diff --git a/docs/_snippets/star-on-github.mdx b/docs/_snippets/star-on-github.mdx
new file mode 100644
index 000000000..64ccbc720
--- /dev/null
+++ b/docs/_snippets/star-on-github.mdx
@@ -0,0 +1,5 @@
+{/* Subtle, value-anchored nudge to star the repo. Drop in at peak-end "win" moments in the OSS docs (after a successful add/search, a server bootstrap, etc.). Keep it off the Platform/API pages. */}
+{/* Clicks are tracked via PostHog autocapture: the data-ph-capture-attribute-cta below tags each click with cta="star-on-github" so it's filterable as an event property. Metric = count of $autocapture where cta = star-on-github; break down by Current URL to see which win-moment converts. */}
+
+ **Using Mem0?** Star us on GitHub to help more developers discover memory for AI apps.
+
diff --git a/docs/cookbooks/companions/ai-tutor.mdx b/docs/cookbooks/companions/ai-tutor.mdx
index a39185206..2947ee3df 100644
--- a/docs/cookbooks/companions/ai-tutor.mdx
+++ b/docs/cookbooks/companions/ai-tutor.mdx
@@ -123,3 +123,5 @@ As the conversation progresses, Mem0's memory automatically updates based on the
Build a travel companion that remembers preferences and past conversations.
+
+
diff --git a/docs/cookbooks/companions/local-companion-ollama.mdx b/docs/cookbooks/companions/local-companion-ollama.mdx
index bef6179a6..76f118e56 100644
--- a/docs/cookbooks/companions/local-companion-ollama.mdx
+++ b/docs/cookbooks/companions/local-companion-ollama.mdx
@@ -81,3 +81,5 @@ This local setup of Mem0 using Ollama provides a fully self-contained solution f
Learn core companion patterns that work with any LLM provider.
+
+
diff --git a/docs/cookbooks/companions/nodejs-companion.mdx b/docs/cookbooks/companions/nodejs-companion.mdx
index d85f26cb0..7fcc8513c 100644
--- a/docs/cookbooks/companions/nodejs-companion.mdx
+++ b/docs/cookbooks/companions/nodejs-companion.mdx
@@ -137,3 +137,5 @@ As users interact with the system, Mem0's memory system continuously learns and
Run the full showcase app to see memory-powered companions in action.
+
+
diff --git a/docs/cookbooks/companions/quickstart-demo.mdx b/docs/cookbooks/companions/quickstart-demo.mdx
index b94b86b9d..b5586563e 100644
--- a/docs/cookbooks/companions/quickstart-demo.mdx
+++ b/docs/cookbooks/companions/quickstart-demo.mdx
@@ -78,3 +78,5 @@ This setup demonstrates how to build an AI Companion that maintains memory acros
Implement a command-line companion using the Node.js SDK.
+
+
diff --git a/docs/cookbooks/companions/travel-assistant.mdx b/docs/cookbooks/companions/travel-assistant.mdx
index 54148d91f..7587e4887 100644
--- a/docs/cookbooks/companions/travel-assistant.mdx
+++ b/docs/cookbooks/companions/travel-assistant.mdx
@@ -211,3 +211,5 @@ This Personalized AI Travel Assistant leverages Mem0's memory capabilities to pr
Build an educational companion that remembers learning progress and preferences.
+
+
diff --git a/docs/cookbooks/companions/voice-companion-openai.mdx b/docs/cookbooks/companions/voice-companion-openai.mdx
index c75facce4..a6f607f59 100644
--- a/docs/cookbooks/companions/voice-companion-openai.mdx
+++ b/docs/cookbooks/companions/voice-companion-openai.mdx
@@ -544,3 +544,5 @@ async def save_memories(
Master the core patterns for building memory-powered companions.
+
+
diff --git a/docs/cookbooks/companions/youtube-research.mdx b/docs/cookbooks/companions/youtube-research.mdx
index 6ae3a3ec2..b445fce22 100644
--- a/docs/cookbooks/companions/youtube-research.mdx
+++ b/docs/cookbooks/companions/youtube-research.mdx
@@ -66,3 +66,5 @@ Your API keys are stored locally in your browser. Your messages are sent to the
Combine memory with search tools to conduct comprehensive research projects.
+
+
diff --git a/docs/cookbooks/essentials/building-ai-companion.mdx b/docs/cookbooks/essentials/building-ai-companion.mdx
index 6308e077b..681ad03a5 100644
--- a/docs/cookbooks/essentials/building-ai-companion.mdx
+++ b/docs/cookbooks/essentials/building-ai-companion.mdx
@@ -973,3 +973,5 @@ Before launching:
Organize customer context to keep assistants responsive at scale.
+
+
diff --git a/docs/cookbooks/essentials/controlling-memory-ingestion.mdx b/docs/cookbooks/essentials/controlling-memory-ingestion.mdx
index 3723f0152..09d559f1c 100644
--- a/docs/cookbooks/essentials/controlling-memory-ingestion.mdx
+++ b/docs/cookbooks/essentials/controlling-memory-ingestion.mdx
@@ -512,3 +512,5 @@ Start with conservative filters (only store confirmed facts) and iterate based o
Learn core memory patterns including temporary vs permanent data handling.
+
+
diff --git a/docs/cookbooks/essentials/entity-partitioning-playbook.mdx b/docs/cookbooks/essentials/entity-partitioning-playbook.mdx
index 422f43de6..7eb145526 100644
--- a/docs/cookbooks/essentials/entity-partitioning-playbook.mdx
+++ b/docs/cookbooks/essentials/entity-partitioning-playbook.mdx
@@ -334,3 +334,5 @@ You learned how to:
href="/cookbooks/essentials/controlling-memory-ingestion"
/>
+
+
diff --git a/docs/cookbooks/essentials/exporting-memories.mdx b/docs/cookbooks/essentials/exporting-memories.mdx
index 4c968bd51..b727f9f18 100644
--- a/docs/cookbooks/essentials/exporting-memories.mdx
+++ b/docs/cookbooks/essentials/exporting-memories.mdx
@@ -288,3 +288,5 @@ Use **`get_all()`** for bulk retrieval, **`search()`** for specific questions, a
Ensure only verified insights make it into your export pipeline.
+
+
diff --git a/docs/cookbooks/essentials/tagging-and-organizing-memories.mdx b/docs/cookbooks/essentials/tagging-and-organizing-memories.mdx
index c661b4365..c0fbf4502 100644
--- a/docs/cookbooks/essentials/tagging-and-organizing-memories.mdx
+++ b/docs/cookbooks/essentials/tagging-and-organizing-memories.mdx
@@ -249,3 +249,5 @@ Instead of searching through everything, agents jump directly to the information
Use categories to drive audits, migrations, and compliance reports.
+
+
diff --git a/docs/cookbooks/frameworks/eliza-os-character.mdx b/docs/cookbooks/frameworks/eliza-os-character.mdx
index af8892660..cd009559f 100644
--- a/docs/cookbooks/frameworks/eliza-os-character.mdx
+++ b/docs/cookbooks/frameworks/eliza-os-character.mdx
@@ -83,3 +83,5 @@ This is a simple example of how to use Mem0 to create a personalized AI agent. Y
Build another type of personalized companion with memory capabilities.
+
+
diff --git a/docs/cookbooks/frameworks/gemini-3-with-mem0-mcp.mdx b/docs/cookbooks/frameworks/gemini-3-with-mem0-mcp.mdx
index ec06a8a7d..c1c075391 100644
--- a/docs/cookbooks/frameworks/gemini-3-with-mem0-mcp.mdx
+++ b/docs/cookbooks/frameworks/gemini-3-with-mem0-mcp.mdx
@@ -245,4 +245,6 @@ You've successfully built a Gemini 3 agent with persistent memory using Mem0's M
icon="rocket"
href="/platform/mem0-mcp"
/>
-
\ No newline at end of file
+
+
+
diff --git a/docs/cookbooks/frameworks/llamaindex-multiagent.mdx b/docs/cookbooks/frameworks/llamaindex-multiagent.mdx
index fd9f73ff7..8e8df7bd8 100644
--- a/docs/cookbooks/frameworks/llamaindex-multiagent.mdx
+++ b/docs/cookbooks/frameworks/llamaindex-multiagent.mdx
@@ -369,3 +369,5 @@ Based on our previous session, I remember we covered Vision Language Models and
Learn how to scope memories across multiple agents, users, and sessions.
+
+
diff --git a/docs/cookbooks/frameworks/llamaindex-react.mdx b/docs/cookbooks/frameworks/llamaindex-react.mdx
index 31e5fe565..ca5d922c6 100644
--- a/docs/cookbooks/frameworks/llamaindex-react.mdx
+++ b/docs/cookbooks/frameworks/llamaindex-react.mdx
@@ -197,3 +197,5 @@ I've ordered a pizza for you, and the bill has been sent to your email. Enjoy yo
Master the core patterns for memory-powered agents across frameworks.
+
+
diff --git a/docs/cookbooks/frameworks/multimodal-retrieval.mdx b/docs/cookbooks/frameworks/multimodal-retrieval.mdx
index 6638b2bed..fe095df3c 100644
--- a/docs/cookbooks/frameworks/multimodal-retrieval.mdx
+++ b/docs/cookbooks/frameworks/multimodal-retrieval.mdx
@@ -41,3 +41,5 @@ Visit [multimodal-demo.mem0.ai](https://multimodal-demo.mem0.ai) to experience M
Build voice-first companions that remember conversations.
+
+
diff --git a/docs/cookbooks/integrations/agents-sdk-tool.mdx b/docs/cookbooks/integrations/agents-sdk-tool.mdx
index 53647e734..365be09ab 100644
--- a/docs/cookbooks/integrations/agents-sdk-tool.mdx
+++ b/docs/cookbooks/integrations/agents-sdk-tool.mdx
@@ -236,3 +236,5 @@ context = Mem0Context(user_id="user123")
Learn the core patterns for memory-powered agents with any SDK.
+
+
diff --git a/docs/cookbooks/integrations/aws-bedrock.mdx b/docs/cookbooks/integrations/aws-bedrock.mdx
index c2d73b4dd..1caff3098 100644
--- a/docs/cookbooks/integrations/aws-bedrock.mdx
+++ b/docs/cookbooks/integrations/aws-bedrock.mdx
@@ -129,3 +129,5 @@ With Mem0 and AWS services like Bedrock and OpenSearch, you can build intelligen
Understand how Mem0's memory system is benchmarked and evaluated.
+
+
diff --git a/docs/cookbooks/integrations/healthcare-google-adk.mdx b/docs/cookbooks/integrations/healthcare-google-adk.mdx
index 528aa3d19..ddfcb098a 100644
--- a/docs/cookbooks/integrations/healthcare-google-adk.mdx
+++ b/docs/cookbooks/integrations/healthcare-google-adk.mdx
@@ -299,3 +299,5 @@ By storing and retrieving patient information intelligently, the assistant provi
Apply similar memory patterns to customer support workflows.
+
+
diff --git a/docs/cookbooks/integrations/mastra-agent.mdx b/docs/cookbooks/integrations/mastra-agent.mdx
index 1fa58028d..aae3f1455 100644
--- a/docs/cookbooks/integrations/mastra-agent.mdx
+++ b/docs/cookbooks/integrations/mastra-agent.mdx
@@ -136,3 +136,5 @@ In the example above:
Explore tool-calling patterns with the OpenAI Agents SDK.
+
+
diff --git a/docs/cookbooks/integrations/openai-tool-calls.mdx b/docs/cookbooks/integrations/openai-tool-calls.mdx
index 1b492d643..9ab436aaf 100644
--- a/docs/cookbooks/integrations/openai-tool-calls.mdx
+++ b/docs/cookbooks/integrations/openai-tool-calls.mdx
@@ -295,3 +295,5 @@ run().catch(console.error);
Fine-tune what memories get stored during tool calls.
+
+
diff --git a/docs/cookbooks/integrations/tavily-search.mdx b/docs/cookbooks/integrations/tavily-search.mdx
index 4bfc9200d..1497e774b 100644
--- a/docs/cookbooks/integrations/tavily-search.mdx
+++ b/docs/cookbooks/integrations/tavily-search.mdx
@@ -202,3 +202,5 @@ Full Code: [Personalized Search GitHub](https://github.com/mem0ai/mem0/blob/main
Categorize search results and user preferences for better personalization.
+
+
diff --git a/docs/cookbooks/operations/content-writing.mdx b/docs/cookbooks/operations/content-writing.mdx
index fde7a24cb..fd22c4920 100644
--- a/docs/cookbooks/operations/content-writing.mdx
+++ b/docs/cookbooks/operations/content-writing.mdx
@@ -364,3 +364,5 @@ Mem0 enables a seamless, intelligent content-writing workflow, perfect for conte
Automate email drafting with memory-powered context and tone matching.
+
+
diff --git a/docs/cookbooks/operations/deep-research.mdx b/docs/cookbooks/operations/deep-research.mdx
index 34ef4833d..b0735f3b2 100644
--- a/docs/cookbooks/operations/deep-research.mdx
+++ b/docs/cookbooks/operations/deep-research.mdx
@@ -77,3 +77,5 @@ Watch Deep Research in action:
Build a video research assistant that remembers insights from content.
+
+
diff --git a/docs/cookbooks/operations/email-automation.mdx b/docs/cookbooks/operations/email-automation.mdx
index 69fa854ad..7d3308f6e 100644
--- a/docs/cookbooks/operations/email-automation.mdx
+++ b/docs/cookbooks/operations/email-automation.mdx
@@ -432,3 +432,5 @@ By combining Mem0's memory capabilities with email processing, you can create in
Build customer support agents that remember context across tickets.
+
+
diff --git a/docs/cookbooks/operations/support-inbox.mdx b/docs/cookbooks/operations/support-inbox.mdx
index 08db89f22..4b1c3e170 100644
--- a/docs/cookbooks/operations/support-inbox.mdx
+++ b/docs/cookbooks/operations/support-inbox.mdx
@@ -121,3 +121,5 @@ As the conversation progresses, Mem0's memory automatically updates based on the
Extend support capabilities with intelligent email processing and routing.
+
+
diff --git a/docs/cookbooks/operations/team-task-agent.mdx b/docs/cookbooks/operations/team-task-agent.mdx
index fb0e04fe3..458e05d45 100644
--- a/docs/cookbooks/operations/team-task-agent.mdx
+++ b/docs/cookbooks/operations/team-task-agent.mdx
@@ -134,3 +134,5 @@ Mem0 enables fast, transparent collaboration for teams and agents, with full att
Apply collaborative memory patterns to customer support scenarios.
+
+
diff --git a/docs/integrations/agentops.mdx b/docs/integrations/agentops.mdx
index 656e312b6..3806ef767 100644
--- a/docs/integrations/agentops.mdx
+++ b/docs/integrations/agentops.mdx
@@ -173,3 +173,4 @@ Organize your monitoring with structured sessions:
+
diff --git a/docs/integrations/agno.mdx b/docs/integrations/agno.mdx
index faccf06ba..2f32743ff 100644
--- a/docs/integrations/agno.mdx
+++ b/docs/integrations/agno.mdx
@@ -205,3 +205,4 @@ Customize the integration to your needs:
+
diff --git a/docs/integrations/antigravity.mdx b/docs/integrations/antigravity.mdx
index 04ba0dfdf..c76ecd7f6 100644
--- a/docs/integrations/antigravity.mdx
+++ b/docs/integrations/antigravity.mdx
@@ -81,3 +81,5 @@ The plugin uses the same shell scripts as Claude Code, Cursor, and Codex: hooks
Add Mem0 memory to OpenCode workflows
+
+
diff --git a/docs/integrations/autogen.mdx b/docs/integrations/autogen.mdx
index c7299fbb7..d711ec566 100644
--- a/docs/integrations/autogen.mdx
+++ b/docs/integrations/autogen.mdx
@@ -140,3 +140,4 @@ This integration enables the creation of more intelligent and personalized AI ag
+
diff --git a/docs/integrations/aws-bedrock.mdx b/docs/integrations/aws-bedrock.mdx
index 64ba74e4f..d4acbd6b0 100644
--- a/docs/integrations/aws-bedrock.mdx
+++ b/docs/integrations/aws-bedrock.mdx
@@ -127,3 +127,4 @@ all_memories = m.get_all(filters={"user_id": "alice"})
+
diff --git a/docs/integrations/camel-ai.mdx b/docs/integrations/camel-ai.mdx
index d3bdf9dfc..1eb715b20 100644
--- a/docs/integrations/camel-ai.mdx
+++ b/docs/integrations/camel-ai.mdx
@@ -142,3 +142,5 @@ print(response.msgs[0].content)
href="/integrations/langchain"
/>
+
+
diff --git a/docs/integrations/chatdev.mdx b/docs/integrations/chatdev.mdx
index 86d6d471c..bbffdb401 100644
--- a/docs/integrations/chatdev.mdx
+++ b/docs/integrations/chatdev.mdx
@@ -241,3 +241,5 @@ By adding Mem0 as a memory store in ChatDev, your multi-agent workflows gain per
Build conversational agents with AutoGen and Mem0
+
+
diff --git a/docs/integrations/claude-code.mdx b/docs/integrations/claude-code.mdx
index b4b3e11b1..a571f813d 100644
--- a/docs/integrations/claude-code.mdx
+++ b/docs/integrations/claude-code.mdx
@@ -181,3 +181,5 @@ You: Add refresh token rotation to the auth system.
Add Mem0 memory to OpenAI Codex workflows
+
+
diff --git a/docs/integrations/codex.mdx b/docs/integrations/codex.mdx
index 9e743fb8d..5737a579e 100644
--- a/docs/integrations/codex.mdx
+++ b/docs/integrations/codex.mdx
@@ -162,3 +162,5 @@ You: Add WebSocket support for real-time notification delivery.
Add Mem0 memory to Claude Code workflows
+
+
diff --git a/docs/integrations/crewai.mdx b/docs/integrations/crewai.mdx
index 22a085d3f..f05f325a0 100644
--- a/docs/integrations/crewai.mdx
+++ b/docs/integrations/crewai.mdx
@@ -170,3 +170,4 @@ By combining CrewAI with Mem0, you can create sophisticated AI systems that main
+
diff --git a/docs/integrations/cursor.mdx b/docs/integrations/cursor.mdx
index faef9da80..cfaa5e208 100644
--- a/docs/integrations/cursor.mdx
+++ b/docs/integrations/cursor.mdx
@@ -122,3 +122,5 @@ You: The /orders endpoint is also slow, same pattern as before.
Add Mem0 memory to Claude Code workflows
+
+
diff --git a/docs/integrations/dify.mdx b/docs/integrations/dify.mdx
index 189961b25..9d031da4e 100644
--- a/docs/integrations/dify.mdx
+++ b/docs/integrations/dify.mdx
@@ -40,3 +40,5 @@ Enhance your Dify-powered AI with Mem0 and transform your conversational experie
Create LangChain-powered applications
+
+
diff --git a/docs/integrations/elevenlabs.mdx b/docs/integrations/elevenlabs.mdx
index 6910430b0..72be83af1 100644
--- a/docs/integrations/elevenlabs.mdx
+++ b/docs/integrations/elevenlabs.mdx
@@ -445,3 +445,5 @@ By integrating ElevenLabs Conversational AI with Mem0, you can create voice agen
Create voice-first AI applications
+
+
diff --git a/docs/integrations/flowise.mdx b/docs/integrations/flowise.mdx
index f1c8b72b2..64caf4ff2 100644
--- a/docs/integrations/flowise.mdx
+++ b/docs/integrations/flowise.mdx
@@ -125,3 +125,4 @@ Additional settings available in
diff --git a/docs/integrations/google-ai-adk.mdx b/docs/integrations/google-ai-adk.mdx
index 2ad1d6fe2..518136726 100644
--- a/docs/integrations/google-ai-adk.mdx
+++ b/docs/integrations/google-ai-adk.mdx
@@ -347,3 +347,5 @@ By implementing `Mem0MemoryService` as an ADK `BaseMemoryService`, you get persi
Compare with OpenAI's agent framework
+
+
diff --git a/docs/integrations/hermes.mdx b/docs/integrations/hermes.mdx
index 3c4e65a0a..c1d8e2f51 100644
--- a/docs/integrations/hermes.mdx
+++ b/docs/integrations/hermes.mdx
@@ -231,3 +231,5 @@ curl http://localhost:11434/api/tags
Get your API key and explore the Mem0 dashboard
+
+
diff --git a/docs/integrations/langchain-tools.mdx b/docs/integrations/langchain-tools.mdx
index 2d73ad1f0..bf800c050 100644
--- a/docs/integrations/langchain-tools.mdx
+++ b/docs/integrations/langchain-tools.mdx
@@ -317,3 +317,4 @@ Each tool provides structured input validation through Pydantic models and retur
+
diff --git a/docs/integrations/langchain.mdx b/docs/integrations/langchain.mdx
index 6f7a3df5a..7106be176 100644
--- a/docs/integrations/langchain.mdx
+++ b/docs/integrations/langchain.mdx
@@ -171,4 +171,4 @@ By integrating LangChain with Mem0, you can build a personalized Travel Agent AI
-
+
diff --git a/docs/integrations/langgraph.mdx b/docs/integrations/langgraph.mdx
index 7c0fa4101..26dcb68cf 100644
--- a/docs/integrations/langgraph.mdx
+++ b/docs/integrations/langgraph.mdx
@@ -173,3 +173,4 @@ By integrating LangGraph with Mem0, you can build a personalized Customer Suppor
+
diff --git a/docs/integrations/livekit.mdx b/docs/integrations/livekit.mdx
index 4216ef947..37b0ebd98 100644
--- a/docs/integrations/livekit.mdx
+++ b/docs/integrations/livekit.mdx
@@ -238,3 +238,4 @@ logger = logging.getLogger("memory_voice_agent")
+
diff --git a/docs/integrations/llama-index.mdx b/docs/integrations/llama-index.mdx
index c6e91388e..e91ed86fe 100644
--- a/docs/integrations/llama-index.mdx
+++ b/docs/integrations/llama-index.mdx
@@ -213,3 +213,4 @@ By integrating LlamaIndex with Mem0, you can build a personalized agent that can
+
diff --git a/docs/integrations/mastra.mdx b/docs/integrations/mastra.mdx
index 684db1260..215a18cae 100644
--- a/docs/integrations/mastra.mdx
+++ b/docs/integrations/mastra.mdx
@@ -135,3 +135,4 @@ By integrating Mastra with Mem0, you can build intelligent agents that learn and
+
diff --git a/docs/integrations/openai-agents-sdk.mdx b/docs/integrations/openai-agents-sdk.mdx
index 348d8e608..9b8b47689 100644
--- a/docs/integrations/openai-agents-sdk.mdx
+++ b/docs/integrations/openai-agents-sdk.mdx
@@ -235,3 +235,4 @@ mem0.add(
+
diff --git a/docs/integrations/openclaw.mdx b/docs/integrations/openclaw.mdx
index fb5e00501..320580f63 100644
--- a/docs/integrations/openclaw.mdx
+++ b/docs/integrations/openclaw.mdx
@@ -498,3 +498,5 @@ The plugin injects memory-related instructions into the agent's system context v
Create stateful agent workflows with memory
+
+
diff --git a/docs/integrations/opencode.mdx b/docs/integrations/opencode.mdx
index 8c222321a..f948aa6f7 100644
--- a/docs/integrations/opencode.mdx
+++ b/docs/integrations/opencode.mdx
@@ -152,3 +152,5 @@ If auto-dream hasn't run yet, it's almost always because a gate hasn't been met
Add Mem0 memory to Google Antigravity
+
+
diff --git a/docs/integrations/pi-agent.mdx b/docs/integrations/pi-agent.mdx
index 21bb5f4e1..b0cc113da 100644
--- a/docs/integrations/pi-agent.mdx
+++ b/docs/integrations/pi-agent.mdx
@@ -182,3 +182,5 @@ You: What do you know about my preferences?
Add Mem0 memory to OpenClaw agents
+
+
diff --git a/docs/integrations/pipecat.mdx b/docs/integrations/pipecat.mdx
index 63f15bb23..2faad8818 100644
--- a/docs/integrations/pipecat.mdx
+++ b/docs/integrations/pipecat.mdx
@@ -218,3 +218,5 @@ memory = Mem0MemoryService(
Create conversational voice agents
+
+
diff --git a/docs/integrations/raycast.mdx b/docs/integrations/raycast.mdx
index 9b6c3ba28..05f96d724 100644
--- a/docs/integrations/raycast.mdx
+++ b/docs/integrations/raycast.mdx
@@ -48,3 +48,5 @@ d. Enter this key in the extension preferences
Create intelligent desktop workflows
+
+
diff --git a/docs/integrations/respan.mdx b/docs/integrations/respan.mdx
index 00e9ad8e6..eebc18e36 100644
--- a/docs/integrations/respan.mdx
+++ b/docs/integrations/respan.mdx
@@ -139,3 +139,5 @@ Integrating Mem0 with Respan provides a powerful combination for building AI app
Monitor agent performance with AgentOps
+
+
diff --git a/docs/integrations/vercel-ai-sdk.mdx b/docs/integrations/vercel-ai-sdk.mdx
index c55cb9e12..b6546e082 100644
--- a/docs/integrations/vercel-ai-sdk.mdx
+++ b/docs/integrations/vercel-ai-sdk.mdx
@@ -346,3 +346,4 @@ Mem0's Vercel AI SDK enables the creation of intelligent, context-aware applicat
+
diff --git a/docs/introduction.mdx b/docs/introduction.mdx
index 325012bed..48ddbb88e 100644
--- a/docs/introduction.mdx
+++ b/docs/introduction.mdx
@@ -43,7 +43,7 @@ mode: "custom"
+
+
By default the Node SDK uses local-friendly settings (OpenAI `gpt-5-mini`, `text-embedding-3-small`, in-memory vector store, and SQLite history). Pass a config to swap any of them.
diff --git a/docs/open-source/overview.mdx b/docs/open-source/overview.mdx
index c1b015b33..e6e6a01d1 100644
--- a/docs/open-source/overview.mdx
+++ b/docs/open-source/overview.mdx
@@ -69,3 +69,5 @@ Override any component with [`Memory.from_config`](/open-source/configuration).
| Bundled providers | `openai`, `anthropic`, `gemini` (switch on the Configuration page) |
See [Self-Hosted Setup](/open-source/setup#supported-providers) for the full provider list and how to extend it.
+
+
diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx
index b95d62318..b5a2132ac 100644
--- a/docs/open-source/python-quickstart.mdx
+++ b/docs/open-source/python-quickstart.mdx
@@ -76,6 +76,7 @@ print(results)
+
By default `Memory()` wires up:
diff --git a/docs/open-source/setup.mdx b/docs/open-source/setup.mdx
index 4072dacc8..a7603cbb2 100644
--- a/docs/open-source/setup.mdx
+++ b/docs/open-source/setup.mdx
@@ -120,6 +120,8 @@ On a fresh install the dashboard redirects to `/setup`. Each step submits on Ent
For the underlying endpoints (including `/auth/*`, `/api-keys`, `/requests`, `/entities`), see the [REST API reference](/open-source/features/rest-api).
+
+
---
## Supported providers