fix: update skills and docs (#4868)
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@@ -9,8 +9,8 @@ Factory function that creates a `Mem0Provider` instance. This is the primary ent
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```typescript
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import { createMem0 } from "@mem0/vercel-ai-provider";
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const mem0 = createMem0(); // defaults: provider "openai"
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const mem0 = createMem0({ provider: "anthropic" }); // use Anthropic as LLM backend
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const mem0 = createMem0(); // defaults: provider "openai"
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const mem0 = createMem0({ provider: "anthropic" }); // use Anthropic as LLM backend
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```
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**Signature:**
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@@ -39,7 +39,7 @@ interface Mem0Provider extends ProviderV2 {
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}
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```
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- **Direct call** (`mem0("gpt-4-turbo", {...})`): creates a generic language model (neither chat nor completion mode forced).
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- **Direct call** (`mem0("gpt-5-mini", {...})`): creates a generic language model (neither chat nor completion mode forced).
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- **`chat()`**: creates a model with `modelType: "chat"` (note: in the current source, the chat constructor sets `modelType: "completion"` -- this appears to be a bug; functionally equivalent to `completion()` at present).
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- **`completion()`**: creates a model with `modelType: "completion"`.
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- **`languageModel()`**: alias for the generic model (same as direct call).
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@@ -73,7 +73,7 @@ interface Mem0ProviderSettings {
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| `provider` | Which LLM backend to use | `"openai"`, `"anthropic"`, `"google"`, `"groq"`, `"cohere"` |
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| `mem0ApiKey` | Mem0 Platform API key | `"m0-xxx"` |
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| `apiKey` | LLM provider API key | `"sk-xxx"` (OpenAI), `"sk-ant-xxx"` (Anthropic) |
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| `mem0Config` | Default Mem0 settings for all calls | `{ user_id: "alice", enable_graph: true }` |
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| `mem0Config` | Default Mem0 settings for all calls | `{ user_id: "alice" }` |
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| `config` | Provider-specific SDK settings | `{ organization: "org-xxx" }` for OpenAI |
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| `baseURL` | Override LLM provider base URL | `"https://my-proxy.example.com"` |
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@@ -85,7 +85,7 @@ A pre-configured instance using default settings (OpenAI provider, no API keys s
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import { mem0 } from "@mem0/vercel-ai-provider";
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const { text } = await generateText({
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model: mem0("gpt-4-turbo", { user_id: "alice" }),
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model: mem0("gpt-5-mini", { user_id: "alice" }),
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prompt: "Hello",
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});
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```
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@@ -102,10 +102,6 @@ interface Mem0ConfigSettings {
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app_id?: string; // Scope memories to an application
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agent_id?: string; // Scope memories to an agent
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run_id?: string; // Scope memories to a specific run/session
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org_name?: string; // Organization name (used if org_id not set)
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project_name?: string; // Project name (used if org_id not set)
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org_id?: string; // Organization ID (takes precedence over org_name)
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project_id?: string; // Project ID (takes precedence over project_name)
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metadata?: Record<string, any>; // Custom metadata attached to memories
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filters?: Record<string, any>; // Custom filters for memory search
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infer?: boolean; // Enable inference during memory operations
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@@ -113,13 +109,9 @@ interface Mem0ConfigSettings {
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page_size?: number; // Pagination: results per page
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mem0ApiKey?: string; // Mem0 API key (overrides provider-level key)
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top_k?: number; // Number of memories to retrieve (default: 5)
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threshold?: number; // Minimum similarity score for retrieval
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rerank?: boolean; // Enable re-ranking of search results
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enable_graph?: boolean; // Enable graph memory (returns relations)
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threshold?: number; // Minimum similarity score for retrieval (default: 0.1)
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rerank?: boolean; // Enable re-ranking of search results (default: false)
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host?: string; // Custom Mem0 API host (default: "https://api.mem0.ai")
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output_format?: string; // Output format version
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filter_memories?: boolean; // Enable memory filtering
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async_mode?: boolean; // Enable async processing of memory operations
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}
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```
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@@ -138,9 +130,9 @@ This means a `Mem0ChatConfig` has all fields from both `Mem0ConfigSettings` and
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Alias for `Mem0ConfigSettings`. Passed as the second argument when creating a model:
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```typescript
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mem0("gpt-4-turbo", { user_id: "alice", enable_graph: true })
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// ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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// This object is Mem0ChatSettings
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mem0("gpt-5-mini", { user_id: "alice" })
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// ^^^^^^^^^^^^^^^^^^
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// This object is Mem0ChatSettings
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```
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## `LLMProviderSettings` Type
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@@ -188,8 +180,8 @@ An alternative exported class that creates models directly without the callable-
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import { Mem0 } from "@mem0/vercel-ai-provider";
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const mem0 = new Mem0({ provider: "openai" });
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const chatModel = mem0.chat("gpt-4-turbo", { user_id: "alice" });
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const completionModel = mem0.completion("gpt-3.5-turbo-instruct");
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const chatModel = mem0.chat("gpt-5-mini", { user_id: "alice" });
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const completionModel = mem0.completion("gpt-5-mini");
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```
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The facade defaults its base URL to `"http://127.0.0.1:11434/api"` (Ollama-style) rather than `"http://api.openai.com"`. It always uses `"openai"` as the provider for created models.
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@@ -210,7 +202,7 @@ class Mem0GenericLanguageModel implements LanguageModelV2 {
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readonly supportedUrls: Record<string, RegExp[]> = { '*': [/.*/] };
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provider: string; // e.g., "openai"
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modelId: string; // e.g., "gpt-4-turbo"
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modelId: string; // e.g., "gpt-5-mini"
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settings: Mem0ChatSettings;
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config: Mem0ChatConfig;
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@@ -230,10 +222,12 @@ Both `doGenerate` and `doStream` follow the same internal flow:
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4. Delegate to the underlying model's `doGenerate` or `doStream`
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5. Return the result
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**Note:** Entity identifier fields use snake_case (`user_id`, `app_id`, `agent_id`, `run_id`) to match the Mem0 API.
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## Type: `Mem0ChatModelId`
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```typescript
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type Mem0ChatModelId = string & NonNullable<unknown>;
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```
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Any non-null string. The model ID is passed through to the underlying provider (e.g., `"gpt-4-turbo"`, `"claude-sonnet-4-20250514"`, `"gemini-pro"`).
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Any non-null string. The model ID is passed through to the underlying provider (e.g., `"gpt-5-mini"`, `"gemini-pro"`).
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