OmidZamani/dspy-skills Graph

Graph Summary

OmidZamani/dspy-skills graph connects 3 alternatives, 8 related projects, 2 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes66

Edges430

Projects50

Dependencies48

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Alternatives3 linked signals Related8 linked signals Dependencies2 linked signals Deployments3 linked signals Use Cases3 linked signals Categories28 linked signals Migrations3 linked signals

Project Context

dspy-skills

MaintainerOmidZamani

LicenseMIT

LanguagePython

Recent activityLast push 100 days ago

Deployment Targets

Dependencies

Knowledge Graph

66 nodes / 430 edges

OmidZamani/dspy-skills ↔ Marker-Inc-Korea/AutoRAGUse Marker-Inc-Korea/AutoRAG when the user needs a rag framework project with library-only, local, cloud deployment options.

OmidZamani/dspy-skills ↔ bytedance/deer-flowUse bytedance/deer-flow when the user needs a rag framework project with docker, library-only, local deployment options.

OmidZamani/dspy-skills ↔ genkit-ai/genkitUse genkit-ai/genkit when the user needs a rag framework project with library-only, local, cloud deployment options.

OmidZamani/dspy-skills ↔ mloda-ai/mlodaUse mloda-ai/mloda when the user needs a rag framework project with docker, library-only, local deployment options.

OmidZamani/dspy-skills ↔ run-llama/llama_indexUse run-llama/llama_index when the user needs a rag framework project with docker, library-only, local deployment options.

OmidZamani/dspy-skills ↔ infiniflow/ragflowUse infiniflow/ragflow when the user needs a rag framework project with docker, library-only, local deployment options.

Alternatives Network

Replacement candidates

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OmidZamani/dspy-skills ↔ huggingface/transformersUse huggingface/transformers when the user needs a rag framework project with library-only, local, cloud deployment options.

OmidZamani/dspy-skills ↔ langchain-ai/langgraphUse langchain-ai/langgraph when the user needs a rag framework project with library-only, local, cloud deployment options.

OmidZamani/dspy-skills ↔ mem0ai/mem0Use mem0ai/mem0 when the user needs a rag framework project with docker, vercel, serverless deployment options.

OmidZamani/dspy-skills ↔ gptme/gptmeUse gptme/gptme when the user needs a rag framework project with docker, local, cloud deployment options.

OmidZamani/dspy-skills ↔ run-llama/llama_indexUse run-llama/llama_index when the user needs a rag framework project with docker, library-only, local deployment options.

OmidZamani/dspy-skills ↔ mloda-ai/mlodaUse mloda-ai/mloda when the user needs a rag framework project with docker, library-only, local deployment options.

Migration Paths

What to verify before switching

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

OmidZamani/dspy-skills -> huggingface/transformersCompatibility: high / estimated cost: medium.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: License changes from MIT 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.

OmidZamani/dspy-skills -> langchain-ai/langgraphCompatibility: high / estimated cost: low.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: No indexed gap; still run the validation steps.Validate: 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.

OmidZamani/dspy-skills -> mem0ai/mem0Compatibility: high / estimated cost: medium.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: cloud. License changes from MIT 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.

Use Cases