Initial commit

.dockerignore

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+# Include any files or directories that you don't want to be copied to your
+# container here (e.g., local build artifacts, temporary files, etc.).
+#
+# For more help, visit the .dockerignore file reference guide at
+# https://docs.docker.com/engine/reference/builder/#dockerignore-file
+
+**/.DS_Store
+**/__pycache__
+**/.venv
+**/.classpath
+**/.dockerignore
+**/.env
+**/.git
+**/.gitignore
+**/.project
+**/.settings
+**/.toolstarget
+**/.vs
+**/.vscode
+**/*.*proj.user
+**/*.dbmdl
+**/*.jfm
+**/bin
+**/charts
+**/docker-compose*
+**/compose*
+**/Dockerfile*
+**/node_modules
+**/npm-debug.log
+**/obj
+**/secrets.dev.yaml
+**/values.dev.yaml
+LICENSE
+README.md

.gitignore

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+
+/.vscode
+/.gitattributes
+/fastapivenv

Dockerfile

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+FROM python:3.11.7
+
+WORKDIR /app
+
+COPY ./ /app
+
+
+RUN pip install -r requirements.txt
+
+
+CMD fastapi run --reload --host=0.0.0.0 --port=7860

app.py

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+from fastapi import FastAPI
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+pipe = pipeline("text2text-generation", model="google/flan-t5-base")
+
+app = FastAPI()
+
+@app.get('/')
+def home():
+    return {"hello": "world"}
+
+@app.get('/ask')
+def ask(prompt:str):
+    result = pipe(prompt)
+    return result[0]

requirements.txt

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+fastapi[standard]
+uvicorn
+transformers
+torch