Merge pull request #82 from samchon/feat/llm-3.1

LLM schema conversion layer
samchon · Nov 23, 2024 · 58f4f54 · 58f4f54
2 parents 85a6fb8 + 31692ce
commit 58f4f54
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Showing 49 changed files with 1,848 additions and 1,326 deletions.
diff --git a/README.md b/README.md
@@ -72,6 +72,7 @@ Here is an example code utilizing the `@samchon/openapi` for LLM function callin
 ```typescript
 import {
   HttpLlm,
+  IChatGptSchema,
   IHttpLlmApplication,
   IHttpLlmFunction,
   OpenApi,
@@ -95,13 +96,17 @@ const main = async (): Promise<void> => {
   // convert to emended OpenAPI document,
   // and compose LLM function calling application
   const document: OpenApi.IDocument = OpenApi.convert(swagger);
-  const application: IHttpLlmApplication = HttpLlm.application(document);
+  const application: IHttpLlmApplication<"chatgpt"> = HttpLlm.application({
+    model: "chatgpt",
+    document,
+  });
 
   // Let's imagine that LLM has selected a function to call
-  const func: IHttpLlmFunction | undefined = application.functions.find(
-    // (f) => f.name === "llm_selected_fuction_name"
-    (f) => f.path === "/bbs/articles" && f.method === "post",
-  );
+  const func: IHttpLlmFunction<IChatGptSchema.IParameters> | undefined = 
+    application.functions.find(
+      // (f) => f.name === "llm_selected_fuction_name"
+      (f) => f.path === "/bbs/articles" && f.method === "post",
+    );
   if (func === undefined) throw new Error("No matched function exists.");
 
   // actual execution is by yourself

diff --git a/examples/function-calling/arguments/chatgpt.example.input.json b/examples/function-calling/arguments/chatgpt.example.input.json
@@ -1,4 +1,4 @@
 {
-  "name": "John Doe",
-  "age": 30
+  "name": "name",
+  "age": 0
 }
diff --git a/examples/function-calling/arguments/chatgpt.sale.input.json b/examples/function-calling/arguments/chatgpt.sale.input.json
@@ -88,7 +88,7 @@
       ],
       "stocks": [
         {
-          "name": "Surface Pro 9 i3/8GB/128GB",
+          "name": "Surface Pro 9 (i3, 8GB, 128GB)",
           "price": {
             "nominal": 1000000,
             "real": 899000
@@ -110,7 +110,7 @@
           ]
         },
         {
-          "name": "Surface Pro 9 i3/16GB/256GB",
+          "name": "Surface Pro 9 (i3, 16GB, 256GB)",
           "price": {
             "nominal": 1200000,
             "real": 1099000
@@ -132,7 +132,7 @@
           ]
         },
         {
-          "name": "Surface Pro 9 i3/16GB/512GB",
+          "name": "Surface Pro 9 (i3, 16GB, 512GB)",
           "price": {
             "nominal": 1400000,
             "real": 1299000
@@ -154,7 +154,7 @@
           ]
         },
         {
-          "name": "Surface Pro 9 i5/16GB/256GB",
+          "name": "Surface Pro 9 (i5, 16GB, 256GB)",
           "price": {
             "nominal": 1500000,
             "real": 1399000
@@ -176,7 +176,7 @@
           ]
         },
         {
-          "name": "Surface Pro 9 i5/32GB/512GB",
+          "name": "Surface Pro 9 (i5, 32GB, 512GB)",
           "price": {
             "nominal": 1800000,
             "real": 1699000
@@ -198,7 +198,7 @@
           ]
         },
         {
-          "name": "Surface Pro 9 i7/16GB/512GB",
+          "name": "Surface Pro 9 (i7, 16GB, 512GB)",
           "price": {
             "nominal": 1800000,
             "real": 1699000
@@ -220,7 +220,7 @@
           ]
         },
         {
-          "name": "Surface Pro 9 i7/32GB/512GB",
+          "name": "Surface Pro 9 (i7, 32GB, 512GB)",
           "price": {
             "nominal": 2000000,
             "real": 1899000
@@ -250,7 +250,7 @@
       "options": [],
       "stocks": [
         {
-          "name": "Extended Warranty Program",
+          "name": "Surface Pro 9 Warranty",
           "price": {
             "nominal": 100000,
             "real": 89000
@@ -267,7 +267,7 @@
       "options": [],
       "stocks": [
         {
-          "name": "Magnetic Keyboard",
+          "name": "Surface Pro 9 Keyboard",
           "price": {
             "nominal": 200000,
             "real": 169000
@@ -283,10 +283,12 @@
   ],
   "tags": [
     "Surface Pro 9",
-    "laptop",
-    "tablet",
     "2-in-1",
+    "tablet",
+    "laptop",
     "Microsoft",
-    "technology"
+    "5G",
+    "detachable keyboard",
+    "touchscreen"
   ]
 }
diff --git a/examples/function-calling/arguments/gemini.example.input.json b/examples/function-calling/arguments/gemini.example.input.json
@@ -1,4 +1,4 @@
 {
   "age": 30,
-  "name": "test"
+  "name": "John"
 }