upd readme
This commit is contained in:
31
README.md
31
README.md
@@ -451,37 +451,6 @@ If you find Leann useful, please cite:
|
||||
}
|
||||
```
|
||||
|
||||
## 🌍 Use Cases
|
||||
|
||||
### 💼 Enterprise RAG
|
||||
|
||||
```python
|
||||
# Handle millions of documents with limited resources
|
||||
builder = LeannBuilder(
|
||||
backend_name="diskann",
|
||||
distance_metric="cosine",
|
||||
graph_degree=64,
|
||||
memory_budget="4GB"
|
||||
)
|
||||
```
|
||||
|
||||
### 🔬 Research & Experimentation
|
||||
|
||||
```python
|
||||
# Quick prototyping with different algorithms
|
||||
for backend in ["diskann", "hnsw"]:
|
||||
searcher = LeannSearcher(index_path, backend=backend)
|
||||
evaluate_recall(searcher, queries, ground_truth)
|
||||
```
|
||||
|
||||
### 🚀 Real-time Applications
|
||||
|
||||
```python
|
||||
# Sub-second response times
|
||||
chat = LeannChat("knowledge.leann")
|
||||
response = chat.ask("What is quantum computing?")
|
||||
# Returns in <100ms with recompute mode
|
||||
```
|
||||
|
||||
## 🤝 Contributing
|
||||
|
||||
|
||||
Reference in New Issue
Block a user