diff --git a/.gitignore b/.gitignore
index d15f0d0..94b8c37 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,6 +6,7 @@ tmp
 # Poetry specific files and directories
 .poetry/
 __pypackages__/
+.venv
 
 # node.js stuff
 node_modules
diff --git a/README.md.old b/README.old.md
similarity index 100%
rename from README.md.old
rename to README.old.md
diff --git a/platform/src/bridge.ts b/platform/src/bridge.ts
index 396c451..9edd228 100644
--- a/platform/src/bridge.ts
+++ b/platform/src/bridge.ts
@@ -11,6 +11,13 @@ const py = nodecallspython.interpreter;
 // (and maybe preload some core stuff)
 export const run = async (scriptName: string, fnName: string, args: JSON) => {
   try {
+    // poetry should be configured to use a vnv in the local filesystem
+    // This makes it really easy to tell node-calls-python about the right env!
+    // TODO: Ah,not THAT easy, we need to work out the python version
+    py.addImportPath(path.resolve(".venv/lib/python3.11/site-packages"));
+
+    // TODO in dev mode I want to re-import the module every time
+    // But in prod I wanna use the cached import
     const pymodule = await py.import(
       path.resolve(`./services/${scriptName}/${scriptName}.py`),
       true
diff --git a/platform/src/middleware/services.ts b/platform/src/middleware/services.ts
index e56420e..98e6d20 100644
--- a/platform/src/middleware/services.ts
+++ b/platform/src/middleware/services.ts
@@ -6,10 +6,11 @@ import { run } from "../bridge";
 import describeModules from "../util/describe-modules";
 
 export default async (app: Elysia) => {
+  console.log("Loading routes:");
   const modules = await describeModules(path.resolve("./services"));
-
   app.group("/services", (app) => {
     modules.forEach(({ name }) => {
+      console.log(" - mounted /services/" + name);
       app.post(name, async (ctx) => {
         // Note that elysia handles json parsing for me - neat!
         const payload = ctx.body;
diff --git a/poetry.lock b/poetry.lock
index b7901df..133755d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,37 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.3.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
+    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "certifi"
@@ -110,6 +143,39 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[[package]]
+name = "exceptiongroup"
+version = "1.2.1"
+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
+]
+
+[package.extras]
+test = ["pytest (>=6)"]
+
+[[package]]
+name = "fastapi"
+version = "0.110.2"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fastapi-0.110.2-py3-none-any.whl", hash = "sha256:239403f2c0a3dda07a9420f95157a7f014ddb2b770acdbc984f9bdf3ead7afdb"},
+    {file = "fastapi-0.110.2.tar.gz", hash = "sha256:b53d673652da3b65e8cd787ad214ec0fe303cad00d2b529b86ce7db13f17518d"},
+]
+
+[package.dependencies]
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.37.2,<0.38.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "idna"
 version = "3.6"
@@ -121,6 +187,116 @@ files = [
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
+[[package]]
+name = "pydantic"
+version = "2.7.1"
+description = "Data validation using Python type hints"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pydantic-2.7.1-py3-none-any.whl", hash = "sha256:e029badca45266732a9a79898a15ae2e8b14840b1eabbb25844be28f0b33f3d5"},
+    {file = "pydantic-2.7.1.tar.gz", hash = "sha256:e9dbb5eada8abe4d9ae5f46b9939aead650cd2b68f249bb3a8139dbe125803cc"},
+]
+
+[package.dependencies]
+annotated-types = ">=0.4.0"
+pydantic-core = "2.18.2"
+typing-extensions = ">=4.6.1"
+
+[package.extras]
+email = ["email-validator (>=2.0.0)"]
+
+[[package]]
+name = "pydantic-core"
+version = "2.18.2"
+description = "Core functionality for Pydantic validation and serialization"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b3ef08e20ec49e02d5c6717a91bb5af9b20f1805583cb0adfe9ba2c6b505b5ae"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:c6fdc8627910eed0c01aed6a390a252fe3ea6d472ee70fdde56273f198938374"},
+    {file = "pydantic_core-2.18.2.tar.gz", hash = "sha256:2e29d20810dfc3043ee13ac7d9e25105799817683348823f305ab3f349b9386e"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+
 [[package]]
 name = "requests"
 version = "2.31.0"
@@ -142,6 +318,46 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
+[[package]]
+name = "starlette"
+version = "0.37.2"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "starlette-0.37.2-py3-none-any.whl", hash = "sha256:6fe59f29268538e5d0d182f2791a479a0c64638e6935d1c6989e63fb2699c6ee"},
+    {file = "starlette-0.37.2.tar.gz", hash = "sha256:9af890290133b79fc3db55474ade20f6220a364a0402e0b556e7cd5e1e093823"},
+]
+
+[package.dependencies]
+anyio = ">=3.4.0,<5"
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.11.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
+    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
+]
+
 [[package]]
 name = "urllib3"
 version = "2.1.0"
@@ -161,4 +377,4 @@ zstd = ["zstandard (>=0.18.0)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "ee7fed81cef220efc922f65299b2c6240968697a8ab9aad99eb924d83f71d2d5"
+content-hash = "5f4183cd573ef7739eb624fef9a0e3f4ee1e2364dfadd4f65b44d2419df2bb27"
diff --git a/poetry.toml b/poetry.toml
new file mode 100644
index 0000000..7e8d7ce
--- /dev/null
+++ b/poetry.toml
@@ -0,0 +1,2 @@
+# set up a .venv in this project
+virtualenvs.in-project = true
diff --git a/pyproject.toml b/pyproject.toml
index ce81955..9e50c63 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,14 +1,16 @@
 [tool.poetry]
-name = "code-generator"
+name = "apollo"
 version = "0.1.0"
 description = "A python monorepo for AI code generation"
 authors = ["Isma-Ilou Sadou <isma@openfn.org>"]
 license = "LGPLv3"
 readme = "README.md"
+package-mode = false
 
 [tool.poetry.dependencies]
 python = "^3.9"
 requests = "^2.31.0"
+fastapi = "^0.110.2"
 
 
 [build-system]
@@ -20,34 +22,34 @@ line-length = 120
 
 [tool.ruff]
 select = [
-    "E",    # pycodestyle
-    "F",    # pyflakes
-    "W",    # pycodestyle (warnings)
-    "I",    # isort
-    "N",    # pep8-naming
-    "UP",   # pyupgrade
-    "ANN",  # flake8-annotations
-    "B",    # flake8-bugbear
-    "A",    # flake8-builtins
-    "COM",  # flake8-commas
-    "C4",   # flake8-comprehensions
-    "DTZ",  # flake8-datetimez
-    "EXE",  # flake8-executable
-    "PIE",  # flake8-pie
-    "T20",  # flake8-print
-    "PT",   # flake8-pytest
-    "SIM",  # flake8-simplify
-    "ARG",  # flake8-unused-arguments
-    "PTH",  # flake8--use-pathlib
-    "ERA",  # flake8-eradicate
-    "RUF",  # ruff specific rules
-    "PL",   # pylint
+    "E",   # pycodestyle
+    "F",   # pyflakes
+    "W",   # pycodestyle (warnings)
+    "I",   # isort
+    "N",   # pep8-naming
+    "UP",  # pyupgrade
+    "ANN", # flake8-annotations
+    "B",   # flake8-bugbear
+    "A",   # flake8-builtins
+    "COM", # flake8-commas
+    "C4",  # flake8-comprehensions
+    "DTZ", # flake8-datetimez
+    "EXE", # flake8-executable
+    "PIE", # flake8-pie
+    "T20", # flake8-print
+    "PT",  # flake8-pytest
+    "SIM", # flake8-simplify
+    "ARG", # flake8-unused-arguments
+    "PTH", # flake8--use-pathlib
+    "ERA", # flake8-eradicate
+    "RUF", # ruff specific rules
+    "PL",  # pylint
 ]
 ignore = [
     "ANN101", # Missing type annotation for self in method
     "ANN204", # Missing type annotation for special method
     "ANN003", # Missing type annotation for `**kwargs`
-    "UP007", # Use `X | Y` for type annotations instead of Union
+    "UP007",  # Use `X | Y` for type annotations instead of Union
     "E501",
 ]
 line-length = 120
diff --git a/services/echo/echo.py b/services/echo/echo.py
index 2f1642b..60f816d 100644
--- a/services/echo/echo.py
+++ b/services/echo/echo.py
@@ -1,5 +1,7 @@
+from log import log
+
 # Simple python service to echo requests back to the caller
 # Used in test
 def main(x):
-  print('Echoing request')
+  log()
   return  x
\ No newline at end of file
diff --git a/services/echo/log.py b/services/echo/log.py
new file mode 100644
index 0000000..f95188e
--- /dev/null
+++ b/services/echo/log.py
@@ -0,0 +1,2 @@
+def log():
+  print('Echoing request')
\ No newline at end of file
diff --git a/services/signature_generator/__init__.py b/services/signature_generator/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/services/signature_generator/constants.py b/services/signature_generator/constants.py
new file mode 100644
index 0000000..b14d375
--- /dev/null
+++ b/services/signature_generator/constants.py
@@ -0,0 +1,9 @@
+# API Constants
+HOST = "0.0.0.0"
+PORT = 8001
+
+# Inference Endpoints
+# CODET5_ENDPOINT = "http://localhost:8002/codet5/generate_code/"
+
+# codes
+SUCCESS_CODE: int = 200
diff --git a/services/signature_generator/en_core_web_sm-3.7.1-py3-none-any.whl b/services/signature_generator/en_core_web_sm-3.7.1-py3-none-any.whl
new file mode 100644
index 0000000..f3aadfc
Binary files /dev/null and b/services/signature_generator/en_core_web_sm-3.7.1-py3-none-any.whl differ
diff --git a/services/signature_generator/models.py b/services/signature_generator/models.py
new file mode 100644
index 0000000..0db0821
--- /dev/null
+++ b/services/signature_generator/models.py
@@ -0,0 +1,39 @@
+import logging
+from typing import Union
+from fastapi import HTTPException
+
+import requests
+from pydantic import BaseModel
+
+logging.basicConfig(level=logging.INFO)
+
+# TODO - remove all the HTTP stuff from this
+class SignatureGenerator:
+    def __init__(self, endpoint_url: str):
+        self.endpoint_url = endpoint_url
+        self.logger = logging.getLogger(__name__)
+
+    def generate(self, prompt: str) -> str:
+        try:
+            headers = {"Content-Type": "application/json"}
+            data = {"prompt": prompt}
+
+            response = requests.post(self.endpoint_url, headers=headers, json=data)
+            response.raise_for_status()
+            return response.json().get("generated_code")
+        except requests.exceptions.HTTPError as e:
+            error_message = f"HTTP error occurred: {e.response.status_code}, {e.response.text}, {self.endpoint_url}"
+            self.logger.error(error_message)
+            raise HTTPException(
+                status_code=e.response.status_code, detail=error_message
+            ) from e
+        except Exception as e:
+            error_message = f"An unexpected error occurred in code gen: {e}"
+            self.logger.error(error_message)
+            raise HTTPException(status_code=500, detail=error_message)
+
+
+class SignatureInput(BaseModel):
+    open_api_spec: Union[str, dict]
+    instruction: str
+    model: str = "codet5"
diff --git a/services/signature_generator/poetry.lock b/services/signature_generator/poetry.lock
new file mode 100644
index 0000000..f185e9b
--- /dev/null
+++ b/services/signature_generator/poetry.lock
@@ -0,0 +1,1603 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
+[[package]]
+name = "anyio"
+version = "3.7.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
+
+[[package]]
+name = "black"
+version = "23.12.1"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.8"
+files = [
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+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
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+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
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+    {file = "weasel-0.3.4.tar.gz", hash = "sha256:eb16f92dc9f1a3ffa89c165e3a9acd28018ebb656e0da4da02c0d7d8ae3f6178"},
+]
+
+[package.dependencies]
+cloudpathlib = ">=0.7.0,<0.17.0"
+confection = ">=0.0.4,<0.2.0"
+packaging = ">=20.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
+requests = ">=2.13.0,<3.0.0"
+smart-open = ">=5.2.1,<7.0.0"
+srsly = ">=2.4.3,<3.0.0"
+typer = ">=0.3.0,<0.10.0"
+wasabi = ">=0.9.1,<1.2.0"
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "e03908764e5a4116e6bd1061f7ee6f71b70f087bfc81c5ff541c7990cba431de"
diff --git a/services/signature_generator/prompts.py b/services/signature_generator/prompts.py
new file mode 100644
index 0000000..1a22b5b
--- /dev/null
+++ b/services/signature_generator/prompts.py
@@ -0,0 +1,97 @@
+import copy
+
+prompts = {
+    "signature": [
+        {"role": "system", "content": "You are a JS coding assistant"},
+        {
+            "role": "user",
+            "content": """
+/*Write an Output Signature (JSDoc and function) based on OpenAPI Spec and Instruction. State is configurable, has at least a configuration and a data object. Configuration contains url, among other parameters. Below is an example*/
+### Example OpenAPI Spec:
+OpenAPI Spec:
+GET /fact
+Parameters:
+- max_length: integer
+Response 200:
+- CatFact:
+    fact: string
+    length: integer
+
+### Example Instruction:
+Create an OpenFn function that reads from the /fact endpoint
+
+### Example Output Signature:
+/**
+  * Retrieves a fact on cats and includes it in the state data.
+  * Sends a GET request to the /fact endpoint of Cat.
+  * @example
+  * getCatFact(123, callback)
+  * @function
+  * @param {{number}} max_length - Max number of facts to retrieve
+  * @param {{Function}} callback - A callback which is invoked with the resulting state at the end of this operation. Allows users to customize the resulting state. State.data includes the response from Cat.
+  * @example <caption>Get a patient by uuid</caption>
+  * getCatFact(10)
+  * @returns {{Function}} A function that updates the state with the retrieved cat fact.
+  */
+  export function getCatFact(max_length?:number, callback?: Function): Operation;
+
+===
+
+### OpenAPI Spec:
+{spec}
+
+### Instruction:
+{instruction}
+
+### Output Signature:
+======
+""",
+        },
+    ],
+    "signature_text": """/*Write an Output Signature (function and type) based on OpenAPI Spec and Instruction. Type State is configurable, has at least a configuration and a data object. Configuration contains url, among other parameters*/
+    OpenAPI Spec:
+    GET /fact
+    Parameters:
+    - max_length: integer
+    Response 200:
+    - CatFact:
+        fact: string
+        length: integer
+
+    Instruction:
+    Create an OpenFn function that reads from the /fact endpoint
+
+    Output Signature:
+    /**
+    * Retrieves a fact on cats and includes it in the state data.
+    * Sends a GET request to the /fact endpoint of Cat.
+    * @parameter callback {{Function}} - a callback which is invoked with the resulting state at the end of this operation. Allows users to customise the resulting state. State.data includes the response from Cat
+    * @returns A function that updates the state with the retrieved cat fact.
+    */
+    declare function getCatFact(callback: (fn: (inState: State) => State)): (outState: State) => State;
+    type CatFact = {{ fact: string; length: number; }};
+    type C = {{baseUrl : string;}}
+    type State<C = {{}}, D = {{}}> = {{ configuration: C; data: CatFact;}};
+    ===
+
+    OpenAPI Spec:
+    {spec}
+
+    Instruction:
+    {instruction}
+
+    Output Signature:
+    """,
+}
+
+
+def generate_prompt(prompt_name: str, **kwargs) -> str:
+    prompt_template = prompts.get(prompt_name)
+    if prompt_template is None:
+        raise ValueError(f"Prompt '{prompt_name}' not found.")
+    prompt = copy.deepcopy(prompt_template)
+    if prompt_name == "signature":
+        prompt[1]["content"] = prompt[1]["content"].format(**kwargs)
+    else:
+        prompt = prompt.format(**kwargs)
+    return prompt
diff --git a/services/signature_generator/pyproject.toml b/services/signature_generator/pyproject.toml
new file mode 100644
index 0000000..25f1d2f
--- /dev/null
+++ b/services/signature_generator/pyproject.toml
@@ -0,0 +1,25 @@
+[tool.poetry]
+name = "signature-generator"
+version = "0.1.0"
+description = ""
+authors = ["Open Function group"]
+readme = "README.md"
+package-mode = false
+
+[tool.poetry.dependencies]
+python = "^3.9"
+spacy = "^3.7.2"
+pathlib = "^1.0.1"
+en-core-web-sm = { file = "en_core_web_sm-3.7.1-py3-none-any.whl" }
+requests = "^2.31.0"
+fastapi = "^0.104.0"
+
+[tool.poetry.group.dev.dependencies]
+black = "^23.10.1"
+ruff = "^0.1.3"
+pre-commit = "^3.5.0"
+pytest = "^7.4.3"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/services/signature_generator/signature_generator.py b/services/signature_generator/signature_generator.py
new file mode 100644
index 0000000..7f94512
--- /dev/null
+++ b/services/signature_generator/signature_generator.py
@@ -0,0 +1,54 @@
+import logging
+
+# If the environment is configured by poetry, how do we manage this?
+from fastapi import APIRouter
+
+# TODO the platform should deal with logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+# from models import SignatureGenerator, SignatureInput
+# from prompts import generate_prompt
+# from utils import (
+#     extract_api_info,
+#     get_model_endpoint,
+#     parse_openapi_spec,
+#     trim_signature,
+# )
+
+#async def main(data: SignatureInput) -> dict:
+
+# Parse the incoming dict into an object that's a bit nicer to use
+# TODO surely I can automate this somehow?
+# fastapi seems to do it pretty well
+class Payload:
+  def __init__(self, dict):
+    self.model = dict['model']
+
+# So thats interesting - data comes in as a dict
+# can I make it an object?
+# I would need to parse it basically
+def main(dataDict) -> dict:
+    data = Payload(dataDict)
+    logger.info(f"Generating signature for model {data.model}")
+    # generator = SignatureGenerator(get_model_endpoint(data.model))
+    # logger.info("Parsing OpenAPI specification")
+    # parsed_spec = parse_openapi_spec(data.open_api_spec)
+    # logger.info("Extracting API information from parsed spec with provided instruction")
+    # api_info = extract_api_info(parsed_spec, data.instruction)
+    # prompt_template = "signature" if data.model == "gpt3_turbo" else "signature_text"
+    # logger.info(f"Generating {data.model} prompt for signature generation")
+    # prompt = generate_prompt(
+    #     prompt_template, spec=api_info, instruction=data.instruction
+    # )
+
+    # signature = generator.generate(prompt)[0]
+    # signature = trim_signature(signature)
+
+    # logger.info("Signature generation complete")
+    # return {"signature": signature}
+    return data
+
+
+if __name__ == "__main__":
+  main({ 'model': 'turbo' })
\ No newline at end of file
diff --git a/services/signature_generator/utils.py b/services/signature_generator/utils.py
new file mode 100644
index 0000000..fa951f8
--- /dev/null
+++ b/services/signature_generator/utils.py
@@ -0,0 +1,230 @@
+import logging
+import os
+
+import spacy
+from spacy.tokens import Doc, Token
+
+logger = logging.getLogger(__name__)
+
+# Load the English language model
+nlp = spacy.load("en_core_web_sm")
+
+
+def get_model_endpoint(model_name: str) -> str:
+    """
+    Get the endpoint for the model
+    """
+    base_url = os.getenv("INFERENCE_BASEURL", "http://localhost:8003/")
+    return f"{base_url}{model_name.lower()}/generate_code/"
+
+
+def trim_signature(signature: str) -> str:
+    end_tokens = "==="
+    if end_tokens in signature:
+        logger.info("Trimming the signature at the end token")
+        signature = signature[: signature.find(end_tokens)]
+    else:
+        logger.warning("End token not found in the signature")
+    return signature
+
+
+def extract_parameter(param: dict[str]) -> list[str]:
+    if "schema" in param and "type" in param["schema"]:
+        return {"name": param["name"], "type": param["schema"]["type"]}
+    return None
+
+
+def extract_schema(
+    response_code: str,
+    response: dict[str, any],
+    spec: dict[str, any],
+) -> dict[str]:
+    content = response.get("content")
+    if content:
+        content_type = next(iter(content.keys()))
+        schema = content[content_type].get("schema")
+        if schema:
+            schema_type, schema_object = get_schema_info(schema, spec)
+            return {
+                "status_code": response_code,
+                "content_type": content_type,
+                "schema_type": schema_type,
+                "schema_object": schema_object,
+            }
+    return None
+
+
+def get_schema_info(schema: dict[str, any], spec: dict[str, any]) -> list[dict]:
+    if "$ref" in schema:
+        schema_type = schema["$ref"].split("/")[-1]
+        properties = spec["components"]["schemas"][schema_type]["properties"]
+        return schema_type, [
+            {"name": key, "type": value["type"]} for key, value in properties.items()
+        ]
+    elif "items" in schema:
+        items = schema["items"]
+        if "$ref" in items:
+            schema_type = items["$ref"].split("/")[-1]
+            properties = spec["components"]["schemas"][schema_type]["properties"]
+            schema_type = f"list[{schema_type}]"
+            return schema_type, [
+                {"name": key, "type": value["type"]}
+                for key, value in properties.items()
+            ]
+    else:
+        schema_type = schema.get("type")
+        return schema_type, [
+            {"name": key, "type": value["type"]}
+            for key, value in schema.get("properties", {}).items()
+        ]
+
+
+def parse_openapi_spec(spec: dict[str, any]) -> list[dict]:
+    results = []
+    try:
+        for path, path_item in spec["paths"].items():
+            current_path = {"path": path, "operations": []}
+            for method, operation in path_item.items():
+                current_operation = {
+                    "method": method.upper(),
+                    "parameters": [
+                        param
+                        for param in (
+                            extract_parameter(p)
+                            for p in operation.get("parameters", [])
+                        )
+                        if param
+                    ],
+                    "responses": [
+                        extract_schema(response_code, response, spec)
+                        for response_code, response in operation.get(
+                            "responses",
+                            {},
+                        ).items()
+                        if response
+                    ],
+                }
+                current_path["operations"].append(current_operation)
+            results.append(current_path)
+    except Exception as e:
+        logger.error(f"Error occurred during parsing: {e}")
+    return results
+
+
+def lemmatize_action(action: str) -> str:
+    # Lemmatize the action to get its base form
+    doc = nlp(action)
+    return doc[0].lemma_
+
+
+def find_closest_verb(endpoint_token: Token) -> str:
+    # Iterate over the ancestors of the token (including itself) until a verb is found
+    current_token = endpoint_token
+    while current_token is not None and (
+        current_token.pos_ != "VERB" or current_token.text.lower() == "endpoint"
+    ):
+        current_token = current_token.head
+
+    # If a verb is found, return it; otherwise, return None
+    return (
+        lemmatize_action(current_token.text.lower())
+        if current_token is not None and current_token.pos_ == "VERB"
+        else None
+    )
+
+
+def find_related_verb(endpoint_token: Token, doc: Doc) -> str:
+    # Find the verb related to the endpoint by searching for the nearest verb to the endpoint
+    for token in doc:
+        if (
+            token.head == endpoint_token
+            and token.pos_ == "VERB"
+            and token.text.lower() != "endpoint"
+        ):
+            return lemmatize_action(token.text.lower())
+    return None
+
+
+def format_api_output(api_info: dict[str, any]) -> str:
+    if api_info:
+        method = api_info.get("method")
+        endpoint = api_info.get("endpoint")
+        parameters = api_info.get("parameters", [])
+        responses = api_info.get("responses", [])
+
+        formatted_output = f"{method} {endpoint}\n"
+
+        if parameters:
+            formatted_output += "    Parameters:\n"
+            for param in parameters:
+                formatted_output += f"    - {param['name']}: {param['type']}\n"
+
+        for response in responses:
+            if response:
+                status_code = response.get("status_code")
+                schema_type = response.get("schema_type")
+                schema_object = response.get("schema_object", [])
+
+                formatted_output += f"    Response {status_code}:\n"
+                formatted_output += f"    - {schema_type}:\n"
+
+                for prop in schema_object:
+                    formatted_output += f"      {prop['name']}: {prop['type']}\n"
+
+        return formatted_output
+
+    return None
+
+
+def extract_api_info(api_spec: dict, instruction: str) -> dict[str, any]:
+    doc = nlp(instruction)
+
+    # Initialize variables to store extracted information
+    endpoint = None
+    action = None
+
+    # Define mapping of action keywords to HTTP methods
+    action_method_mapping = {
+        "read": "GET",
+        "get": "GET",
+        "access": "GET",
+        "update": "PUT",
+        "create": "POST",
+        "delete": "DELETE",
+        "list": "GET",
+        "retrieve": "GET",
+        "modify": "PUT",
+        "add": "POST",
+        # Add more mappings as needed
+    }
+
+    # Iterate through tokens in the processed text
+    for token in doc:
+        # Check if the token is an endpoint
+        if token.text.startswith("/") and endpoint is None:
+            endpoint = token.text
+            # Find the related verb to the endpoint
+            action = find_closest_verb(token)
+
+    # Find the corresponding operation in the API specification
+    for endpoint_info in api_spec:
+        if "path" in endpoint_info and endpoint_info["path"] == endpoint:
+            operations = endpoint_info.get("operations", [])
+            for operation in operations:
+                method = action_method_mapping.get(action)
+                if (
+                    method
+                    and "method" in operation
+                    and operation["method"].upper() == method
+                ):
+                    api_info = {
+                        "endpoint": endpoint,
+                        "action": action,
+                        "method": method,
+                        "parameters": operation.get("parameters", []),
+                        "responses": operation.get("responses", []),
+                    }
+                    return format_api_output(api_info)
+
+    # Return None if no matching information is found
+    return None