M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository

{ "Pinecone": { "Pros": [ "Fully managed, cloud-native, designed for horizontal scaling to billions of vectors (multi-tenant and multi-region support)", "Low-latency vector search (sub-100ms typical), optimized for high throughput", "Strong developer community, extensive documentation, tutorials, and ecosystem integrations (LangChain, OpenAI, etc.)", "Simple API-based usage; no infrastructure management required (fully managed SaaS)", "Usage-based pricing with a free tier available", "SOC 2 Type II, GDPR, encryption at rest and in transit, role-based access control" ], "Cons": [ "Cloud-only (AWS, GCP, Azure); no on-premises or self-hosted option as of 2024", "Proprietary indexing (not open source)", "Pricing and some features require manual verification for latest details" ], "Integration Considerations": [ "SDKs: Python client, JavaScript client", "APIs: REST API", "Deployment: Cloud-only (AWS, GCP, Azure); no on-premises/self-hosted", "Language support: Python, JavaScript" ] }, "Weaviate": { "Pros": [ "Horizontally scalable, supports sharding and replication; can handle billions of vectors", "Real-time vector search, sub-100ms latency, supports hybrid (vector+keyword) search", "Open-source, active community, plugin system, strong documentation", "Multiple deployment options: managed cloud and self-hosted (Docker, Kubernetes, on-premises, any cloud)", "Free open-source version available", "Encryption in transit, authentication/authorization, GDPR, SOC 2 (cloud), RBAC" ], "Cons": [ "Operational complexity depends on deployment mode (self-hosted may require more setup/maintenance)", "Pricing and some features require manual verification for latest details" ], "Integration Considerations": [ "SDKs: Python, JavaScript, Go clients", "APIs: REST API, GraphQL API", "Deployment: Managed cloud, self-hosted (on-premises, any cloud, Docker, Kubernetes)", "Language support: Python, JavaScript, Go" ] }, "Qdrant": { "Pros": [ "Horizontally scalable, supports distributed deployments, sharding, and replication", "High-performance ANN search (HNSW, quantization), sub-100ms latency, optimized for both CPU and GPU", "Open-source, active community, plugin system, strong documentation", "Multiple deployment options: managed cloud, self-hosted (Docker, Kubernetes, bare metal, any cloud, on-premises)", "Free open-source version available", "Encryption in transit, authentication/authorization, GDPR, RBAC" ], "Cons": [ "Operational complexity depends on deployment mode (self-hosted may require more setup/maintenance)", "Pricing and some features require manual verification for latest details" ], "Integration Considerations": [ "SDKs: Python, JavaScript clients", "APIs: REST API, gRPC API", "Deployment: Managed cloud, self-hosted (on-premises, any cloud, Docker, Kubernetes, bare metal)", "Language support: Python, JavaScript" ] } }