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| Utilize RAGAS framework to evaluate RAG performance | RAG | Evaluation of RAG apps using the RAGAS framework. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/RAG/06_ragas_evaluation.ipynb)|
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| LangGraph and agents | Agents | Getting started with agent workflows. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/agents/00_langgraph_redis_agentic_rag.ipynb)|
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| Movie recommendation system | Agents | Collaborative agent-based movie recommender. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/agents/01_crewai_langgraph_redis.ipynb)|
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| LLM session manager with semantic similarity | LLM Memory | Tracks conversation sessions using Redis and similarity. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/llm-session-manager/00_llm_session_manager.ipynb)|
| Semantic cache with Llama3.1 | Semantic Caching | Uses Doc2Cache framework with Llama3.1. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/doc2cache_llama3_1.ipynb)|
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| Semantic cache with Gemini | Semantic Caching | Gemini-based semantic caching demo. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/semantic_caching_gemini.ipynb)|
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| Facial recognition | Computer Vision | Face matching using Facenet and RedisVL. |[Open in Colab](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/computer-vision/00_facial_recognition_facenet.ipynb)|
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| Content filtering with redisvl | Recommendation Systems | Introduction to content-based filtering. |[Open in Colab](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/recommendation-systems/00_content_filtering.ipynb)|
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| Collaborative filtering with redisvl | Recommendation Systems | Intro to collaborative filtering with RedisVL. |[Open in Colab](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/recommendation-systems/01_collaborative_filtering.ipynb)|
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| Advanced RAG example | Best Practices | Demonstrates mature RAG implementation patterns. |[Open in Colab](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/RAG/04_advanced_redisvl.ipynb)|
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| Facial recognition | Computer Vision | Face matching using Facenet and RedisVL. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/computer-vision/00_facial_recognition_facenet.ipynb)|
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| Content filtering with redisvl | Recommendation Systems | Introduction to content-based filtering. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/recommendation-systems/00_content_filtering.ipynb)|
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| Collaborative filtering with redisvl | Recommendation Systems | Intro to collaborative filtering with RedisVL. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/recommendation-systems/01_collaborative_filtering.ipynb)|
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| Advanced RAG example | Best Practices | Demonstrates mature RAG implementation patterns. |[Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/RAG/04_advanced_redisvl.ipynb)|
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