humanlayer/12-factor-agents Graph

Graph Summary

humanlayer/12-factor-agents graph connects 3 alternatives, 8 related projects, 2 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes64

Edges431

Projects48

Dependencies48

Open project knowledge Find alternatives Explore related projects Explain score Compare shortlist

Alternatives3 linked signals Related8 linked signals Dependencies2 linked signals Deployments4 linked signals Use Cases3 linked signals Categories28 linked signals Migrations3 linked signals

Project Context

12-factor-agents

Maintainerhumanlayer

LicenseNOASSERTION

LanguageTypeScript

Recent activityLast push 361 days ago

Deployment Targets

Dependencies

Knowledge Graph

64 nodes / 431 edges

humanlayer/12-factor-agents ↔ genkit-ai/genkitUse genkit-ai/genkit when the user needs a rag framework project with library-only, local, cloud deployment options.

humanlayer/12-factor-agents ↔ run-llama/llama_indexUse run-llama/llama_index when the user needs a rag framework project with docker, library-only, local deployment options.

humanlayer/12-factor-agents ↔ getzep/graphitiUse getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options.

humanlayer/12-factor-agents ↔ langchain-ai/langgraphUse langchain-ai/langgraph when the user needs a rag framework project with library-only, local, cloud deployment options.

humanlayer/12-factor-agents ↔ LMCache/LMCacheUse LMCache/LMCache when the user needs a rag framework project with kubernetes, library-only, local deployment options.

humanlayer/12-factor-agents ↔ infiniflow/ragflowUse infiniflow/ragflow when the user needs a rag framework project with docker, library-only, local deployment options.

Alternatives Network

Replacement candidates

JSON

humanlayer/12-factor-agents ↔ mem0ai/mem0Use mem0ai/mem0 when the user needs a rag framework project with docker, vercel, serverless deployment options.

humanlayer/12-factor-agents ↔ langchain-ai/langgraphUse langchain-ai/langgraph when the user needs a rag framework project with library-only, local, cloud deployment options.

humanlayer/12-factor-agents ↔ bytedance/deer-flowUse bytedance/deer-flow when the user needs a rag framework project with docker, library-only, local deployment options.

humanlayer/12-factor-agents ↔ getzep/graphitiUse getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options.

humanlayer/12-factor-agents ↔ elizaOS/elizaUse elizaOS/eliza when the user needs a rag framework project with docker, local, cloud deployment options.

humanlayer/12-factor-agents ↔ genkit-ai/genkitUse genkit-ai/genkit when the user needs a rag framework project with library-only, local, cloud deployment options.

Migration Paths

What to verify before switching

JSON

These paths are evidence-backed heuristics, not drop-in compatibility claims.

humanlayer/12-factor-agents -> langchain-ai/langgraphCompatibility: medium / estimated cost: high.Shared: category:rag_framework, deployment:library_only, deployment:local, deployment:cloud, use_case:build RAG applications, use_case:connect private data to LLMs, use_case:index documents for retrieval, dependency:Vector database.Gaps: Deployment targets not listed by target: kubernetes. Language changes from TypeScript to Python. License changes from NOASSERTION to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

humanlayer/12-factor-agents -> mem0ai/mem0Compatibility: medium / estimated cost: high.Shared: category:rag_framework, deployment:library_only, deployment:local, use_case:build RAG applications, use_case:connect private data to LLMs, use_case:index documents for retrieval, dependency:Vector database, dependency:LLM provider.Gaps: Deployment targets not listed by target: kubernetes, cloud. Language changes from TypeScript to Python. License changes from NOASSERTION to Apache-2.0.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

humanlayer/12-factor-agents -> bytedance/deer-flowCompatibility: medium / estimated cost: high.Shared: category:rag_framework, deployment:library_only, deployment:local, deployment:cloud, use_case:build RAG applications, use_case:connect private data to LLMs, use_case:index documents for retrieval, dependency:Vector database.Gaps: Deployment targets not listed by target: kubernetes. Language changes from TypeScript to Python. License changes from NOASSERTION to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

Use Cases