Project Graph

ogx-ai/ogx

A relationship view of alternatives, deployments, compatible protocols, dependencies, use cases, and categories.

Graph Summary

ogx-ai/ogx graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes65
Edges430
Projects49
Dependencies47

Project Context

ogx

Maintainerogx-ai
LicenseMIT
LanguagePython
Recent activityActive in the last week

Deployment Targets

dockerlibrary_onlylocalcloud

Dependencies

Vector database

Knowledge Graph

65 nodes / 430 edges

ogx-ai/ogx focus rag framework category docker deployment library_only deployment local deployment cloud deployment build RAG app… use case connect priva… use case index documen… use case Vector databa… dependency transformers project langgraph project LMCache project ragflow project new-api project

Migration Paths

What to verify before switching

JSON

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

ogx-ai/ogx -> 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: Deployment targets not listed by target: docker. 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.
ogx-ai/ogx -> langchain-ai/langgraphCompatibility: 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: Deployment targets not listed by target: docker.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.
ogx-ai/ogx -> LMCache/LMCacheCompatibility: 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: Deployment targets not listed by target: docker. 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

build RAG applicationsconnect private data to LLMsindex documents for retrieval

Categories

rag framework

Alternatives

huggingface/transformerslangchain-ai/langgraphLMCache/LMCacheNVIDIA/TensorRT-LLMxorbitsai/inferencevllm-project/llm-compressor

Related Projects

infiniflow/ragflowQuantumNous/new-apiggml-org/llama.cppggml-org/whisper.cppbytedance/deer-flowlancedb/lancedb