
  • Optimized Entity Graph — Single endpoint call instead of N+1 queries

🔌 Multi-Provider Support

  • Entity Extraction — Now supports OpenAI, Anthropic, and Ollama for entity extraction
  • 6 Embedding Providers — OpenAI, Anthropic, Cohere, Voyage, Ollama, and custom endpoints

📊 Usage Tracking

  • Warning Banners — Proactive alerts at 60%, 80%, and 95% usage
  • X-Remembra-Usage-Percent — Header in all API responses

⚡ Quick Start DX

  • One-liner installcurl -fsSL https://remembra.dev/install.sh | bash
  • Zero-config Dockerdocker-compose.quickstart.yml includes Qdrant + Ollama + Remembra

🧪 Testing

  • 125 new tests — Total: 263 passed, 0 failures
  • Full coverage — Embeddings, entities, conflicts, spaces, plugins

📦 Installation

# Python
pip install remembra

# TypeScript/Node
npm install remembra

# Docker
docker pull remembra/remembra:0.8.0

🔗 Links

  • Landing: https://remembra.dev
  • Docs: https://docs.remembra.dev
  • Dashboard: https://cloud.remembra.dev
  • Discord: https://discord.gg/Bzv3JshRa3

🙏 Launch Day: March 11, 2026

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About remembra-ai/remembra

Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. 100% on LoCoMo benchmark. Self-hosted.

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Related context

Beta — feedback welcome: [email protected]