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TMC v1.0 - FREE & BLAZING FAST
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
- Download binary for your platform below
- Make executable (Unix):
chmod +x tmc-server - Run:
./tmc-server - Start storing and retrieving at lightning speed!
API Endpoints
POST /crystallize- Store a memoryPOST /retrieve- Search memoriesGET /health- Health checkGET /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
- 📧 Email: kent.stone@gmail.com
- 📞 Phone: +51 945 012 953
- 🐛 Issues: https://github.com/kentstone84/Ai_Memory/issues
© 2025 TMC. Open Source. No strings attached.