From 4a1c39c8a724be6fd44697a912837ca154f2aa0d Mon Sep 17 00:00:00 2001
From: Tyrin Todd <tyrin@modaic.dev>
Date: Thu, 23 Apr 2026 23:06:13 -0700
Subject: [PATCH] server-inference push medical_abstracts

---
 README.md    |  5 ++++-
 config.json  | 43 +++++++++++++++++++++++++++++++++++++++++++
 program.json | 40 ++++++++++++++++++++++++++++++++++++++++
 3 files changed, 87 insertions(+), 1 deletion(-)
 create mode 100644 config.json
 create mode 100644 program.json

diff --git a/README.md b/README.md
index e75335e..9009728 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,5 @@
-# medical_abstracts
+---
+{}
+---
 
+# medical_abstracts
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..fc2f27c
--- /dev/null
+++ b/config.json
@@ -0,0 +1,43 @@
+{
+  "model": null,
+  "signature": {
+    "description": "Classify a medical abstract into the medical condition category. As you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.",
+    "properties": {
+      "medical_abstract": {
+        "__dspy_field_type": "input",
+        "desc": "Medical abstract text.",
+        "prefix": "Medical Abstract:",
+        "title": "Medical Abstract",
+        "type": "string"
+      },
+      "reasoning": {
+        "__dspy_field_type": "output",
+        "desc": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant.",
+        "prefix": "Reasoning:",
+        "title": "Reasoning",
+        "type": "string"
+      },
+      "condition_label": {
+        "__dspy_field_type": "output",
+        "desc": "Final medical condition category label.",
+        "enum": [
+          "neoplasms",
+          "digestive system diseases",
+          "nervous system diseases",
+          "cardiovascular diseases",
+          "general pathological conditions"
+        ],
+        "prefix": "Condition Label:",
+        "title": "Condition Label",
+        "type": "string"
+      }
+    },
+    "required": [
+      "medical_abstract",
+      "reasoning",
+      "condition_label"
+    ],
+    "title": "MedicalAbstractConditionJudgeSig",
+    "type": "object"
+  }
+}
\ No newline at end of file
diff --git a/program.json b/program.json
new file mode 100644
index 0000000..570889b
--- /dev/null
+++ b/program.json
@@ -0,0 +1,40 @@
+{
+  "traces": [],
+  "train": [],
+  "demos": [],
+  "signature": {
+    "instructions": "Classify a medical abstract into the medical condition category. As you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.",
+    "fields": [
+      {
+        "prefix": "Medical Abstract:",
+        "description": "Medical abstract text."
+      },
+      {
+        "prefix": "Reasoning:",
+        "description": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant."
+      },
+      {
+        "prefix": "Condition Label:",
+        "description": "Final medical condition category label."
+      }
+    ]
+  },
+  "lm": {
+    "model": "together_ai/Qwen/Qwen2.5-7B-Instruct-Turbo",
+    "model_type": "chat",
+    "cache": true,
+    "num_retries": 3,
+    "finetuning_model": null,
+    "launch_kwargs": {},
+    "train_kwargs": {},
+    "temperature": null,
+    "max_tokens": null
+  },
+  "metadata": {
+    "dependency_versions": {
+      "python": "3.11",
+      "dspy": "3.1.3",
+      "cloudpickle": "3.1"
+    }
+  }
+}
\ No newline at end of file