1 files changed, 23 insertions, 0 deletions
diff --git a/supplemental/search/fastembed-api/fastembed-server.py b/supplemental/search/fastembed-api/fastembed-server.py
new file mode 100644
index 000000000..dd4a7a9c8
--- /dev/null
+++ b/supplemental/search/fastembed-api/fastembed-server.py
@@ -0,0 +1,23 @@
+from fastembed import TextEmbedding
+from fastapi import FastAPI
+from pydantic import BaseModel
+
+models = {}
+
+app = FastAPI()
+
+class EmbeddingRequest(BaseModel):
+    model: str
+    input: str
+
+@app.post("/v1/embeddings")
+def embeddings(request: EmbeddingRequest):
+    model = models.get(request.model) or TextEmbedding(request.model)
+    models[request.model] = model
+    embeddings = next(model.embed(request.input)).tolist()
+    return {"data": [{"embedding": embeddings}]}
+
+if __name__ == "__main__":
+    import uvicorn
+
+    uvicorn.run(app, host="0.0.0.0", port=11345)