{"data":{"slug":"redis-developer-redis-ai-resources","name":"redis-ai-resources","tagline":"Curated list of resources for Redis in AI ecosystem","github_url":"https://github.com/redis-developer/redis-ai-resources","owner":"redis-developer","repo":"redis-ai-resources","owner_avatar_url":"https://avatars.githubusercontent.com/u/69006381?v=4","primary_language":"Jupyter Notebook","stars":490,"forks":81,"topics":["ai","awesome-list","ecosystem","feature-store","machine-learning","redis","vector-database","vector-search"],"archived":false,"github_pushed_at":"2026-08-15T16:11:30+00:00","maintenance_label":"Active","stars_delta_30d":13,"url":"https://www.graphcanon.com/tools/redis-developer-redis-ai-resources","markdown_url":"https://www.graphcanon.com/tools/redis-developer-redis-ai-resources.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/redis-developer-redis-ai-resources","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=redis-developer-redis-ai-resources","description":"✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.","homepage_url":null,"license":"MIT","open_issues":14,"watchers":17,"ai_summary":"This repository provides a curated collection of community resources, integrations, and examples showcasing the usage of Redis within various aspects of the artificial intelligence industry.","readme_excerpt":"## Getting Started\n\nNew to Redis for AI applications? Here's how to get started:\n\n1. **First time with Redis?** Start with our [Redis Intro notebook](python-recipes/redis-intro/00_redis_intro.ipynb) \n2. **Want to try vector search?** Check our [Vector Search with RedisVL](python-recipes/vector-search/01_redisvl.ipynb) recipe\n3. **Building a RAG application?** Begin with [RAG from Scratch](python-recipes/RAG/01_redisvl.ipynb)\n4. **Ready to see it in action?** Play with the [Redis RAG Workbench](https://github.com/redis-developer/redis-rag-workbench) demo\n\n<hr>\n\n---\n\n### Getting started with Redis & Vector Search\n\n| Recipe | GitHub | Google Colab |\n| --- | --- | --- |\n| 🏁 **Redis Intro** - The place to start if brand new to Redis |  |  |\n| 🔍 **Vector Search with RedisPy** - Vector search with Redis python client |  |  |\n| 📚 **Vector Search with RedisVL** - Vector search with Redis Vector Library |  |  |\n| 🔄 **Hybrid Search** - Hybrid search techniques with Redis (BM25 + Vector) |  |  |\n| 🔢 **Data Type Support** - Shows how to convert a float32 index to float16 or integer dataypes |  |  |\n| 📊 **Benchmarking Basics** - Overview of search benchmarking basics with RedisVL and Python multiprocessing |  |  |\n| 📊 **Multi Vector Search** - Overview of multi vector queries with RedisVL |  |  |\n| 🗜️ **HNSW to SVS-VAMANA Migration** - Showcase how to migrate HNSW indices to SVS-VAMANA |  |  |\n| 🗜️ **FLAT to SVS-VAMANA Migration** - Showcase how to migrate FLAT indices to SVS-VAMANA |  |  |","github_created_at":"2023-02-02T14:58:40+00:00","created_at":"2026-07-11T11:35:21.777467+00:00","updated_at":"2026-08-23T06:02:27.782999+00:00","categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"awesome-list","name":"awesome-list"},{"slug":"ecosystem","name":"ecosystem"},{"slug":"feature-store","name":"feature-store"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"redis","name":"redis"},{"slug":"vector-database","name":"vector-database"},{"slug":"vector-search","name":"vector-search"}],"trust":{"provenance":{"is_fork":false,"github_id":596607771,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-23T06:02:27.079Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":7,"last_release_at":null,"stars_delta_30d":13,"open_issues_delta_30d":1},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:35:23.448Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-23T06:02:27.508Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-08-23T06:02:27.508Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-23T06:02:27.508Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["You require a compilation of best practices and examples specifically aligned with using Redis within the AI ecosystem.","You aim to integrate your machine-learning projects with a feature store, benefiting from fast data retrieval and low-latency operations typical of Redis."],"when_not_to_use":["Your primary focus is on generic database management not specific to AI tasks; consider general-purpose databases instead for broader usability.","The repository does not offer direct source code or tools but rather pointers, if you are looking for detailed coding implementations, a different tool that provides codebases might be more useful."],"source":"enrich:decision_facts","observed_at":"2026-07-15T09:42:39.665Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Redis-ai-resources is an MIT licensed repository that offers a curated selection of community resources and integrations for Redis in AI applications."}]}}