feat(deriver): Implement Baseline VOE into deriver (#62)

* initial prompts, logic

* ready for process_ai_message fn

* voe deriver logic probably mostly complete, switch to anthropic too

* docker compose working

* verbosity and fixes

* add colors

* Remove logging for debugging

* metamessage query not working

* use the right message id

* shit show status

* call sql directly

* mvp

* chore: Azure and New Mirascope

* fix check dups

* fix fn def

* code review

---------

Co-authored-by: vintro <[email protected]>

.env.template

@@ -3,11 +3,20 @@ CONNECTION_URI=postgresql+psycopg://testuser:testpwd@localhost:5432/honcho # sam
 # CONNECTION_URI=postgresql+psycopg://testuser:testpwd@database:5432/honcho # sample for docker-compose database
 
 OPENAI_API_KEY=
+ANTHROPIC_API_KEY=
+
+# Azure
+
+AZURE_OPENAI_ENDPOINT=
+AZURE_OPENAI_API_KEY=
+AZURE_OPENAI_API_VERSION=
+AZURE_OPENAI_DEPLOYMENT=
 
 # Logging 
 
 OPENTELEMETRY_ENABLED=false # Set to true to enable OpenTelemetry logging and tracing
 SENTRY_ENABLED=false # Set to true to enable Sentry logging and tracing
+LOGFIRE_TOKEN=   # optional logfire config
 
 # Auth
 

pyproject.toml

@@ -16,18 +16,17 @@ fastapi-pagination = "^0.12.24"
 pgvector = "^0.2.5"
 openai = "^1.12.0"
 sentry-sdk = "^2.3.0"
-opentelemetry-instrumentation-fastapi = "^0.44b0"
-opentelemetry-api = "^1.23.0"
-opentelemetry-sdk = "^1.23.0"
-opentelemetry-exporter-otlp = "^1.23.0"
-opentelemetry-instrumentation-sqlalchemy = "^0.44b0"
-opentelemetry-instrumentation-logging = "^0.44b0"
 greenlet = "^3.0.3"
 psycopg = {extras= ["binary"], version="^3.1.19"}
 httpx = "^0.27.0"
 uvloop = "^0.19.0"
 httptools = "^0.6.1"
-mirascope = "^0.14.0"
+mirascope = "^0.15.1"
+opentelemetry-instrumentation-fastapi = "^0.45b0"
+opentelemetry-sdk = "^1.24.0"
+opentelemetry-exporter-otlp = "^1.24.0"
+opentelemetry-instrumentation-sqlalchemy = "^0.45b0"
+opentelemetry-instrumentation-logging = "^0.45b0"
 
 [tool.ruff.lint]
 # from https://docs.astral.sh/ruff/linter/#rule-selection example

src/agent.py

@@ -1,7 +1,9 @@
+import os
 import uuid
 
 from dotenv import load_dotenv
-from mirascope.openai import OpenAICall, OpenAICallParams
+from mirascope.base import BaseConfig
+from mirascope.openai import OpenAICall, OpenAICallParams, azure_client_wrapper
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from . import crud, schemas
@@ -21,7 +23,19 @@ class Dialectic(OpenAICall):
     agent_input: str
     retrieved_facts: str
 
-    call_params = OpenAICallParams(model="gpt-4o-2024-05-13")
+    configuration = BaseConfig(
+        client_wrappers=[
+            azure_client_wrapper(
+                api_key=os.getenv("AZURE_OPENAI_API_KEY"),
+                api_version=os.getenv("AZURE_OPENAI_API_VERSION"),
+                azure_endpoint=os.getenv("AZURE_OPENAI_ENDPOINT"),
+            )
+        ]
+    )
+    call_params = OpenAICallParams(
+        model=os.getenv("AZURE_OPENAI_DEPLOYMENT"), temperature=1.2, top_p=0.5
+    )
+    # call_params = OpenAICallParams(model="gpt-4o-2024-05-13")
 
 
 async def prep_inference(