ng-ai-riding-an-llphant-an-open-source-library-to-use-llms-and-vector-dbs-in-php/272059145#1|Exploring AI riding an LLPhant - An Open Source Library to use LLMs and vector DBs in PHP]] (slide, juillet 2023... nteractions avec l'utilisateur ''clarify'', ''ask_user''.
===== À quoi ça sert ? =====
==== Agent de... oment
* ...
^ Agent ^ Github ⭐ ^ Primary use ^
| Agent Zero | 17.2k | General-purpose autonomo
27.0.0.1:6274,http://localhost:6274" \
-v /home/user/dev/mbox-mcp:/mcp \
-v /home/user/dev/mbox-mcp/data:/mcp-data \
cyrille37/mcp-inspector
</code>
... e projet Php+composer est dans le dossier ''/home/user/dev/mbox-mcp''.
* Le point d'entrée sur mcp est ''/home/user/dev/mbox-mcp/bin/mbox-mcp.php''
* Les datas né
.pt'' sur 1521 tuiles de 640 pixels:
^ ^ real ^ user ^ sys ^
| CUDA RTX 3060 | 0m25,625s | 0m22,140s ... ec CPU i7-1360P 13thGen
real 0m47,583s, 0m32,031s
user 0m0,112s, 0m0,110s
sys 0m0,025s, 0m0,025s
Avec RTX 3060
real 0m5,929s, 0m3,367s
user 0m0,099s, 0m0,104s
sys 0m0,027s, 0m0,027s
</code... mproj-F16.gguf -ngl 20
real 0m39,938s, 0m45,901s
user 0m0,116s, 0m0,105s
sys 0m0,024s, 0m0,027s
</code
of milliseconds.
* One of the easiest ways to use ColBERT in applications nowadays is the semi-offi... LLM generates a more abstract query; both queries used for retrieval across all tree levels
- Confide... tence Transformers =====
https://www.sbert.net/
used to compute embeddings using Sentence Transformer