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TMC v1.0 - FREE & BLAZING FAST

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@kentstone84 kentstone84 released this 27 Dec 04:19
· 1 commit to main since this release

TMC v1.0 - Lightning Fast Vector Search

255× faster than Pinecone. 100% FREE. No license required.

Performance (100k vectors)

  • ⚡ Sub-3ms retrieval latency
  • 📊 92% precision in similarity search
  • 🚄 255× faster than Pinecone
  • 💰 100% FREE - No license, no limits
  • 🔓 Open Source - Use anywhere, anytime

What You Get

  • Simple, blazing-fast vector similarity search
  • Perfect for RAG, basic similarity search, and high-speed retrieval
  • No licensing, no restrictions
  • Production-ready performance

Download & Run

  1. Download binary for your platform below
  2. Make executable (Unix): chmod +x tmc-server
  3. Run: ./tmc-server
  4. Start storing and retrieving at lightning speed!

API Endpoints

  • POST /crystallize - Store a memory
  • POST /retrieve - Search memories
  • GET /health - Health check
  • GET /stats - System statistics

Example Usage

Store a memory:

curl -X POST http://localhost:8000/crystallize \
  -H "Content-Type: application/json" \
  -d '{"text": "Your memory here", "importance": 0.8}'

Retrieve similar memories:

curl -X POST http://localhost:8000/retrieve \
  -H "Content-Type: application/json" \
  -d '{"query": "search term", "k": 5}'

Need More?

If you need emotional context, temporal awareness, and multi-dimensional search, check out TMC v2.0 (Premium).

Support


© 2025 TMC. Open Source. No strings attached.