From 75482fdb29fe300bd56219803d1e976b31db2f36 Mon Sep 17 00:00:00 2001 From: Antaripa Saha Date: Tue, 1 Jul 2025 13:51:53 +0530 Subject: [PATCH] Docs SOC2 and HIPAA update (#3075) --- docs/_snippets/security-compliance.mdx | 3 +++ docs/api-reference.mdx | 2 +- docs/changelog.mdx | 2 +- docs/components/embedders/config.mdx | 2 +- docs/components/embedders/overview.mdx | 2 +- docs/components/llms/config.mdx | 2 +- docs/components/llms/models/anthropic.mdx | 4 ++-- docs/components/llms/models/aws_bedrock.mdx | 2 +- docs/components/llms/models/azure_openai.mdx | 2 +- docs/components/llms/models/deepseek.mdx | 2 +- docs/components/llms/models/gemini.mdx | 2 +- docs/components/llms/models/google_AI.mdx | 2 +- docs/components/llms/models/groq.mdx | 2 +- docs/components/llms/models/langchain.mdx | 2 +- docs/components/llms/models/litellm.mdx | 2 +- docs/components/llms/models/lmstudio.mdx | 2 +- docs/components/llms/models/mistral_AI.mdx | 2 +- docs/components/llms/models/ollama.mdx | 2 +- docs/components/llms/models/openai.mdx | 2 +- docs/components/llms/models/sarvam.mdx | 2 +- docs/components/llms/models/together.mdx | 2 +- docs/components/llms/models/vllm.mdx | 2 +- docs/components/llms/models/xAI.mdx | 2 +- docs/components/llms/overview.mdx | 2 +- docs/components/vectordbs/config.mdx | 2 +- docs/components/vectordbs/overview.mdx | 2 +- docs/contributing/development.mdx | 2 +- docs/contributing/documentation.mdx | 2 +- docs/core-concepts/memory-operations.mdx | 2 +- docs/core-concepts/memory-operations/add.mdx | 2 ++ docs/core-concepts/memory-operations/delete.mdx | 2 ++ docs/core-concepts/memory-operations/search.mdx | 2 ++ docs/core-concepts/memory-operations/update.mdx | 2 ++ docs/core-concepts/memory-types.mdx | 2 +- docs/examples.mdx | 2 +- docs/examples/ai_companion.mdx | 2 +- docs/examples/ai_companion_js.mdx | 2 +- docs/examples/aws_example.mdx | 2 +- docs/examples/chrome-extension.mdx | 2 +- docs/examples/collaborative-task-agent.mdx | 2 +- docs/examples/customer-support-agent.mdx | 2 +- docs/examples/document-writing.mdx | 2 +- docs/examples/eliza_os.mdx | 2 +- docs/examples/email_processing.mdx | 2 +- docs/examples/llama-index-mem0.mdx | 2 +- docs/examples/mem0-agentic-tool.mdx | 2 +- docs/examples/mem0-demo.mdx | 2 +- docs/examples/mem0-google-adk-healthcare-assistant.mdx | 2 +- docs/examples/mem0-mastra.mdx | 2 +- docs/examples/mem0-openai-voice-demo.mdx | 2 +- docs/examples/mem0-with-ollama.mdx | 2 +- docs/examples/multimodal-demo.mdx | 2 +- docs/examples/openai-inbuilt-tools.mdx | 2 +- docs/examples/personal-ai-tutor.mdx | 2 +- docs/examples/personal-travel-assistant.mdx | 2 +- docs/examples/personalized-deep-research.mdx | 2 +- docs/examples/youtube-assistant.mdx | 2 +- docs/faqs.mdx | 2 +- docs/features.mdx | 2 +- docs/integrations.mdx | 2 +- docs/integrations/agentops.mdx | 2 +- docs/integrations/agno.mdx | 2 +- docs/integrations/autogen.mdx | 2 +- docs/integrations/crewai.mdx | 2 +- docs/integrations/dify.mdx | 2 +- docs/integrations/elevenlabs.mdx | 2 +- docs/integrations/flowise.mdx | 2 +- docs/integrations/keywords.mdx | 2 +- docs/integrations/langchain-tools.mdx | 2 +- docs/integrations/langchain.mdx | 2 +- docs/integrations/langgraph.mdx | 2 +- docs/integrations/livekit.mdx | 2 +- docs/integrations/llama-index.mdx | 2 +- docs/integrations/mastra.mdx | 2 +- docs/integrations/mcp-server.mdx | 2 +- docs/integrations/multion.mdx | 2 +- docs/integrations/pipecat.mdx | 2 +- docs/integrations/raycast.mdx | 4 ++-- docs/integrations/vercel-ai-sdk.mdx | 2 +- docs/open-source/features/async-memory.mdx | 2 ++ docs/open-source/features/custom-fact-extraction-prompt.mdx | 2 +- docs/open-source/features/custom-update-memory-prompt.mdx | 2 +- docs/open-source/features/multimodal-support.mdx | 2 +- docs/open-source/features/openai_compatibility.mdx | 2 +- docs/open-source/features/rest-api.mdx | 2 ++ docs/open-source/graph_memory/features.mdx | 2 +- docs/open-source/graph_memory/overview.mdx | 2 +- docs/open-source/multimodal-support.mdx | 2 +- docs/open-source/node-quickstart.mdx | 2 +- docs/open-source/overview.mdx | 2 +- docs/open-source/python-quickstart.mdx | 2 +- docs/openmemory/integrations.mdx | 2 ++ docs/openmemory/overview.mdx | 2 +- docs/openmemory/quickstart.mdx | 2 +- docs/overview.mdx | 5 +---- docs/platform/features/advanced-retrieval.mdx | 2 +- docs/platform/features/async-client.mdx | 2 +- docs/platform/features/contextual-add.mdx | 2 +- docs/platform/features/criteria-retrieval.mdx | 2 +- docs/platform/features/custom-categories.mdx | 2 +- docs/platform/features/custom-instructions.mdx | 2 +- docs/platform/features/direct-import.mdx | 2 +- docs/platform/features/expiration-date.mdx | 2 +- docs/platform/features/feedback-mechanism.mdx | 2 +- docs/platform/features/graph-memory.mdx | 2 +- docs/platform/features/memory-export.mdx | 2 +- docs/platform/features/multimodal-support.mdx | 2 +- docs/platform/features/platform-overview.mdx | 2 +- docs/platform/features/selective-memory.mdx | 2 +- docs/platform/features/timestamp.mdx | 2 +- docs/platform/features/webhooks.mdx | 2 +- docs/platform/overview.mdx | 2 +- docs/platform/quickstart.mdx | 2 +- docs/quickstart.mdx | 2 +- docs/what-is-mem0.mdx | 1 + 115 files changed, 126 insertions(+), 111 deletions(-) create mode 100644 docs/_snippets/security-compliance.mdx diff --git a/docs/_snippets/security-compliance.mdx b/docs/_snippets/security-compliance.mdx new file mode 100644 index 00000000..c416eb74 --- /dev/null +++ b/docs/_snippets/security-compliance.mdx @@ -0,0 +1,3 @@ + + 🔐 Mem0 is now SOC 2 and HIPAA compliant! We're committed to the highest standards of data security and privacy, enabling secure memory for enterprises, healthcare, and beyond. + diff --git a/docs/api-reference.mdx b/docs/api-reference.mdx index ef01d747..2c93b1de 100644 --- a/docs/api-reference.mdx +++ b/docs/api-reference.mdx @@ -4,7 +4,7 @@ icon: "info" iconType: "solid" --- - + Mem0 provides a powerful set of APIs that allow you to integrate advanced memory management capabilities into your applications. Our APIs are designed to be intuitive, efficient, and scalable, enabling you to create, retrieve, update, and delete memories across various entities such as users, agents, apps, and runs. diff --git a/docs/changelog.mdx b/docs/changelog.mdx index 9fbb7572..70cd6d54 100644 --- a/docs/changelog.mdx +++ b/docs/changelog.mdx @@ -3,7 +3,7 @@ title: "Product Updates" mode: "wide" --- - + diff --git a/docs/components/embedders/config.mdx b/docs/components/embedders/config.mdx index a8884c32..a9639ba7 100644 --- a/docs/components/embedders/config.mdx +++ b/docs/components/embedders/config.mdx @@ -4,7 +4,7 @@ icon: "gear" iconType: "solid" --- - + Config in mem0 is a dictionary that specifies the settings for your embedding models. It allows you to customize the behavior and connection details of your chosen embedder. diff --git a/docs/components/embedders/overview.mdx b/docs/components/embedders/overview.mdx index 22f7308e..92ee6231 100644 --- a/docs/components/embedders/overview.mdx +++ b/docs/components/embedders/overview.mdx @@ -4,7 +4,7 @@ icon: "info" iconType: "solid" --- - + Mem0 offers support for various embedding models, allowing users to choose the one that best suits their needs. diff --git a/docs/components/llms/config.mdx b/docs/components/llms/config.mdx index 22464b6e..39e65322 100644 --- a/docs/components/llms/config.mdx +++ b/docs/components/llms/config.mdx @@ -4,7 +4,7 @@ icon: "gear" iconType: "solid" --- - + ## How to define configurations? diff --git a/docs/components/llms/models/anthropic.mdx b/docs/components/llms/models/anthropic.mdx index db7ed3d0..dc6fbe99 100644 --- a/docs/components/llms/models/anthropic.mdx +++ b/docs/components/llms/models/anthropic.mdx @@ -2,9 +2,9 @@ title: Anthropic --- - + -To use anthropic's models, please set the `ANTHROPIC_API_KEY` which you find on their [Account Settings Page](https://console.anthropic.com/account/keys). +To use Anthropic's models, please set the `ANTHROPIC_API_KEY` which you find on their [Account Settings Page](https://console.anthropic.com/account/keys). ## Usage diff --git a/docs/components/llms/models/aws_bedrock.mdx b/docs/components/llms/models/aws_bedrock.mdx index f0ff0a75..ac513b79 100644 --- a/docs/components/llms/models/aws_bedrock.mdx +++ b/docs/components/llms/models/aws_bedrock.mdx @@ -2,7 +2,7 @@ title: AWS Bedrock --- - + ### Setup - Before using the AWS Bedrock LLM, make sure you have the appropriate model access from [Bedrock Console](https://us-east-1.console.aws.amazon.com/bedrock/home?region=us-east-1#/modelaccess). diff --git a/docs/components/llms/models/azure_openai.mdx b/docs/components/llms/models/azure_openai.mdx index ac5aadae..1f6eae76 100644 --- a/docs/components/llms/models/azure_openai.mdx +++ b/docs/components/llms/models/azure_openai.mdx @@ -2,7 +2,7 @@ title: Azure OpenAI --- - + Mem0 Now Supports Azure OpenAI Models in TypeScript SDK diff --git a/docs/components/llms/models/deepseek.mdx b/docs/components/llms/models/deepseek.mdx index 56fc7f42..14fd967c 100644 --- a/docs/components/llms/models/deepseek.mdx +++ b/docs/components/llms/models/deepseek.mdx @@ -2,7 +2,7 @@ title: DeepSeek --- - + To use DeepSeek LLM models, you have to set the `DEEPSEEK_API_KEY` environment variable. You can also optionally set `DEEPSEEK_API_BASE` if you need to use a different API endpoint (defaults to "https://api.deepseek.com"). diff --git a/docs/components/llms/models/gemini.mdx b/docs/components/llms/models/gemini.mdx index 89b576f9..fe45187d 100644 --- a/docs/components/llms/models/gemini.mdx +++ b/docs/components/llms/models/gemini.mdx @@ -2,7 +2,7 @@ title: Gemini --- - + To use the Gemini model, set the `GEMINI_API_KEY` environment variable. You can obtain the Gemini API key from [Google AI Studio](https://aistudio.google.com/app/apikey). diff --git a/docs/components/llms/models/google_AI.mdx b/docs/components/llms/models/google_AI.mdx index a3ed2393..4c8966f8 100644 --- a/docs/components/llms/models/google_AI.mdx +++ b/docs/components/llms/models/google_AI.mdx @@ -2,7 +2,7 @@ title: Google AI --- - + To use Google AI model, you have to set the `GOOGLE_API_KEY` environment variable. You can obtain the Google API key from the [Google Maker Suite](https://makersuite.google.com/app/apikey) diff --git a/docs/components/llms/models/groq.mdx b/docs/components/llms/models/groq.mdx index 556ac763..a4677da8 100644 --- a/docs/components/llms/models/groq.mdx +++ b/docs/components/llms/models/groq.mdx @@ -2,7 +2,7 @@ title: Groq --- - + [Groq](https://groq.com/) is the creator of the world's first Language Processing Unit (LPU), providing exceptional speed performance for AI workloads running on their LPU Inference Engine. diff --git a/docs/components/llms/models/langchain.mdx b/docs/components/llms/models/langchain.mdx index 8f5744ac..b5d0f321 100644 --- a/docs/components/llms/models/langchain.mdx +++ b/docs/components/llms/models/langchain.mdx @@ -2,7 +2,7 @@ title: LangChain --- - + Mem0 supports LangChain as a provider to access a wide range of LLM models. LangChain is a framework for developing applications powered by language models, making it easy to integrate various LLM providers through a consistent interface. diff --git a/docs/components/llms/models/litellm.mdx b/docs/components/llms/models/litellm.mdx index 4d6caa6f..4e860423 100644 --- a/docs/components/llms/models/litellm.mdx +++ b/docs/components/llms/models/litellm.mdx @@ -1,4 +1,4 @@ - + [Litellm](https://litellm.vercel.app/docs/) is compatible with over 100 large language models (LLMs), all using a standardized input/output format. You can explore the [available models](https://litellm.vercel.app/docs/providers) to use with Litellm. Ensure you set the `API_KEY` for the model you choose to use. diff --git a/docs/components/llms/models/lmstudio.mdx b/docs/components/llms/models/lmstudio.mdx index fa3b2347..afbc4278 100644 --- a/docs/components/llms/models/lmstudio.mdx +++ b/docs/components/llms/models/lmstudio.mdx @@ -2,7 +2,7 @@ title: LM Studio --- - + To use LM Studio with Mem0, you'll need to have LM Studio running locally with its server enabled. LM Studio provides a way to run local LLMs with an OpenAI-compatible API. diff --git a/docs/components/llms/models/mistral_AI.mdx b/docs/components/llms/models/mistral_AI.mdx index 855ccaef..c8060e82 100644 --- a/docs/components/llms/models/mistral_AI.mdx +++ b/docs/components/llms/models/mistral_AI.mdx @@ -2,7 +2,7 @@ title: Mistral AI --- - + To use mistral's models, please obtain the Mistral AI api key from their [console](https://console.mistral.ai/). Set the `MISTRAL_API_KEY` environment variable to use the model as given below in the example. diff --git a/docs/components/llms/models/ollama.mdx b/docs/components/llms/models/ollama.mdx index 8eb14e3f..e3629bf0 100644 --- a/docs/components/llms/models/ollama.mdx +++ b/docs/components/llms/models/ollama.mdx @@ -1,4 +1,4 @@ - + You can use LLMs from Ollama to run Mem0 locally. These [models](https://ollama.com/search?c=tools) support tool support. diff --git a/docs/components/llms/models/openai.mdx b/docs/components/llms/models/openai.mdx index 44e4e3d3..b2eaa636 100644 --- a/docs/components/llms/models/openai.mdx +++ b/docs/components/llms/models/openai.mdx @@ -2,7 +2,7 @@ title: OpenAI --- - + To use OpenAI LLM models, you have to set the `OPENAI_API_KEY` environment variable. You can obtain the OpenAI API key from the [OpenAI Platform](https://platform.openai.com/account/api-keys). diff --git a/docs/components/llms/models/sarvam.mdx b/docs/components/llms/models/sarvam.mdx index daaa0363..b6ab658e 100644 --- a/docs/components/llms/models/sarvam.mdx +++ b/docs/components/llms/models/sarvam.mdx @@ -2,7 +2,7 @@ title: Sarvam AI --- - + **Sarvam AI** is an Indian AI company developing language models with a focus on Indian languages and cultural context. Their latest model **Sarvam-M** is designed to understand and generate content in multiple Indian languages while maintaining high performance in English. diff --git a/docs/components/llms/models/together.mdx b/docs/components/llms/models/together.mdx index 2cbca70d..4c01bba9 100644 --- a/docs/components/llms/models/together.mdx +++ b/docs/components/llms/models/together.mdx @@ -1,4 +1,4 @@ - + To use TogetherAI LLM models, you have to set the `TOGETHER_API_KEY` environment variable. You can obtain the TogetherAI API key from their [Account settings page](https://api.together.xyz/settings/api-keys). diff --git a/docs/components/llms/models/vllm.mdx b/docs/components/llms/models/vllm.mdx index e26a8211..c690ce73 100644 --- a/docs/components/llms/models/vllm.mdx +++ b/docs/components/llms/models/vllm.mdx @@ -2,7 +2,7 @@ title: vLLM --- - + [vLLM](https://docs.vllm.ai/) is a high-performance inference engine for large language models that provides significant performance improvements for local inference. It's designed to maximize throughput and memory efficiency for serving LLMs. diff --git a/docs/components/llms/models/xAI.mdx b/docs/components/llms/models/xAI.mdx index 6b267e25..5938dd7a 100644 --- a/docs/components/llms/models/xAI.mdx +++ b/docs/components/llms/models/xAI.mdx @@ -2,7 +2,7 @@ title: xAI --- - + [xAI](https://x.ai/) is a new AI company founded by Elon Musk that develops large language models, including Grok. Grok is trained on real-time data from X (formerly Twitter) and aims to provide accurate, up-to-date responses with a touch of wit and humor. diff --git a/docs/components/llms/overview.mdx b/docs/components/llms/overview.mdx index 41b5fd8c..e43eafe0 100644 --- a/docs/components/llms/overview.mdx +++ b/docs/components/llms/overview.mdx @@ -4,7 +4,7 @@ icon: "info" iconType: "solid" --- - + Mem0 includes built-in support for various popular large language models. Memory can utilize the LLM provided by the user, ensuring efficient use for specific needs. diff --git a/docs/components/vectordbs/config.mdx b/docs/components/vectordbs/config.mdx index abe9647e..d4dcc4d0 100644 --- a/docs/components/vectordbs/config.mdx +++ b/docs/components/vectordbs/config.mdx @@ -4,7 +4,7 @@ icon: "gear" iconType: "solid" --- - + ## How to define configurations? diff --git a/docs/components/vectordbs/overview.mdx b/docs/components/vectordbs/overview.mdx index 3309b7a4..808e0958 100644 --- a/docs/components/vectordbs/overview.mdx +++ b/docs/components/vectordbs/overview.mdx @@ -4,7 +4,7 @@ icon: "info" iconType: "solid" --- - + Mem0 includes built-in support for various popular databases. Memory can utilize the database provided by the user, ensuring efficient use for specific needs. diff --git a/docs/contributing/development.mdx b/docs/contributing/development.mdx index 5bcbc918..a7f04b67 100644 --- a/docs/contributing/development.mdx +++ b/docs/contributing/development.mdx @@ -3,7 +3,7 @@ title: Development icon: "code" --- - + # Development Contributions diff --git a/docs/contributing/documentation.mdx b/docs/contributing/documentation.mdx index e3dcb19d..4f8495cd 100644 --- a/docs/contributing/documentation.mdx +++ b/docs/contributing/documentation.mdx @@ -3,7 +3,7 @@ title: Documentation icon: "book" --- - + # Documentation Contributions diff --git a/docs/core-concepts/memory-operations.mdx b/docs/core-concepts/memory-operations.mdx index 804c3b99..19b4c531 100644 --- a/docs/core-concepts/memory-operations.mdx +++ b/docs/core-concepts/memory-operations.mdx @@ -5,7 +5,7 @@ icon: "gear" iconType: "solid" --- - + Mem0 provides two core operations for managing memories in AI applications: adding new memories and searching existing ones. This guide covers how these operations work and how to use them effectively in your application. diff --git a/docs/core-concepts/memory-operations/add.mdx b/docs/core-concepts/memory-operations/add.mdx index d0a8b849..4e34dccb 100644 --- a/docs/core-concepts/memory-operations/add.mdx +++ b/docs/core-concepts/memory-operations/add.mdx @@ -5,6 +5,8 @@ icon: "plus" iconType: "solid" --- + + ## Overview The `add` operation is how you store memory into Mem0. Whether you're working with a chatbot, a voice assistant, or a multi-agent system, this is the entry point to create long-term memory. diff --git a/docs/core-concepts/memory-operations/delete.mdx b/docs/core-concepts/memory-operations/delete.mdx index bdfd3563..db357454 100644 --- a/docs/core-concepts/memory-operations/delete.mdx +++ b/docs/core-concepts/memory-operations/delete.mdx @@ -5,6 +5,8 @@ icon: "trash" iconType: "solid" --- + + ## Overview Memories can become outdated, irrelevant, or need to be removed for privacy or compliance reasons. Mem0 offers flexible ways to delete memory: diff --git a/docs/core-concepts/memory-operations/search.mdx b/docs/core-concepts/memory-operations/search.mdx index 496c1eb0..cc10d33a 100644 --- a/docs/core-concepts/memory-operations/search.mdx +++ b/docs/core-concepts/memory-operations/search.mdx @@ -5,6 +5,8 @@ icon: "magnifying-glass" iconType: "solid" --- + + ## Overview The `search` operation allows you to retrieve relevant memories based on a natural language query and optional filters like user ID, agent ID, categories, and more. This is the foundation of giving your agents memory-aware behavior. diff --git a/docs/core-concepts/memory-operations/update.mdx b/docs/core-concepts/memory-operations/update.mdx index 94d22c3a..19349927 100644 --- a/docs/core-concepts/memory-operations/update.mdx +++ b/docs/core-concepts/memory-operations/update.mdx @@ -5,6 +5,8 @@ icon: "pencil" iconType: "solid" --- + + ## Overview User preferences, interests, and behaviors often evolve over time. The `update` operation lets you revise a stored memory, whether it's updating facts and memories, rephrasing a message, or enriching metadata. diff --git a/docs/core-concepts/memory-types.mdx b/docs/core-concepts/memory-types.mdx index fa63a0e5..9aa4c6fb 100644 --- a/docs/core-concepts/memory-types.mdx +++ b/docs/core-concepts/memory-types.mdx @@ -5,7 +5,7 @@ icon: "memory" iconType: "solid" --- - + To build useful AI applications, we need to understand how different memory systems work together. This guide explores the fundamental types of memory in AI systems and shows how Mem0 implements these concepts. diff --git a/docs/examples.mdx b/docs/examples.mdx index 319de160..0248b4dd 100644 --- a/docs/examples.mdx +++ b/docs/examples.mdx @@ -3,7 +3,7 @@ title: Overview description: How to use mem0 in your existing applications? --- - + With Mem0, you can create stateful LLM-based applications such as chatbots, virtual assistants, or AI agents. Mem0 enhances your applications by providing a memory layer that makes responses: diff --git a/docs/examples/ai_companion.mdx b/docs/examples/ai_companion.mdx index 55aecc7b..945a6da4 100644 --- a/docs/examples/ai_companion.mdx +++ b/docs/examples/ai_companion.mdx @@ -2,7 +2,7 @@ title: AI Companion --- - + You can create a personalised AI Companion using Mem0. This guide will walk you through the necessary steps and provide the complete code to get you started. diff --git a/docs/examples/ai_companion_js.mdx b/docs/examples/ai_companion_js.mdx index 59924697..1a803efd 100644 --- a/docs/examples/ai_companion_js.mdx +++ b/docs/examples/ai_companion_js.mdx @@ -2,7 +2,7 @@ title: AI Companion in Node.js --- - + You can create a personalised AI Companion using Mem0. This guide will walk you through the necessary steps and provide the complete code to get you started. diff --git a/docs/examples/aws_example.mdx b/docs/examples/aws_example.mdx index ce7b5f42..a9a50473 100644 --- a/docs/examples/aws_example.mdx +++ b/docs/examples/aws_example.mdx @@ -2,7 +2,7 @@ title: AWS Bedrock and AOSS --- - + This example demonstrates how to configure and use the `mem0ai` SDK with **AWS Bedrock** and **OpenSearch Service (AOSS)** for persistent memory capabilities in Python. diff --git a/docs/examples/chrome-extension.mdx b/docs/examples/chrome-extension.mdx index 3177b465..55181baa 100644 --- a/docs/examples/chrome-extension.mdx +++ b/docs/examples/chrome-extension.mdx @@ -1,6 +1,6 @@ # Mem0 Chrome Extension - + Enhance your AI interactions with **Mem0**, a Chrome extension that introduces a universal memory layer across platforms like `ChatGPT`, `Claude`, and `Perplexity`. Mem0 ensures seamless context sharing, making your AI experiences more personalized and efficient. diff --git a/docs/examples/collaborative-task-agent.mdx b/docs/examples/collaborative-task-agent.mdx index 4bd76805..5410dd1c 100644 --- a/docs/examples/collaborative-task-agent.mdx +++ b/docs/examples/collaborative-task-agent.mdx @@ -2,7 +2,7 @@ title: Multi-User Collaboration with Mem0 --- - + ## Overview diff --git a/docs/examples/customer-support-agent.mdx b/docs/examples/customer-support-agent.mdx index 1d234c3d..e517ae9a 100644 --- a/docs/examples/customer-support-agent.mdx +++ b/docs/examples/customer-support-agent.mdx @@ -2,7 +2,7 @@ title: Customer Support AI Agent --- - + You can create a personalized Customer Support AI Agent using Mem0. This guide will walk you through the necessary steps and provide the complete code to get you started. diff --git a/docs/examples/document-writing.mdx b/docs/examples/document-writing.mdx index 81361459..658f70d1 100644 --- a/docs/examples/document-writing.mdx +++ b/docs/examples/document-writing.mdx @@ -1,7 +1,7 @@ --- title: Document Editing with Mem0 --- - + This guide demonstrates how to leverage **Mem0** to edit documents efficiently, ensuring they align with your unique writing style and preferences. diff --git a/docs/examples/eliza_os.mdx b/docs/examples/eliza_os.mdx index c590a2bd..7114aa19 100644 --- a/docs/examples/eliza_os.mdx +++ b/docs/examples/eliza_os.mdx @@ -2,7 +2,7 @@ title: Eliza OS Character --- - + You can create a personalised Eliza OS Character using Mem0. This guide will walk you through the necessary steps and provide the complete code to get you started. diff --git a/docs/examples/email_processing.mdx b/docs/examples/email_processing.mdx index c3afa2ab..a6ddab4e 100644 --- a/docs/examples/email_processing.mdx +++ b/docs/examples/email_processing.mdx @@ -2,7 +2,7 @@ title: Email Processing with Mem0 --- - + This guide demonstrates how to build an intelligent email processing system using Mem0's memory capabilities. You'll learn how to store, categorize, retrieve, and analyze emails to create a smart email management solution. diff --git a/docs/examples/llama-index-mem0.mdx b/docs/examples/llama-index-mem0.mdx index 7712ad45..371b3e52 100644 --- a/docs/examples/llama-index-mem0.mdx +++ b/docs/examples/llama-index-mem0.mdx @@ -1,7 +1,7 @@ --- title: LlamaIndex ReAct Agent --- - + Create a ReAct Agent with LlamaIndex which uses Mem0 as the memory store. diff --git a/docs/examples/mem0-agentic-tool.mdx b/docs/examples/mem0-agentic-tool.mdx index c6dafd9a..4b4ffdc1 100644 --- a/docs/examples/mem0-agentic-tool.mdx +++ b/docs/examples/mem0-agentic-tool.mdx @@ -2,7 +2,7 @@ title: Mem0 as an Agentic Tool --- - + Integrate Mem0's memory capabilities with OpenAI's Agents SDK to create AI agents with persistent memory. You can create agents that remember past conversations and use that context to provide better responses. diff --git a/docs/examples/mem0-demo.mdx b/docs/examples/mem0-demo.mdx index cf6f00dc..430ed351 100644 --- a/docs/examples/mem0-demo.mdx +++ b/docs/examples/mem0-demo.mdx @@ -3,7 +3,7 @@ title: Mem0 Demo --- - + You can create a personalized AI Companion using Mem0. This guide will walk you through the necessary steps and provide the complete setup instructions to get you started. diff --git a/docs/examples/mem0-google-adk-healthcare-assistant.mdx b/docs/examples/mem0-google-adk-healthcare-assistant.mdx index a9aaa857..11d3865f 100644 --- a/docs/examples/mem0-google-adk-healthcare-assistant.mdx +++ b/docs/examples/mem0-google-adk-healthcare-assistant.mdx @@ -3,7 +3,7 @@ title: 'Healthcare Assistant with Mem0 and Google ADK' description: 'Build a personalized healthcare agent that remembers patient information across conversations using Mem0 and Google ADK' --- - + # Healthcare Assistant with Memory diff --git a/docs/examples/mem0-mastra.mdx b/docs/examples/mem0-mastra.mdx index dacee4ed..fa17edd7 100644 --- a/docs/examples/mem0-mastra.mdx +++ b/docs/examples/mem0-mastra.mdx @@ -2,7 +2,7 @@ title: Mem0 with Mastra --- - + In this example you'll learn how to use the Mem0 to add long-term memory capabilities to [Mastra's agent](https://mastra.ai/) via tool-use. This memory integration can work alongside Mastra's [agent memory features](https://mastra.ai/docs/agents/01-agent-memory). diff --git a/docs/examples/mem0-openai-voice-demo.mdx b/docs/examples/mem0-openai-voice-demo.mdx index 3e64196d..52d80edf 100644 --- a/docs/examples/mem0-openai-voice-demo.mdx +++ b/docs/examples/mem0-openai-voice-demo.mdx @@ -3,7 +3,7 @@ title: 'Mem0 with OpenAI Agents SDK for Voice' description: 'Integrate memory capabilities into your voice agents using Mem0 and OpenAI Agents SDK' --- - + # Building Voice Agents with Memory using Mem0 and OpenAI Agents SDK diff --git a/docs/examples/mem0-with-ollama.mdx b/docs/examples/mem0-with-ollama.mdx index 84a70090..874f3e56 100644 --- a/docs/examples/mem0-with-ollama.mdx +++ b/docs/examples/mem0-with-ollama.mdx @@ -2,7 +2,7 @@ title: Mem0 with Ollama --- - + ## Running Mem0 Locally with Ollama diff --git a/docs/examples/multimodal-demo.mdx b/docs/examples/multimodal-demo.mdx index 054d5197..935e616e 100644 --- a/docs/examples/multimodal-demo.mdx +++ b/docs/examples/multimodal-demo.mdx @@ -2,7 +2,7 @@ title: Multimodal Demo with Mem0 --- - + Enhance your AI interactions with **Mem0**'s multimodal capabilities. Mem0 now supports image understanding, allowing for richer context and more natural interactions across supported AI platforms. diff --git a/docs/examples/openai-inbuilt-tools.mdx b/docs/examples/openai-inbuilt-tools.mdx index c5c0d0c1..095ff49e 100644 --- a/docs/examples/openai-inbuilt-tools.mdx +++ b/docs/examples/openai-inbuilt-tools.mdx @@ -2,7 +2,7 @@ title: OpenAI Inbuilt Tools --- - + Integrate Mem0’s memory capabilities with OpenAI’s Inbuilt Tools to create AI agents with persistent memory. diff --git a/docs/examples/personal-ai-tutor.mdx b/docs/examples/personal-ai-tutor.mdx index c62bf4a6..059bf6fb 100644 --- a/docs/examples/personal-ai-tutor.mdx +++ b/docs/examples/personal-ai-tutor.mdx @@ -2,7 +2,7 @@ title: Personalized AI Tutor --- - + You can create a personalized AI Tutor using Mem0. This guide will walk you through the necessary steps and provide the complete code to get you started. diff --git a/docs/examples/personal-travel-assistant.mdx b/docs/examples/personal-travel-assistant.mdx index 3be2c7db..d6714be9 100644 --- a/docs/examples/personal-travel-assistant.mdx +++ b/docs/examples/personal-travel-assistant.mdx @@ -2,7 +2,7 @@ title: Personal AI Travel Assistant --- - + Create a personalized AI Travel Assistant using Mem0. This guide provides step-by-step instructions and the complete code to get you started. diff --git a/docs/examples/personalized-deep-research.mdx b/docs/examples/personalized-deep-research.mdx index 89428a87..a4a215c1 100644 --- a/docs/examples/personalized-deep-research.mdx +++ b/docs/examples/personalized-deep-research.mdx @@ -2,7 +2,7 @@ title: Personalized Deep Research --- - + Deep Research is an intelligent agent that synthesizes large amounts of online data and completes complex research tasks, customized to your unique preferences and insights. Built on Mem0's technology, it enhances AI-driven online exploration with personalized memories. diff --git a/docs/examples/youtube-assistant.mdx b/docs/examples/youtube-assistant.mdx index ce382394..615124c9 100644 --- a/docs/examples/youtube-assistant.mdx +++ b/docs/examples/youtube-assistant.mdx @@ -2,7 +2,7 @@ title: YouTube Assistant Extension --- - + Enhance your YouTube experience with Mem0's **YouTube Assistant**, a Chrome extension that brings AI-powered chat directly to your YouTube videos. Get instant, personalized answers about video content while leveraging your own knowledge and memories - all without leaving the page. diff --git a/docs/faqs.mdx b/docs/faqs.mdx index b1d6674a..edf9bc36 100644 --- a/docs/faqs.mdx +++ b/docs/faqs.mdx @@ -4,7 +4,7 @@ icon: "question" iconType: "solid" --- - + diff --git a/docs/features.mdx b/docs/features.mdx index 491bc2b4..6d758f26 100644 --- a/docs/features.mdx +++ b/docs/features.mdx @@ -4,7 +4,7 @@ icon: "wrench" iconType: "solid" --- - + ## Core features diff --git a/docs/integrations.mdx b/docs/integrations.mdx index b4ca0604..df366af8 100644 --- a/docs/integrations.mdx +++ b/docs/integrations.mdx @@ -3,7 +3,7 @@ title: Overview description: How to integrate Mem0 into other frameworks --- - + Mem0 seamlessly integrates with popular AI frameworks and tools to enhance your LLM-based applications with persistent memory capabilities. By integrating Mem0, your applications benefit from: diff --git a/docs/integrations/agentops.mdx b/docs/integrations/agentops.mdx index 80b95ac4..a9df90d7 100644 --- a/docs/integrations/agentops.mdx +++ b/docs/integrations/agentops.mdx @@ -1,7 +1,7 @@ --- title: AgentOps --- - + Integrate [**Mem0**](https://github.com/mem0ai/mem0) with [AgentOps](https://agentops.ai), a comprehensive monitoring and analytics platform for AI agents. This integration enables automatic tracking and analysis of memory operations, providing insights into agent performance and memory usage patterns. diff --git a/docs/integrations/agno.mdx b/docs/integrations/agno.mdx index ddc992f9..77ff9140 100644 --- a/docs/integrations/agno.mdx +++ b/docs/integrations/agno.mdx @@ -1,7 +1,7 @@ --- title: Agno --- - + Integrate [**Mem0**](https://github.com/mem0ai/mem0) with [Agno](https://github.com/agno-agi/agno), a Python framework for building autonomous agents. This integration enables Agno agents to access persistent memory across conversations, enhancing context retention and personalization. diff --git a/docs/integrations/autogen.mdx b/docs/integrations/autogen.mdx index da85955b..af2b53dc 100644 --- a/docs/integrations/autogen.mdx +++ b/docs/integrations/autogen.mdx @@ -1,6 +1,6 @@ Build conversational AI agents with memory capabilities. This integration combines AutoGen for creating AI agents with Mem0 for memory management, enabling context-aware and personalized interactions. - + ## Overview diff --git a/docs/integrations/crewai.mdx b/docs/integrations/crewai.mdx index e3a6310a..22339764 100644 --- a/docs/integrations/crewai.mdx +++ b/docs/integrations/crewai.mdx @@ -2,7 +2,7 @@ title: CrewAI --- - + Build an AI system that combines CrewAI's agent-based architecture with Mem0's memory capabilities. This integration enables persistent memory across agent interactions and personalized task execution based on user history. diff --git a/docs/integrations/dify.mdx b/docs/integrations/dify.mdx index 734113bb..d21c962c 100644 --- a/docs/integrations/dify.mdx +++ b/docs/integrations/dify.mdx @@ -2,7 +2,7 @@ title: Dify --- - + # Integrating Mem0 with Dify AI diff --git a/docs/integrations/elevenlabs.mdx b/docs/integrations/elevenlabs.mdx index a265d681..44d55b5c 100644 --- a/docs/integrations/elevenlabs.mdx +++ b/docs/integrations/elevenlabs.mdx @@ -2,7 +2,7 @@ title: ElevenLabs --- - + Create voice-based conversational AI agents with memory capabilities by integrating ElevenLabs and Mem0. This integration enables persistent, context-aware voice interactions that remember past conversations. diff --git a/docs/integrations/flowise.mdx b/docs/integrations/flowise.mdx index 7e0d1906..ffac6dd8 100644 --- a/docs/integrations/flowise.mdx +++ b/docs/integrations/flowise.mdx @@ -2,7 +2,7 @@ title: Flowise --- - + The [**Mem0 Memory**](https://github.com/mem0ai/mem0) integration with [Flowise](https://github.com/FlowiseAI/Flowise) enables persistent memory capabilities for your AI chatflows. [Flowise](https://flowiseai.com/) is an open-source low-code tool for developers to build customized LLM orchestration flows & AI agents using a drag & drop interface. diff --git a/docs/integrations/keywords.mdx b/docs/integrations/keywords.mdx index e9518383..54809960 100644 --- a/docs/integrations/keywords.mdx +++ b/docs/integrations/keywords.mdx @@ -2,7 +2,7 @@ title: Keywords AI --- - + Build AI applications with persistent memory and comprehensive LLM observability by integrating Mem0 with Keywords AI. diff --git a/docs/integrations/langchain-tools.mdx b/docs/integrations/langchain-tools.mdx index f0b72444..d2d42c84 100644 --- a/docs/integrations/langchain-tools.mdx +++ b/docs/integrations/langchain-tools.mdx @@ -3,7 +3,7 @@ title: Langchain Tools description: 'Integrate Mem0 with LangChain tools to enable AI agents to store, search, and manage memories through structured interfaces' --- - + ## Overview diff --git a/docs/integrations/langchain.mdx b/docs/integrations/langchain.mdx index 928ee06f..f507e796 100644 --- a/docs/integrations/langchain.mdx +++ b/docs/integrations/langchain.mdx @@ -2,7 +2,7 @@ title: Langchain --- - + Build a personalized Travel Agent AI using LangChain for conversation flow and Mem0 for memory retention. This integration enables context-aware and efficient travel planning experiences. diff --git a/docs/integrations/langgraph.mdx b/docs/integrations/langgraph.mdx index 158e98d5..208978ef 100644 --- a/docs/integrations/langgraph.mdx +++ b/docs/integrations/langgraph.mdx @@ -2,7 +2,7 @@ title: LangGraph --- - + Build a personalized Customer Support AI Agent using LangGraph for conversation flow and Mem0 for memory retention. This integration enables context-aware and efficient support experiences. diff --git a/docs/integrations/livekit.mdx b/docs/integrations/livekit.mdx index dc55fa5c..d704093a 100644 --- a/docs/integrations/livekit.mdx +++ b/docs/integrations/livekit.mdx @@ -2,7 +2,7 @@ title: Livekit --- - + This guide demonstrates how to create a memory-enabled voice assistant using LiveKit, Deepgram, OpenAI, and Mem0, focusing on creating an intelligent, context-aware travel planning agent. diff --git a/docs/integrations/llama-index.mdx b/docs/integrations/llama-index.mdx index 725b91f9..2364add1 100644 --- a/docs/integrations/llama-index.mdx +++ b/docs/integrations/llama-index.mdx @@ -2,7 +2,7 @@ title: LlamaIndex --- - + LlamaIndex supports Mem0 as a [memory store](https://llamahub.ai/l/memory/llama-index-memory-mem0). In this guide, we'll show you how to use it. diff --git a/docs/integrations/mastra.mdx b/docs/integrations/mastra.mdx index 78bccc76..a6982d54 100644 --- a/docs/integrations/mastra.mdx +++ b/docs/integrations/mastra.mdx @@ -2,7 +2,7 @@ title: Mastra --- - + The [**Mastra**](https://mastra.ai/) integration demonstrates how to use Mastra's agent system with Mem0 as the memory backend through custom tools. This enables agents to remember and recall information across conversations. diff --git a/docs/integrations/mcp-server.mdx b/docs/integrations/mcp-server.mdx index 2c5b746a..81213ba6 100644 --- a/docs/integrations/mcp-server.mdx +++ b/docs/integrations/mcp-server.mdx @@ -2,7 +2,7 @@ title: MCP Server --- - + ## Integrating mem0 as an MCP Server in Cursor [mem0](https://github.com/mem0ai/mem0-mcp) is a powerful tool designed to enhance AI-driven workflows, particularly in code generation and contextual memory. In this guide, we'll walk through integrating mem0 as an **MCP (Model Context Protocol) server** within [Cursor](https://cursor.sh/), an AI-powered coding editor. diff --git a/docs/integrations/multion.mdx b/docs/integrations/multion.mdx index df646d3f..853e90eb 100644 --- a/docs/integrations/multion.mdx +++ b/docs/integrations/multion.mdx @@ -2,7 +2,7 @@ title: MultiOn --- - + Build a personal browser agent that remembers user preferences and automates web tasks. It integrates Mem0 for memory management with MultiOn for executing browser actions, enabling personalized and efficient web interactions. diff --git a/docs/integrations/pipecat.mdx b/docs/integrations/pipecat.mdx index 964181be..bf3f8b94 100644 --- a/docs/integrations/pipecat.mdx +++ b/docs/integrations/pipecat.mdx @@ -3,7 +3,7 @@ title: 'Pipecat' description: 'Integrate Mem0 with Pipecat for conversational memory in AI agents' --- - + # Pipecat Integration diff --git a/docs/integrations/raycast.mdx b/docs/integrations/raycast.mdx index fc12cda0..f0ffec9a 100644 --- a/docs/integrations/raycast.mdx +++ b/docs/integrations/raycast.mdx @@ -3,11 +3,11 @@ title: "Raycast Extension" description: "Mem0 Raycast extension for intelligent memory management" --- -# Mem0 + Mem0 is a self-improving memory layer for LLM applications, enabling personalized AI experiences that save costs and delight users. This extension lets you store and retrieve text snippets using Mem0's intelligent memory system. Find Mem0 in [Raycast Store](https://www.raycast.com/dev_khant/mem0) for using it. -## 🚀 Getting Started +## Getting Started **Get your API Key**: You'll need a Mem0 API key to use this extension: diff --git a/docs/integrations/vercel-ai-sdk.mdx b/docs/integrations/vercel-ai-sdk.mdx index 4d7cbb17..f89d38fa 100644 --- a/docs/integrations/vercel-ai-sdk.mdx +++ b/docs/integrations/vercel-ai-sdk.mdx @@ -2,7 +2,7 @@ title: Vercel AI SDK --- - + The [**Mem0 AI SDK Provider**](https://www.npmjs.com/package/@mem0/vercel-ai-provider) is a library developed by **Mem0** to integrate with the Vercel AI SDK. This library brings enhanced AI interaction capabilities to your applications by introducing persistent memory functionality. diff --git a/docs/open-source/features/async-memory.mdx b/docs/open-source/features/async-memory.mdx index a6c7860a..c550fa04 100644 --- a/docs/open-source/features/async-memory.mdx +++ b/docs/open-source/features/async-memory.mdx @@ -5,6 +5,8 @@ icon: "bolt" iconType: "solid" --- + + ## AsyncMemory The `AsyncMemory` class is a direct asynchronous interface to Mem0's in-process memory operations. Unlike the memory, which interacts with an API, `AsyncMemory` works directly with the underlying storage systems. This makes it ideal for applications where you want to embed Mem0 directly into your codebase. diff --git a/docs/open-source/features/custom-fact-extraction-prompt.mdx b/docs/open-source/features/custom-fact-extraction-prompt.mdx index fa9a6684..44c08e11 100644 --- a/docs/open-source/features/custom-fact-extraction-prompt.mdx +++ b/docs/open-source/features/custom-fact-extraction-prompt.mdx @@ -5,7 +5,7 @@ icon: "pencil" iconType: "solid" --- - + ## Introduction to Custom Fact Extraction Prompt diff --git a/docs/open-source/features/custom-update-memory-prompt.mdx b/docs/open-source/features/custom-update-memory-prompt.mdx index 0c17ddc5..ca846882 100644 --- a/docs/open-source/features/custom-update-memory-prompt.mdx +++ b/docs/open-source/features/custom-update-memory-prompt.mdx @@ -4,7 +4,7 @@ icon: "pencil" iconType: "solid" --- - + Update memory prompt is a prompt used to determine the action to be performed on the memory. By customizing this prompt, you can control how the memory is updated. diff --git a/docs/open-source/features/multimodal-support.mdx b/docs/open-source/features/multimodal-support.mdx index 10f99a3f..37844192 100644 --- a/docs/open-source/features/multimodal-support.mdx +++ b/docs/open-source/features/multimodal-support.mdx @@ -5,7 +5,7 @@ icon: "image" iconType: "solid" --- - + Mem0 extends its capabilities beyond text by supporting multimodal data. With this feature, users can seamlessly integrate images into their interactions—allowing Mem0 to extract relevant information. diff --git a/docs/open-source/features/openai_compatibility.mdx b/docs/open-source/features/openai_compatibility.mdx index 7afaa27f..0cd62d52 100644 --- a/docs/open-source/features/openai_compatibility.mdx +++ b/docs/open-source/features/openai_compatibility.mdx @@ -4,7 +4,7 @@ icon: "code" iconType: "solid" --- - + Mem0 can be easily integrated into chat applications to enhance conversational agents with structured memory. Mem0's APIs are designed to be compatible with OpenAI's, with the goal of making it easy to leverage Mem0 in applications you may have already built. diff --git a/docs/open-source/features/rest-api.mdx b/docs/open-source/features/rest-api.mdx index 4198bcac..8b8e729d 100644 --- a/docs/open-source/features/rest-api.mdx +++ b/docs/open-source/features/rest-api.mdx @@ -4,6 +4,8 @@ icon: "server" iconType: "solid" --- + + Mem0 provides a REST API server (written using FastAPI). Users can perform all operations through REST endpoints. The API also includes OpenAPI documentation, accessible at `/docs` when the server is running. diff --git a/docs/open-source/graph_memory/features.mdx b/docs/open-source/graph_memory/features.mdx index e4b734a9..23d2b7db 100644 --- a/docs/open-source/graph_memory/features.mdx +++ b/docs/open-source/graph_memory/features.mdx @@ -5,7 +5,7 @@ icon: "list-check" iconType: "solid" --- - + Graph Memory is a powerful feature that allows users to create and utilize complex relationships between pieces of information. diff --git a/docs/open-source/graph_memory/overview.mdx b/docs/open-source/graph_memory/overview.mdx index eaf600bf..6f891e42 100644 --- a/docs/open-source/graph_memory/overview.mdx +++ b/docs/open-source/graph_memory/overview.mdx @@ -5,7 +5,7 @@ icon: "info" iconType: "solid" --- - + Mem0 now supports **Graph Memory**. With Graph Memory, users can now create and utilize complex relationships between pieces of information, allowing for more nuanced and context-aware responses. diff --git a/docs/open-source/multimodal-support.mdx b/docs/open-source/multimodal-support.mdx index 390fd79b..e1b0195a 100644 --- a/docs/open-source/multimodal-support.mdx +++ b/docs/open-source/multimodal-support.mdx @@ -4,7 +4,7 @@ icon: "image" iconType: "solid" --- - + Mem0 extends its capabilities beyond text by supporting multimodal data, including images. Users can seamlessly integrate images into their interactions, allowing Mem0 to extract pertinent information from visual content and enrich the memory system. diff --git a/docs/open-source/node-quickstart.mdx b/docs/open-source/node-quickstart.mdx index 3d1b2742..c66b213b 100644 --- a/docs/open-source/node-quickstart.mdx +++ b/docs/open-source/node-quickstart.mdx @@ -5,7 +5,7 @@ icon: "node" iconType: "solid" --- - + > Welcome to the Mem0 quickstart guide. This guide will help you get up and running with Mem0 in no time. diff --git a/docs/open-source/overview.mdx b/docs/open-source/overview.mdx index e3649475..69713c02 100644 --- a/docs/open-source/overview.mdx +++ b/docs/open-source/overview.mdx @@ -4,7 +4,7 @@ icon: "eye" iconType: "solid" --- - + Welcome to Mem0 Open Source - a powerful, self-hosted memory management solution for AI agents and assistants. With Mem0 OSS, you get full control over your infrastructure while maintaining complete customization flexibility. diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx index a53907c5..5de6ec56 100644 --- a/docs/open-source/python-quickstart.mdx +++ b/docs/open-source/python-quickstart.mdx @@ -5,7 +5,7 @@ icon: "python" iconType: "solid" --- - + > Welcome to the Mem0 quickstart guide. This guide will help you get up and running with Mem0 in no time. diff --git a/docs/openmemory/integrations.mdx b/docs/openmemory/integrations.mdx index 25fbf7bb..b55cd682 100644 --- a/docs/openmemory/integrations.mdx +++ b/docs/openmemory/integrations.mdx @@ -4,6 +4,8 @@ icon: "plug" iconType: "solid" --- + + ## Connecting an MCP Client Once your OpenMemory server is running locally, you can connect any compatible MCP client to your personal memory stream. This enables a seamless memory layer integration for AI tools and agents. diff --git a/docs/openmemory/overview.mdx b/docs/openmemory/overview.mdx index a5f50cca..9ea19ac7 100644 --- a/docs/openmemory/overview.mdx +++ b/docs/openmemory/overview.mdx @@ -4,7 +4,7 @@ icon: "info" iconType: "solid" --- - + ## 🚀 Hosted OpenMemory MCP Now Available! diff --git a/docs/openmemory/quickstart.mdx b/docs/openmemory/quickstart.mdx index c86c74c2..b8628dfa 100644 --- a/docs/openmemory/quickstart.mdx +++ b/docs/openmemory/quickstart.mdx @@ -4,7 +4,7 @@ icon: "terminal" iconType: "solid" --- - + ## 🚀 Hosted OpenMemory MCP Now Available! diff --git a/docs/overview.mdx b/docs/overview.mdx index 9f6f0ccc..ea1eec2c 100644 --- a/docs/overview.mdx +++ b/docs/overview.mdx @@ -4,10 +4,7 @@ icon: "info" iconType: "solid" --- - - -🎉 We're excited to announce that Claude 4 is now available with Mem0! Check it out [here](components/llms/models/anthropic). - + # Introduction diff --git a/docs/platform/features/advanced-retrieval.mdx b/docs/platform/features/advanced-retrieval.mdx index 1e01ae4b..1bc7b863 100644 --- a/docs/platform/features/advanced-retrieval.mdx +++ b/docs/platform/features/advanced-retrieval.mdx @@ -4,7 +4,7 @@ icon: "magnifying-glass" iconType: "solid" --- - + Mem0’s **Advanced Retrieval** provides additional control over how memories are selected and ranked during search. While the default search uses embedding-based semantic similarity, Advanced Retrieval introduces specialized options to improve recall, ranking accuracy, or filtering based on specific use case. diff --git a/docs/platform/features/async-client.mdx b/docs/platform/features/async-client.mdx index 0082edbd..7f96a728 100644 --- a/docs/platform/features/async-client.mdx +++ b/docs/platform/features/async-client.mdx @@ -5,7 +5,7 @@ icon: "bolt" iconType: "solid" --- - + The `AsyncMemoryClient` is an asynchronous client for interacting with the Mem0 API. It provides similar functionality to the synchronous `MemoryClient` but allows for non-blocking operations, which can be beneficial in applications that require high concurrency. ## Initialization diff --git a/docs/platform/features/contextual-add.mdx b/docs/platform/features/contextual-add.mdx index 3dc35dc5..a36a0312 100644 --- a/docs/platform/features/contextual-add.mdx +++ b/docs/platform/features/contextual-add.mdx @@ -4,7 +4,7 @@ icon: "square-plus" iconType: "solid" --- - + Mem0 now supports an contextual add version (v2). To use it, set `version="v2"` during the add call. The default version is v1, which is deprecated now. We recommend migrating to `v2` for new applications. diff --git a/docs/platform/features/criteria-retrieval.mdx b/docs/platform/features/criteria-retrieval.mdx index 8ac02801..037547e8 100644 --- a/docs/platform/features/criteria-retrieval.mdx +++ b/docs/platform/features/criteria-retrieval.mdx @@ -4,7 +4,7 @@ icon: "magnifying-glass-plus" iconType: "solid" --- - + Mem0’s **Criteria Retrieval** feature allows you to retrieve memories based on your defined criteria. It goes beyond generic semantic relevance and rank memories based on what matters to your application - emotional tone, intent, behavioral signals, or other custom traits. diff --git a/docs/platform/features/custom-categories.mdx b/docs/platform/features/custom-categories.mdx index 4679c133..e5480ba7 100644 --- a/docs/platform/features/custom-categories.mdx +++ b/docs/platform/features/custom-categories.mdx @@ -5,7 +5,7 @@ icon: "tags" iconType: "solid" --- - + ## How to set custom categories? diff --git a/docs/platform/features/custom-instructions.mdx b/docs/platform/features/custom-instructions.mdx index ab8ec555..e5b9b59b 100644 --- a/docs/platform/features/custom-instructions.mdx +++ b/docs/platform/features/custom-instructions.mdx @@ -5,7 +5,7 @@ icon: "pencil" iconType: "solid" --- - + ## Introduction to Custom Instructions diff --git a/docs/platform/features/direct-import.mdx b/docs/platform/features/direct-import.mdx index 3946ea7a..cc9f6954 100644 --- a/docs/platform/features/direct-import.mdx +++ b/docs/platform/features/direct-import.mdx @@ -5,7 +5,7 @@ icon: "arrow-right" iconType: "solid" --- - + ## How to use Direct Import? The Direct Import feature allows users to skip the memory deduction phase and directly input pre-defined memories into the system for storage and retrieval. diff --git a/docs/platform/features/expiration-date.mdx b/docs/platform/features/expiration-date.mdx index cd39e505..d06e5773 100644 --- a/docs/platform/features/expiration-date.mdx +++ b/docs/platform/features/expiration-date.mdx @@ -5,7 +5,7 @@ icon: "clock" iconType: "solid" --- - + ## Benefits of Memory Expiration diff --git a/docs/platform/features/feedback-mechanism.mdx b/docs/platform/features/feedback-mechanism.mdx index 55a3ae9c..0fde5ce9 100644 --- a/docs/platform/features/feedback-mechanism.mdx +++ b/docs/platform/features/feedback-mechanism.mdx @@ -4,7 +4,7 @@ icon: "thumbs-up" iconType: "solid" --- - + Mem0's **Feedback Mechanism** allows you to provide feedback on the memories generated by your application. This feedback is used to improve the accuracy of the memories and the search results. diff --git a/docs/platform/features/graph-memory.mdx b/docs/platform/features/graph-memory.mdx index d4080a6f..c3d5e839 100644 --- a/docs/platform/features/graph-memory.mdx +++ b/docs/platform/features/graph-memory.mdx @@ -5,7 +5,7 @@ iconType: "solid" description: "Enable graph-based memory retrieval for more contextually relevant results" --- - + ## Overview diff --git a/docs/platform/features/memory-export.mdx b/docs/platform/features/memory-export.mdx index fb479519..fa870a1a 100644 --- a/docs/platform/features/memory-export.mdx +++ b/docs/platform/features/memory-export.mdx @@ -5,7 +5,7 @@ icon: "file-export" iconType: "solid" --- - + ## Overview diff --git a/docs/platform/features/multimodal-support.mdx b/docs/platform/features/multimodal-support.mdx index 6f48f15a..f705d8be 100644 --- a/docs/platform/features/multimodal-support.mdx +++ b/docs/platform/features/multimodal-support.mdx @@ -5,7 +5,7 @@ icon: "image" iconType: "solid" --- - + Mem0 extends its capabilities beyond text by supporting multimodal data, including images and documents. With this feature, users can seamlessly integrate visual and document content into their interactions—allowing Mem0 to extract relevant information from various media types and enrich the memory system. diff --git a/docs/platform/features/platform-overview.mdx b/docs/platform/features/platform-overview.mdx index 401e2d0d..9fa1d39f 100644 --- a/docs/platform/features/platform-overview.mdx +++ b/docs/platform/features/platform-overview.mdx @@ -4,7 +4,7 @@ icon: "info" iconType: "solid" --- - + Learn about the key features and capabilities that make Mem0 a powerful platform for memory management and retrieval. diff --git a/docs/platform/features/selective-memory.mdx b/docs/platform/features/selective-memory.mdx index bdb65b64..3a43113e 100644 --- a/docs/platform/features/selective-memory.mdx +++ b/docs/platform/features/selective-memory.mdx @@ -5,7 +5,7 @@ icon: "filter" iconType: "solid" --- - + ## Benefits of Memory Customization diff --git a/docs/platform/features/timestamp.mdx b/docs/platform/features/timestamp.mdx index ac38de13..3369b889 100644 --- a/docs/platform/features/timestamp.mdx +++ b/docs/platform/features/timestamp.mdx @@ -5,7 +5,7 @@ icon: "clock" iconType: "solid" --- - + ## Overview diff --git a/docs/platform/features/webhooks.mdx b/docs/platform/features/webhooks.mdx index 6988e643..4754a347 100644 --- a/docs/platform/features/webhooks.mdx +++ b/docs/platform/features/webhooks.mdx @@ -5,7 +5,7 @@ icon: "webhook" iconType: "solid" --- - + ## Overview diff --git a/docs/platform/overview.mdx b/docs/platform/overview.mdx index 37b6d278..9ffd98c8 100644 --- a/docs/platform/overview.mdx +++ b/docs/platform/overview.mdx @@ -5,7 +5,7 @@ icon: "eye" iconType: "solid" --- - + ## Welcome to Mem0 Platform diff --git a/docs/platform/quickstart.mdx b/docs/platform/quickstart.mdx index 3b7249c6..768939d1 100644 --- a/docs/platform/quickstart.mdx +++ b/docs/platform/quickstart.mdx @@ -5,7 +5,7 @@ icon: "bolt" iconType: "solid" --- - + 🎉 Looking for TypeScript support? Mem0 has you covered! Check out an example [here](/platform/quickstart/#4-11-working-with-mem0-in-typescript). diff --git a/docs/quickstart.mdx b/docs/quickstart.mdx index fc5e1e39..71dc294a 100644 --- a/docs/quickstart.mdx +++ b/docs/quickstart.mdx @@ -4,7 +4,7 @@ icon: "bolt" iconType: "solid" --- - + Mem0 offers two powerful ways to leverage our technology: [our managed platform](#mem0-platform-managed-solution) and [our open source solution](#mem0-open-source). diff --git a/docs/what-is-mem0.mdx b/docs/what-is-mem0.mdx index dcb978f9..edfac1b0 100644 --- a/docs/what-is-mem0.mdx +++ b/docs/what-is-mem0.mdx @@ -4,6 +4,7 @@ icon: "brain" iconType: "solid" --- + Mem0 is a memory layer designed for modern AI agents. It acts as a persistent memory layer that agents can use to: