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#go #containers #event_driven #kubernetes #microservice #microservices #pubsub #serverless #sidecar #state_management

Dapr is a tool that helps developers build strong, scalable, and reliable microservices easily. It works with any programming language and framework, making it very flexible. Dapr adds a small side-car to your application that handles complex tasks like state management, messaging, and event triggers, so you don't have to worry about these details. This means you can focus on writing your code without getting bogged down in low-level details. Dapr also runs on various platforms, including cloud, edge devices, and local machines, making it very versatile. Overall, Dapr simplifies building distributed applications and makes them more consistent and portable.

https://github.com/dapr/dapr
#python #agent #ai #aiagent #application #chatbots #chatgpt #embeddings #llm #long_term_memory #memory #memory_management #python #rag #state_management #vector_database

Mem0 is a special tool that helps AI systems remember things. It makes AI interactions more personal and efficient by storing user preferences and past conversations. This means you don't have to repeat information, and the AI can give better answers based on what it knows about you. Mem0 also saves money by only sending important data to AI models, reducing costs up to 80%. It's easy to use and works with popular AI platforms like OpenAI and Claude.

https://github.com/mem0ai/mem0
#typescript #data_layer #local_first #signals #sqlite #state_management #sync_engine

LiveStore is a powerful data layer for apps that uses a reactive SQLite database to manage and sync data instantly across devices, even offline. It replaces traditional state management tools like Redux by allowing you to query and update data reactively with real-time syncing via event-sourcing. It supports many platforms and UI frameworks, offers flexible data modeling, and handles merge conflicts automatically. This means your app can work smoothly offline, sync changes seamlessly, and stay fast and reliable. LiveStore helps you build high-performance, offline-first apps with easy debugging and evolution.

https://github.com/livestorejs/livestore
#python #agent #ai #aiagent #awesome #chatgpt #hacktoberfest #hacktoberfest2025 #llm #long_short_term_memory #memori_ai #memory #memory_management #python #rag #state_management

Memori is an open-source memory engine that gives AI language models human-like memory using standard SQL databases like PostgreSQL, MySQL, or SQLite.[1][2] With just one line of code, you can enable any LLM to remember conversations, learn from interactions, and maintain context across sessions.[1] The key benefits are significant cost savings of 80-90% compared to expensive vector databases, complete data ownership and transparency since memories are stored in SQL databases you control, and zero vendor lock-in allowing you to export and move your data anywhere.[1][3] Memori works with popular frameworks like OpenAI, Anthropic, and LangChain, making it easy to integrate into existing projects without complex setup.[1]

https://github.com/GibsonAI/Memori
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