Project Graph

Ais1on/CTI-RAG

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

Graph Summary

Ais1on/CTI-RAG graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes64
Edges428
Projects48
Dependencies47

Project Context

CTI-RAG

MaintainerAis1on
LicenseGPL-3.0
LanguagePython
Recent activityLast push 147 days ago

Deployment Targets

dockerlibrary_onlylocalcloud

Dependencies

Vector database

Knowledge Graph

64 nodes / 428 edges

Ais1on/CTI-RAG 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 mem0 project ragflow project llama.cpp project

Migration Paths

What to verify before switching

JSON

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

Ais1on/CTI-RAG -> 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 GPL-3.0 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.
Ais1on/CTI-RAG -> 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. License changes from GPL-3.0 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.
Ais1on/CTI-RAG -> mem0ai/mem0Compatibility: high / estimated cost: medium.Shared: category:rag_framework, deployment:docker, 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.Gaps: Deployment targets not listed by target: cloud. License changes from GPL-3.0 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/langgraphmem0ai/mem0bytedance/deer-flowstanfordnlp/dspygetzep/graphiti

Related Projects

infiniflow/ragflowggml-org/llama.cppggml-org/whisper.cppxorbitsai/inferenceNVIDIA/TensorRT-LLMlancedb/lancedb