update: samples now work with new version (usemoss#23)

## Pull Request Checklist

Please ensure that your PR meets the following requirements:

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [x] I have updated the documentation (if applicable).
- [x] My code follows the style guidelines of this project.
- [x] I have performed a self-review of my own code.
- [x] I have added tests that prove my fix is effective or that my
feature works.
- [x] New and existing unit tests pass locally with my changes.

## Type of Change

- [x] Bug fix (non-breaking change which fixes an issue)
- [x] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] This change requires a documentation update

---------

Author: Billa-Man

.gitignore

@@ -4,11 +4,16 @@
 __pycache__
 node_modules/
 .env
+.env.*
 .env.local
 dist/
 .next/
 coverage/
 .venv/
 env/
 venv/
-*.log
+*.log
+
+# Claude
+*.claude/
+*CLAUDE.md

cookbook/dspy/dspy.ipynb

@@ -5,64 +5,8 @@
    "execution_count": null,
    "id": "245e75ab",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Collecting inferedge_moss\n",
-      "  Using cached inferedge_moss-1.0.0b12-py3-none-any.whl.metadata (8.6 kB)\n",
-      "Requirement already satisfied: transformers>=4.21.0 in /opt/homebrew/lib/python3.11/site-packages (from inferedge_moss) (4.57.3)\n",
-      "Requirement already satisfied: numpy>=1.26.4 in /opt/homebrew/lib/python3.11/site-packages (from inferedge_moss) (1.26.4)\n",
-      "Requirement already satisfied: typing-extensions>=4.0.0 in /Users/keshav/Library/Python/3.11/lib/python/site-packages (from inferedge_moss) (4.15.0)\n",
-      "Requirement already satisfied: httpx>=0.25.0 in /opt/homebrew/lib/python3.11/site-packages (from inferedge_moss) (0.28.1)\n",
-      "Requirement already satisfied: onnxruntime>=1.12.0 in /opt/homebrew/lib/python3.11/site-packages (from inferedge_moss) (1.23.2)\n",
-      "Collecting inferedge-moss-core==0.3.0 (from inferedge_moss)\n",
-      "  Using cached inferedge_moss_core-0.3.0-cp311-cp311-macosx_11_0_arm64.whl.metadata (2.2 kB)\n",
-      "Requirement already satisfied: anyio in /opt/homebrew/lib/python3.11/site-packages (from httpx>=0.25.0->inferedge_moss) (4.11.0)\n",
-      "Requirement already satisfied: certifi in /opt/homebrew/lib/python3.11/site-packages (from httpx>=0.25.0->inferedge_moss) (2025.10.5)\n",
-      "Requirement already satisfied: httpcore==1.* in /opt/homebrew/lib/python3.11/site-packages (from httpx>=0.25.0->inferedge_moss) (1.0.9)\n",
-      "Requirement already satisfied: idna in /opt/homebrew/lib/python3.11/site-packages (from httpx>=0.25.0->inferedge_moss) (3.11)\n",
-      "Requirement already satisfied: h11>=0.16 in /opt/homebrew/lib/python3.11/site-packages (from httpcore==1.*->httpx>=0.25.0->inferedge_moss) (0.16.0)\n",
-      "Requirement already satisfied: coloredlogs in /opt/homebrew/lib/python3.11/site-packages (from onnxruntime>=1.12.0->inferedge_moss) (15.0.1)\n",
-      "Requirement already satisfied: flatbuffers in /opt/homebrew/lib/python3.11/site-packages (from onnxruntime>=1.12.0->inferedge_moss) (25.12.19)\n",
-      "Requirement already satisfied: packaging in /Users/keshav/Library/Python/3.11/lib/python/site-packages (from onnxruntime>=1.12.0->inferedge_moss) (25.0)\n",
-      "Requirement already satisfied: protobuf in /opt/homebrew/lib/python3.11/site-packages (from onnxruntime>=1.12.0->inferedge_moss) (6.33.2)\n",
-      "Requirement already satisfied: sympy in /opt/homebrew/lib/python3.11/site-packages (from onnxruntime>=1.12.0->inferedge_moss) (1.14.0)\n",
-      "Requirement already satisfied: filelock in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (3.20.1)\n",
-      "Requirement already satisfied: huggingface-hub<1.0,>=0.34.0 in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (0.36.0)\n",
-      "Requirement already satisfied: pyyaml>=5.1 in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (6.0.3)\n",
-      "Requirement already satisfied: regex!=2019.12.17 in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (2025.11.3)\n",
-      "Requirement already satisfied: requests in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (2.32.5)\n",
-      "Requirement already satisfied: tokenizers<=0.23.0,>=0.22.0 in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (0.22.1)\n",
-      "Requirement already satisfied: safetensors>=0.4.3 in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (0.7.0)\n",
-      "Requirement already satisfied: tqdm>=4.27 in /opt/homebrew/lib/python3.11/site-packages (from transformers>=4.21.0->inferedge_moss) (4.67.1)\n",
-      "Requirement already satisfied: fsspec>=2023.5.0 in /opt/homebrew/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.34.0->transformers>=4.21.0->inferedge_moss) (2025.9.0)\n",
-      "Requirement already satisfied: hf-xet<2.0.0,>=1.1.3 in /opt/homebrew/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.34.0->transformers>=4.21.0->inferedge_moss) (1.2.0)\n",
-      "Requirement already satisfied: sniffio>=1.1 in /opt/homebrew/lib/python3.11/site-packages (from anyio->httpx>=0.25.0->inferedge_moss) (1.3.1)\n",
-      "Requirement already satisfied: humanfriendly>=9.1 in /opt/homebrew/lib/python3.11/site-packages (from coloredlogs->onnxruntime>=1.12.0->inferedge_moss) (10.0)\n",
-      "Requirement already satisfied: charset_normalizer<4,>=2 in /opt/homebrew/lib/python3.11/site-packages (from requests->transformers>=4.21.0->inferedge_moss) (3.4.4)\n",
-      "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/homebrew/lib/python3.11/site-packages (from requests->transformers>=4.21.0->inferedge_moss) (2.6.2)\n",
-      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/homebrew/lib/python3.11/site-packages (from sympy->onnxruntime>=1.12.0->inferedge_moss) (1.3.0)\n",
-      "Using cached inferedge_moss-1.0.0b12-py3-none-any.whl (21 kB)\n",
-      "Using cached inferedge_moss_core-0.3.0-cp311-cp311-macosx_11_0_arm64.whl (733 kB)\n",
-      "Installing collected packages: inferedge-moss-core, inferedge_moss\n",
-      "\u001b[2K  Attempting uninstall: inferedge-moss-core\n",
-      "\u001b[2K    Found existing installation: inferedge-moss-core 0.2.3\n",
-      "\u001b[2K    Uninstalling inferedge-moss-core-0.2.3:\n",
-      "\u001b[2K      Successfully uninstalled inferedge-moss-core-0.2.32m0/2\u001b[0m [inferedge-moss-core]\n",
-      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2/2\u001b[0m [inferedge_moss]]\n",
-      "\u001b[1A\u001b[2KSuccessfully installed inferedge-moss-core-0.3.0 inferedge_moss-1.0.0b12\n",
-      "\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m25.3\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m26.0\u001b[0m\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49m/opt/homebrew/opt/python@3.11/bin/python3.11 -m pip install --upgrade pip\u001b[0m\n",
-      "Note: you may need to restart the kernel to use updated packages.\n"
-     ]
-    }
-   ],
-   "source": [
-    "pip install inferedge_moss dspy"
-   ]
+   "outputs": [],
+   "source": "%pip install \"inferedge_moss>=1.0.0b15\" dspy"
   },
   {
    "cell_type": "code",
@@ -307,4 +251,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}

cookbook/langchain/moss_langchain.ipynb

@@ -18,9 +18,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "%pip install -qU inferedge-moss langchain langchain-openai python-dotenv"
-   ]
+   "source": "%pip install -qU \"inferedge-moss>=1.0.0b15\" langchain langchain-openai python-dotenv"
   },
   {
    "cell_type": "code",
@@ -264,4 +262,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}

cookbook/langchain/pyproject.toml

@@ -14,7 +14,7 @@ authors = [
 ]
 dependencies = [
     "langchain-core",
-    "inferedge-moss",
+    "inferedge-moss>=1.0.0b15",
     "pydantic",
 ]
 

javascript/comprehensive_sample.ts

@@ -21,12 +21,12 @@
  * npx tsx comprehensive_sample.ts
  * ```
  * 
- * @requires @inferedge/moss ^1.0.0-beta.1
+ * @requires @inferedge/moss ^1.0.0-beta.7
  * @requires dotenv ^17.2.3
  * @requires node >=16.0.0
  */
 
-import { MossClient, DocumentInfo, AddDocumentsOptions, GetDocumentsOptions } from "@inferedge/moss";
+import { MossClient, DocumentInfo } from "@inferedge/moss";
 import { config } from 'dotenv';
 
 // Load environment variables
@@ -187,8 +187,8 @@ async function comprehensiveMossExample(): Promise<void> {
 
   try {
     console.log(`\n📝 Step 1: Creating index '${indexName}' with ${documents.length} documents...`);
-    const created = await client.createIndex(indexName, documents, 'moss-minilm');
-    console.log(`Index created successfully: ${created}`);
+    const created = await client.createIndex(indexName, documents, { modelId: 'moss-minilm' });
+    console.log(`Index created successfully (job: ${created.jobId}, index: ${created.indexName}, docs: ${created.docCount})`);
 
     console.log(`\nStep 2: Retrieving index information...`);
     const indexInfo = await client.getIndex(indexName);
@@ -257,8 +257,8 @@ async function comprehensiveMossExample(): Promise<void> {
       }
     ];
 
-    const addResult = await client.addDocs(indexName, additionalDocs, { upsert: true } as AddDocumentsOptions);
-    console.log(`Added ${additionalDocs.length} additional documents: ${addResult}`);
+    const addResult = await client.addDocs(indexName, additionalDocs, { upsert: true });
+    console.log(`Added ${additionalDocs.length} additional documents (job: ${addResult.jobId}, docs: ${addResult.docCount})`);
 
     console.log(`\nStep 5: Retrieving all documents from index...`);
     const allDocs = await client.getDocs(indexName);
@@ -278,7 +278,7 @@ async function comprehensiveMossExample(): Promise<void> {
     const targetDocIds = ['tech-ai-001', 'business-data-006', 'security-cyber-008'];
     const specificDocs = await client.getDocs(indexName, {
       docIds: targetDocIds
-    } as GetDocumentsOptions);
+    });
     console.log(`Retrieved ${specificDocs.length} specific documents:`);
     specificDocs.forEach(doc => {
       const textPreview = doc.text.length > 60 ? doc.text.substring(0, 60) + '...' : doc.text;
@@ -325,7 +325,7 @@ async function comprehensiveMossExample(): Promise<void> {
     console.log(`\n🗑️  Step 9: Demonstrating document deletion...`);
     const docsToDelete = ['health-biotech-009', 'env-sustainability-010'];
     const deleteResult = await client.deleteDocs(indexName, docsToDelete);
-    console.log(`Delete operation result: ${JSON.stringify(deleteResult)}`);
+    console.log(`Delete operation result (job: ${deleteResult.jobId}, remaining docs: ${deleteResult.docCount})`);
 
     console.log(`\nStep 10: Verifying document count after deletion...`);
     const remainingDocs = await client.getDocs(indexName);

javascript/custom_embedding_sample.ts

@@ -153,7 +153,7 @@ async function main(): Promise<void> {
 		const addResult = await mossClient.addDocs(INDEX_NAME, docsWithEmbeddings, {
 			upsert: true,
 		});
-		console.log(`   ✅ Added: ${addResult.added}, Updated: ${addResult.updated}`);
+		console.log(`   ✅ Job: ${addResult.jobId}, Doc count: ${addResult.docCount}`);
 		console.log("   ⏳ Waiting 2 seconds for index to update...");
 		await new Promise((resolve) => setTimeout(resolve, 2000));
 		console.log();

javascript/package-lock.json

@@ -38,7 +38,7 @@
     "test": "echo \"Error: no test specified\" && exit 1"
   },
   "dependencies": {
-    "@inferedge/moss": "^1.0.0-beta.5",
+    "@inferedge/moss": "^1.0.0-beta.7",
     "dotenv": "^17.2.3",
     "openai": "^6.17.0"
   },

javascript/package.json

@@ -91,7 +91,7 @@ async def create_faq_index() -> None:
 
     print(f"Creating Moss index '{index_name}' with {len(documents)} FAQ entries using {model_id}...")
     created = await client.create_index(index_name, documents, model_id)
-    print("Index creation response:", created)
+    print(f"Index creation complete (job: {created.job_id}, index: {created.index_name}, docs: {created.doc_count})")
     print("FAQ index ready for use!")
 
 

livekit-moss-vercel/livekit-voice-agent/livekit-moss-agent/create_index.py

@@ -3,7 +3,7 @@ name = "livekit-voice-agent"
 version = "0.1.0"
 description = "Voice AI agent built with LiveKit Agents framework"
 readme = "README.md"
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 dependencies = [
     "livekit-agents[mcp]>=1.2.0",
     "livekit-plugins-openai>=1.0.0",
@@ -12,7 +12,7 @@ dependencies = [
     "livekit-plugins-turn-detector>=1.0.0",
     "livekit-agents[cartesia]~=1.2",
     "python-dotenv>=1.0.0",
-    "inferedge-moss",
+    "inferedge-moss>=1.0.0b15",
     "flask>=3.0.0",
     "flask-cors>=4.0.0",
     "gunicorn>=21.0.0",
@@ -62,7 +62,7 @@ all = [
 
 [tool.black]
 line-length = 100
-target-version = ["py39", "py310", "py311"]
+target-version = ["py310", "py311"]
 
 [tool.ruff]
 line-length = 100
@@ -75,7 +75,7 @@ testpaths = ["tests"]
 python_files = ["test_*.py", "*_test.py"]
 
 [tool.mypy]
-python_version = "3.9"
+python_version = "3.10"
 warn_return_any = true
 warn_unused_configs = true
 ignore_missing_imports = true