Content audit: remove 20 entries, correct 12, add 8

_data/libraries/clients/iovalkey.json

@@ -8,7 +8,7 @@
   "isFirstParty": true,
   "docsNote": "No dedicated Valkey-branded docs site; only redis.github.io API docs from the ioredis lineage exist (checked 2026-09-03).",
   "installCommand": "npm install iovalkey",
-  "features": "110000001",
+  "features": "111000001",
   "type": "clients",
   "tags": [
     "Clients"

_data/libraries/clients/valkey-py.json

@@ -7,7 +7,7 @@
   "documentation": "https://valkey-py.readthedocs.io/en/latest/",
   "isFirstParty": true,
   "installCommand": "pip install valkey",
-  "features": "110000001",
+  "features": "111000101",
   "type": "clients",
   "tags": [
     "Clients"

_data/libraries/integrations/agno.json

@@ -0,0 +1,14 @@
+{
+  "name": "Agno",
+  "language": "Python",
+  "license": "Apache-2.0",
+  "description": "Agent framework with Valkey as a session and state store, plus a Valkey vector store (requires valkey-bundle) supporting vector and keyword search.",
+  "repository": "https://github.com/agno-agi/agno",
+  "documentation": "https://docs.agno.com/database/providers/valkey/overview",
+  "isFirstParty": false,
+  "installCommand": "pip install 'agno[valkey]'",
+  "type": "ai",
+  "tags": [
+    "Agent frameworks"
+  ]
+}

_data/libraries/integrations/cocoindex.json

@@ -6,7 +6,7 @@
   "repository": "https://github.com/cocoindex-io/cocoindex",
   "documentation": "https://cocoindex.io/",
   "isFirstParty": false,
-  "installCommand": "pip install cocoindex",
+  "installCommand": "pip install 'cocoindex[valkey]'",
   "type": "ai",
   "tags": [
     "RAG & retrieval"

_data/libraries/integrations/cognee-valkey-adapter.json

@@ -2,7 +2,7 @@
   "name": "Cognee Valkey Adapter",
   "language": "Python",
   "license": "Apache-2.0",
-  "description": "Vector adapter that lets Cognee — an AI memory engine building knowledge graphs from your data — store its embeddings in Valkey.",
+  "description": "Cognee is an AI memory engine building knowledge graphs from your data, which has an adapter for storing embeddings in Valkey (requires valkey-bundle).",
   "repository": "https://github.com/topoteretes/cognee-community",
   "installCommand": "pip install cognee-community-vector-adapter-valkey",
   "isFirstParty": false,

_data/libraries/integrations/huey.json

@@ -2,11 +2,11 @@
   "name": "huey",
   "language": "Python",
   "license": "MIT",
-  "description": "Lightweight Python task queue with periodic tasks and retries.",
+  "description": "Python task queue with periodic tasks and retries, with a Valkey backend built on the official Valkey GLIDE client.",
   "repository": "https://github.com/coleifer/huey",
   "documentation": "https://huey.readthedocs.io/",
   "isFirstParty": false,
-  "installCommand": "pip install huey",
+  "installCommand": "pip install huey valkey-glide-sync",
   "type": "tools",
   "tags": [
     "Queues & background jobs"

_data/libraries/integrations/langbot.json

@@ -0,0 +1,14 @@
+{
+  "name": "LangBot",
+  "language": "Python",
+  "license": "Apache-2.0",
+  "description": "Chat-bot platform whose knowledge base can use a Valkey vector store, built on the official Valkey GLIDE client (requires valkey-bundle; not available on Windows).",
+  "repository": "https://github.com/langbot-app/LangBot",
+  "documentation": "https://langbot.app",
+  "isFirstParty": false,
+  "installCommand": "pip install langbot",
+  "type": "ai",
+  "tags": [
+    "Agent frameworks"
+  ]
+}

_data/libraries/integrations/langflow.json

@@ -0,0 +1,14 @@
+{
+  "name": "Langflow",
+  "language": "Python",
+  "license": "MIT",
+  "description": "Visual builder for agent and RAG flows, with Valkey vector store (requires valkey-bundle) and chat memory components shipped as extensions.",
+  "repository": "https://github.com/langflow-ai/langflow",
+  "documentation": "http://www.langflow.org",
+  "isFirstParty": false,
+  "installCommand": "pip install \"langflow[bundles]\"",
+  "type": "ai",
+  "tags": [
+    "RAG & retrieval"
+  ]
+}

_data/libraries/integrations/litellm.json

@@ -0,0 +1,14 @@
+{
+  "name": "LiteLLM",
+  "language": "Python",
+  "license": "MIT",
+  "description": "Unified gateway for 100+ LLM APIs, with a Valkey-backed semantic cache for prompt and response reuse (requires valkey-bundle).",
+  "repository": "https://github.com/BerriAI/litellm",
+  "documentation": "https://docs.litellm.ai/docs/",
+  "isFirstParty": false,
+  "installCommand": "pip install litellm 'redis<6'",
+  "type": "ai",
+  "tags": [
+    "Inference & serving"
+  ]
+}

_data/libraries/integrations/praisonai.json

@@ -2,11 +2,11 @@
   "name": "PraisonAI",
   "language": "Python",
   "license": "MIT",
-  "description": "Multi-agent framework for building production agent teams, with pluggable memory and retrieval.",
+  "description": "Multi-agent framework for building production agent teams, with pluggable retrieval (requires valkey-bundle), and storage.",
   "repository": "https://github.com/MervinPraison/PraisonAI",
   "documentation": "https://docs.praison.ai/",
   "isFirstParty": false,
-  "installCommand": "pip install praisonai",
+  "installCommand": "pip install 'praisonai[valkey]'",
   "type": "ai",
   "tags": [
     "Agent frameworks"

_data/libraries/integrations/rq.json

@@ -1,9 +1,9 @@
 {
   "name": "Rq",
   "language": "Python",
-  "license": "BSD-3-Clause",
-  "description": "Minimalistic Python task queue backed by Valkey.",
-  "repository": "https://github.com/nvie/rq",
+  "license": "BSD-2-Clause",
+  "description": "Minimalistic Python task queue that supports Valkey.",
+  "repository": "https://github.com/rq/rq",
   "documentation": "https://python-rq.org/",
   "isFirstParty": false,
   "installCommand": "pip install rq",

_data/libraries/integrations/sidekiq.json

@@ -2,8 +2,8 @@
   "name": "Sidekiq",
   "language": "Ruby",
   "license": "LGPL-3.0",
-  "description": "Simple, efficient background job processing for Rails applications.",
-  "repository": "https://github.com/mperham/sidekiq",
+  "description": "Background job processing for Ruby applications, with maintained support for Valkey 7.2 and above.",
+  "repository": "https://github.com/sidekiq/sidekiq",
   "documentation": "https://sidekiq.org/",
   "isFirstParty": false,
   "installCommand": "gem install sidekiq",

_data/libraries/integrations/spring-data-valkey.json

@@ -9,5 +9,6 @@
   "type": "tools",
   "tags": [
     "Frameworks & ORMs"
-  ]
+  ],
+  "installCommand": "io.valkey.springframework.data:spring-data-valkey:2.0.0"
 }