AI & ML interests

Building the futur of AgentOps

Recent Activity

PLBĀ  updated a model 8 months ago
phospho-app/phospho-small-74095b0
PLBĀ  updated a model 8 months ago
phospho-app/phospho-small-bfbe72e
PLBĀ  updated a model 8 months ago
phospho-app/phospho-small-603d58d
View all activity

phospho-app's activity

PLBĀ 
posted an update about 2 months ago
view post
Post
1865
āš ļø People selling AI chatbots for websites hate us.
Add an open source chat assistant on your website in 5 minutes: https://github.com/phospho-app/ai-chat-bubble

How does it work ?
- You give an URL
- The AI assistant crawls the website content and embed it
- Add it to your frontend in one line of code
- People on your website can ask the assistant questions

Powered by BAAI/bge-small-en-v1.5 and Mistral AI
Ā·
PLBĀ 
posted an update 3 months ago
view post
Post
377
šŸ“ˆ Increase the quality of your RAG with a simple Linear Layer! No need to change your embedding model (keep that old OpenAI API).

Introducing EmbeddingAlign RAG, a novel approach to improve Retrieval-Augmented Generation (RAG) systems.

Key highlights:
- Uses a simple linear transformation on existing embeddings
- Boosts hit rate from 89% to 95% on real-world examples
- Minor increase on latency (less than 10ms)
- Works on top of blackbox embedding models (Mistral AI, OpenAI, Cohere,...)
- No dataset needed (just your documents)
- Train easily on CPU

šŸ¤— Read the full article here on HF: https://huggingface.co/blog/PLB/embedding-align-rag
  • 2 replies
Ā·
PLBĀ 
updated 17 models 8 months ago