fix(docs): add redirect rules for legacy and moved documentation pages (#4413)

docs/api-reference.mdx

@@ -20,8 +20,8 @@ Mem0 provides a comprehensive REST API for integrating advanced memory capabilit
 Get started with Mem0 API in three simple steps:
 
 1. **[Add Memories](/api-reference/memory/add-memories)** - Store information and context from user conversations
-2. **[Search Memories](/api-reference/memory/v2-search-memories)** - Retrieve relevant memories using semantic search
-3. **[Get Memories](/api-reference/memory/v2-get-memories)** - Fetch all memories for a specific entity
+2. **[Search Memories](/api-reference/memory/search-memories)** - Retrieve relevant memories using semantic search
+3. **[Get Memories](/api-reference/memory/get-memories)** - Fetch all memories for a specific entity
 
 ---
 
@@ -32,7 +32,7 @@ Get started with Mem0 API in three simple steps:
     Store new memories from conversations and interactions
   </Card>
 
-  <Card title="Search Memories" icon="magnifying-glass" href="/api-reference/memory/v2-search-memories">
+  <Card title="Search Memories" icon="magnifying-glass" href="/api-reference/memory/search-memories">
     Find relevant memories using semantic search with filters
   </Card>
 
@@ -102,7 +102,7 @@ Get your API key from the [Mem0 Dashboard](https://app.mem0.ai/dashboard/api-key
     Start storing memories via the REST API
   </Card>
 
-  <Card title="Search with Filters" icon="filter" href="/api-reference/memory/v2-search-memories">
+  <Card title="Search with Filters" icon="filter" href="/api-reference/memory/search-memories">
     Learn advanced search and filtering techniques
   </Card>
 </CardGroup>

docs/docs.json

@@ -859,6 +859,198 @@
     {
       "source": "/features/memory-export",
       "destination": "/platform/features/memory-export"
+    },
+    {
+      "source": "/v0x/components/:a/:b/:c",
+      "destination": "/components/:a/:b/:c"
+    },
+    {
+      "source": "/v0x/components/:a/:b",
+      "destination": "/components/:a/:b"
+    },
+    {
+      "source": "/v0x/core-concepts/:a/:b",
+      "destination": "/core-concepts/:a/:b"
+    },
+    {
+      "source": "/v0x/integrations/:slug",
+      "destination": "/integrations/:slug"
+    },
+    {
+      "source": "/v0x/open-source/:slug",
+      "destination": "/open-source/:slug"
+    },
+    {
+      "source": "/v0x/introduction",
+      "destination": "/introduction"
+    },
+    {
+      "source": "/features/async-client",
+      "destination": "/platform/features/async-client"
+    },
+    {
+      "source": "/features/custom-prompts",
+      "destination": "/platform/features/platform-overview"
+    },
+    {
+      "source": "/features/selective-memory",
+      "destination": "/platform/features/platform-overview"
+    },
+    {
+      "source": "/features/custom-categories",
+      "destination": "/platform/features/custom-categories"
+    },
+    {
+      "source": "/components/config",
+      "destination": "/open-source/configuration"
+    },
+    {
+      "source": "/concepts/memory-scoring",
+      "destination": "/core-concepts/memory-types"
+    },
+    {
+      "source": "/cookbooks/research-copilot",
+      "destination": "/cookbooks/operations/deep-research"
+    },
+    {
+      "source": "/platform/features/organizations-projects",
+      "destination": "/api-reference/organizations-projects"
+    },
+    {
+      "source": "/playground",
+      "destination": "/platform/quickstart"
+    },
+    {
+      "source": "/cdn-cgi/l/email-protection",
+      "destination": "/introduction"
+    },
+    {
+      "source": "/features/online-memory",
+      "destination": "/platform/features/platform-overview"
+    },
+    {
+      "source": "/features/multimodal",
+      "destination": "/platform/features/multimodal-support"
+    },
+    {
+      "source": "/features/inferences",
+      "destination": "/platform/features/platform-overview"
+    },
+    {
+      "source": "/features/graph-memory",
+      "destination": "/platform/features/graph-memory"
+    },
+    {
+      "source": "/features/:slug",
+      "destination": "/platform/features/:slug"
+    },
+    {
+      "source": "/platform/features/online-memory",
+      "destination": "/platform/features/platform-overview"
+    },
+    {
+      "source": "/platform/features/multimodal",
+      "destination": "/platform/features/multimodal-support"
+    },
+    {
+      "source": "/platform/features/inferences",
+      "destination": "/platform/features/platform-overview"
+    },
+    {
+      "source": "/platform/features/custom-prompts",
+      "destination": "/platform/features/custom-instructions"
+    },
+    {
+      "source": "/platform/features/rest-api",
+      "destination": "/open-source/features/rest-api"
+    },
+    {
+      "source": "/components/embedders/models/google_ai",
+      "destination": "/components/embedders/models/google_AI"
+    },
+    {
+      "source": "/components/embedders/models/lm_studio",
+      "destination": "/components/embedders/models/lmstudio"
+    },
+    {
+      "source": "/components/llms/models/xai",
+      "destination": "/components/llms/models/xAI"
+    },
+    {
+      "source": "/components/llms/models/google_ai",
+      "destination": "/components/llms/models/google_AI"
+    },
+    {
+      "source": "/components/llms/models/mistral_ai",
+      "destination": "/components/llms/models/mistral_AI"
+    },
+    {
+      "source": "/components/llms/models/lm_studio",
+      "destination": "/components/llms/models/lmstudio"
+    },
+    {
+      "source": "/components/vectordbs/dbs/neptune-analytics",
+      "destination": "/components/vectordbs/dbs/neptune_analytics"
+    },
+    {
+      "source": "/components/vectordbs/dbs/s3-vectors",
+      "destination": "/components/vectordbs/dbs/s3_vectors"
+    },
+    {
+      "source": "/open-source/python_quickstart",
+      "destination": "/open-source/python-quickstart"
+    },
+    {
+      "source": "/open-source/node_quickstart",
+      "destination": "/open-source/node-quickstart"
+    },
+    {
+      "source": "/open-source/rest-api",
+      "destination": "/open-source/features/rest-api"
+    },
+    {
+      "source": "/cookbooks/deep-research",
+      "destination": "/cookbooks/operations/deep-research"
+    },
+    {
+      "source": "/v0x/overview",
+      "destination": "/platform/overview"
+    },
+    {
+      "source": "/v0x/quickstart",
+      "destination": "/platform/quickstart"
+    },
+    {
+      "source": "/v0x/faqs",
+      "destination": "/platform/faqs"
+    },
+    {
+      "source": "/integrations/multion",
+      "destination": "/integrations"
+    },
+    {
+      "source": "/integrations/composio",
+      "destination": "/integrations"
+    },
+    {
+      "source": "/integrations/qdrant",
+      "destination": "/components/vectordbs/dbs/qdrant"
+    },
+    {
+      "source": "/integrations/anthropic",
+      "destination": "/components/llms/models/anthropic"
+    },
+    {
+      "source": "/llms",
+      "destination": "/components/llms/overview"
+    },
+    {
+      "source": "/open-source/graph-memory",
+      "destination": "/open-source/features/graph-memory"
+    },
+    {
+      "source": "/cookbooks/customer-support-agent",
+      "destination": "/cookbooks/operations/support-inbox"
     }
   ]
 }

docs/llms.txt

@@ -104,7 +104,7 @@ Key differentiators:
 - [Together](https://docs.mem0.ai/components/llms/models/together): Open-source model inference platform
 - [DeepSeek](https://docs.mem0.ai/components/llms/models/deepseek): Advanced reasoning models
 - [Sarvam](https://docs.mem0.ai/components/llms/models/sarvam): Indian language models
-- [XAI](https://docs.mem0.ai/components/llms/models/xai): xAI models integration
+- [XAI](https://docs.mem0.ai/components/llms/models/xAI): xAI models integration
 - [LiteLLM](https://docs.mem0.ai/components/llms/models/litellm): Unified LLM interface and proxy
 - [LangChain](https://docs.mem0.ai/components/llms/models/langchain): LangChain LLM integration
 - [OpenAI Structured](https://docs.mem0.ai/components/llms/models/openai_structured): OpenAI with structured output support
@@ -120,7 +120,7 @@ Key differentiators:
 - [Milvus](https://docs.mem0.ai/components/vectordbs/dbs/milvus): Open-source vector database for AI applications at scale
 - [Redis](https://docs.mem0.ai/components/vectordbs/dbs/redis): Real-time vector storage and search with Redis Stack
 - [Supabase](https://docs.mem0.ai/components/vectordbs/dbs/supabase): Open-source Firebase alternative with vector support
-- [Upstash Vector](https://docs.mem0.ai/components/vectordbs/dbs/upstash_vector): Serverless vector database
+- [Upstash Vector](https://docs.mem0.ai/components/vectordbs/dbs/upstash-vector): Serverless vector database
 - [Elasticsearch](https://docs.mem0.ai/components/vectordbs/dbs/elasticsearch): Distributed search and analytics engine
 - [OpenSearch](https://docs.mem0.ai/components/vectordbs/dbs/opensearch): Open-source search and analytics platform
 - [FAISS](https://docs.mem0.ai/components/vectordbs/dbs/faiss): Facebook AI Similarity Search library
@@ -136,9 +136,9 @@ Key differentiators:
 
 - [OpenAI Embeddings](https://docs.mem0.ai/components/embedders/models/openai): High-quality text embeddings with customizable dimensions
 - [Azure OpenAI Embeddings](https://docs.mem0.ai/components/embedders/models/azure_openai): Enterprise Azure-hosted embedding models
-- [Google AI](https://docs.mem0.ai/components/embedders/models/google_ai): Gemini embedding models
+- [Google AI](https://docs.mem0.ai/components/embedders/models/google_AI): Gemini embedding models
 - [AWS Bedrock](https://docs.mem0.ai/components/embedders/models/aws_bedrock): Amazon embedding models through Bedrock
-- [Hugging Face](https://docs.mem0.ai/components/embedders/models/hugging_face): Open-source embedding models for local deployment
+- [Hugging Face](https://docs.mem0.ai/components/embedders/models/huggingface): Open-source embedding models for local deployment
 - [Vertex AI](https://docs.mem0.ai/components/embedders/models/vertexai): Google Cloud's enterprise embedding models
 - [Ollama](https://docs.mem0.ai/components/embedders/models/ollama): Local embedding models for privacy-focused applications
 - [Together](https://docs.mem0.ai/components/embedders/models/together): Open-source model embeddings

docs/migration/oss-to-platform.mdx

@@ -370,7 +370,7 @@ If you encounter issues, you can revert immediately by switching your import bac
 
 - [Platform Dashboard](https://app.mem0.ai) - Monitor usage and manage settings.
 - [Webhooks Setup](/platform/features/webhooks) - Configure real-time event notifications.
-- [Organizations & Projects](/platform/features/organizations-projects) - Set up multi-tenancy for your team.
+- [Organizations & Projects](/api-reference/organizations-projects) - Set up multi-tenancy for your team.
 
 <CardGroup cols={2}>
   <Card

docs/templates/api_reference_template.mdx

@@ -123,7 +123,7 @@ const response = await fetch("https://api.mem0.ai/v1/memories", {
 
 ## Sample workflow
 
-- [Build a Customer Support Agent](/cookbooks/customer-support-agent)
+- [Build a Customer Support Agent](/cookbooks/operations/support-inbox)
 
 {/* DEBUG: verify CTA targets */}
 

docs/templates/feature_guide_template.mdx

@@ -124,10 +124,10 @@ Walk through a real request/response. Include sample payloads and highlight nota
 {/* DEBUG: verify CTA targets */}
 
 <CardGroup cols={2}>
-  <Card title="Dive Into Memory Scoring" icon="scale-balanced" href="/concepts/memory-scoring">
+  <Card title="Dive Into Memory Scoring" icon="scale-balanced" href="/core-concepts/memory-types">
     Understand how Mem0 ranks memories under the hood.
   </Card>
-  <Card title="Build a Research Copilot" icon="book-open" href="/cookbooks/research-copilot">
+  <Card title="Build a Research Copilot" icon="book-open" href="/cookbooks/operations/deep-research">
     See advanced retrieval driving a full knowledge assistant.
   </Card>
 </CardGroup>

skills/mem0/scripts/mem0_doc_search.py

@@ -43,7 +43,7 @@ SECTION_MAP = {
         "/platform/features/v2-memory-filters",
         "/platform/features/async-client",
         "/platform/features/webhooks",
-        "/platform/features/multimodal",
+        "/platform/features/multimodal-support",
     ],
     "api": [
         "/api-reference/memory/add-memories",