runpod serverless ollama - WIP

6 files changed, 2992 insertions, 0 deletions

diff --git a/runpod/Dockerfile b/runpod/Dockerfile
new file mode 100644
index 0000000..0e047a7
--- /dev/null
+++ b/runpod/Dockerfile
@@ -0,0 +1,33 @@
+FROM ollama/ollama:0.1.23 as python-base
+ENV PYTHONUNBUFFERED=1 \
+    PYTHONDONTWRITEBYTECODE=1 \
+    PIP_NO_CACHE_DIR=off \
+    PIP_DISABLE_PIP_VERSION_CHECK=on \
+    PIP_DEFAULT_TIMEOUT=100 \
+    POETRY_HOME="/poetry" \
+    POETRY_VIRTUALENVS_IN_PROJECT=true \
+    POETRY_NO_INTERACTION=1 \
+    PYSETUP_PATH="/app" \
+    VENV_PATH="/app/.venv"
+ENV PATH="$POETRY_HOME/bin:$VENV_PATH/bin:$PATH"
+
+FROM python-base as builder-base
+ENV POETRY_VERSION=1.7.1
+RUN apt update && apt install -y --no-install-recommends curl build-essential python3 python3-pip
+RUN curl -sSL https://install.python-poetry.org | python3 -
+WORKDIR $PYSETUP_PATH
+COPY ./pyproject.toml ./
+COPY ./poetry.lock ./
+RUN poetry install --no-dev
+
+FROM alpine:3.18 AS certbuilder
+RUN apk add openssl
+WORKDIR /certs
+RUN openssl req -nodes -new -x509 -subj="/C=US/ST=Denial/L=springfield/O=Dis/CN=localhost" -keyout server.key -out server.cert
+
+FROM python-base as production
+COPY --from=certbuilder /certs/ /certs
+COPY --from=builder-base $VENV_PATH $VENV_PATH
+COPY ./main.py $PYSETUP_PATH/main.py
+COPY ./docker-entrypoint.sh /app/docker-entrypoint.sh
+ENTRYPOINT ["/app/docker-entrypoint.sh"]
diff --git a/runpod/docker-entrypoint.sh b/runpod/docker-entrypoint.sh
new file mode 100755
index 0000000..a11262d
--- /dev/null
+++ b/runpod/docker-entrypoint.sh
@@ -0,0 +1,6 @@
+#!/usr/bin/env sh
+
+ollama serve 2>&1 | tee /var/log/ollama.log &
+ollama pull mistral
+
+python3 /app/main.py
diff --git a/runpod/main.py b/runpod/main.py
new file mode 100755
index 0000000..ae12ba4
--- /dev/null
+++ b/runpod/main.py
@@ -0,0 +1,32 @@
+#!/usr/bin/env python
+"""ollama-runpod endpoint"""
+
+
+import runpod
+import requests
+
+
+def ollama(job):
+    """the endpoint handler"""
+    headers = {"Content-Type": "application/json"}
+    data = {
+        "model": job["model"],
+        "system": job["prompt_system"],
+        "prompt": job["prompt_user"] + job["content"],
+        "stream": False,
+        "format": "json",
+        "options": {
+            "temperature": job["temp"],
+        },
+    }
+
+    response = requests.post(
+        "http://127.0.0.1:11434/api/generate", data=data, headers=headers, timeout=10
+    )
+
+    return response
+
+
+def main() -> None:
+    """entrypoint"""
+    runpod.serverless({"handler": ollama})
diff --git a/runpod/poetry.lock b/runpod/poetry.lock
new file mode 100644
index 0000000..2e40ef6
--- /dev/null
+++ b/runpod/poetry.lock
@@ -0,0 +1,2890 @@
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
+[[package]]
+name = "aiodns"
+version = "3.2.0"
+description = "Simple DNS resolver for asyncio"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "aiodns-3.2.0-py3-none-any.whl", hash = "sha256:e443c0c27b07da3174a109fd9e736d69058d808f144d3c9d56dbd1776964c5f5"},
+    {file = "aiodns-3.2.0.tar.gz", hash = "sha256:62869b23409349c21b072883ec8998316b234c9a9e36675756e8e317e8768f72"},
+]
+
+[package.dependencies]
+pycares = ">=4.0.0"
+
+[[package]]
+name = "aiohttp"
+version = "3.9.3"
+description = "Async http client/server framework (asyncio)"
+category = "main"
+optional = false
+python-versions = ">=3.8"
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+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "a9521f61167a4dacb28f746ae1ca90e0fd5270e94c0844083e7f1f80ed7eed49"
diff --git a/runpod/pyproject.toml b/runpod/pyproject.toml
new file mode 100644
index 0000000..e1e531b
--- /dev/null
+++ b/runpod/pyproject.toml
@@ -0,0 +1,25 @@
+[tool.poetry]
+name = "ollama-runpod"
+version = "0.1.0"
+description = ""
+authors = ["terminaldweller <devi@terminaldweller.com>"]
+license = "GPL-3.0"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.10"
+runpod = "^1.6.0"
+requests = "^2.31.0"
+
+[tool.poetry.group.dev.dependencies]
+black = "^24.1.1"
+ruff = "^0.2.0"
+mypy = "^1.8.0"
+pylint = "^3.0.3"
+bandit = "^1.7.7"
+openai = "^1.11.1"
+types-requests = "^2.31.0.20240125"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/runpod/test.sh b/runpod/test.sh
new file mode 100755
index 0000000..fc725ab
--- /dev/null
+++ b/runpod/test.sh
@@ -0,0 +1,6 @@
+#!/usr/bin/env sh
+
+curl -X POST https://api.runpod.ai/v2/y7s1hikgduedkr/run \
+  -H 'Content-Type: application/json' \
+  -H 'Authorization: Bearer XXX' \
+  -d '{"model": "mistral", "prompt_user": "ping", "temp": 0.2}'