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awesome-ai-repositories

A curated list of open source repositories for AI Engineers
https://github.com/sydverma123/awesome-ai-repositories

Last synced: 5 days ago
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  • Model Serving

    • truss
    • truss
    • TensorRT-LLM - LLM><img src="https://img.shields.io/github/stars/NVIDIA/TensorRT-LLM?style=social" width=100/></a> |
    • bentoml
    • lightllm
    • openfoundry - ai/model_manager><img src="https://img.shields.io/github/stars/openfoundry-ai/model_manager?style=social" width=100/></a> |
    • LitServe - AI/LitServe><img src="https://img.shields.io/github/stars/lightning-ai/litserve?style=social" width=100/></a> |
    • bentoml
    • TensorRT-LLM - LLM><img src="https://img.shields.io/github/stars/NVIDIA/TensorRT-LLM?style=social" width=100/></a> |
    • lightllm
    • openfoundry - ai/model_manager><img src="https://img.shields.io/github/stars/openfoundry-ai/model_manager?style=social" width=100/></a> |
    • LitServe - AI/LitServe><img src="https://img.shields.io/github/stars/lightning-ai/litserve?style=social" width=100/></a> |

  • RAG Framework

    • chainlit
    • Haystack - ai/haystack><img src="https://img.shields.io/github/stars/deepset-ai/haystack?style=social" width=100/></a> |
    • phidata
    • ragapp
    • Dify
    • FastGPT
    • ragflow
    • vanna - ai/vanna><img src="https://img.shields.io/github/stars/vanna-ai/vanna?style=social" width=100/></a> |
    • FlagEmbedding
    • llmware - ai/llmware><img src="https://img.shields.io/github/stars/llmware-ai/llmware?style=social" width=100/></a> |
    • llm-app - app><img src="https://img.shields.io/github/stars/pathwaycom/llm-app?style=social" width=100/></a> |
    • Cognita
    • casibase
    • SciPhi - AI/R2R><img src="https://img.shields.io/github/stars/SciPhi-AI/R2R?style=social" width=100/></a> |
    • trieve
    • canopy - io/canopy><img src="https://img.shields.io/github/stars/pinecone-io/canopy?style=social" width=100/></a> |
    • NeumAI
    • WrenAI
    • ragna
    • RagBuilder
    • Langchain - ai/langchain><img src="https://img.shields.io/github/stars/langchain-ai/langchain?style=social" width=100/></a> |
    • LlamaIndex - llama/llama_index><img src="https://img.shields.io/github/stars/run-llama/llama_index?style=social" width=100/></a> |
    • Langchain - ai/langchain><img src="https://img.shields.io/github/stars/langchain-ai/langchain?style=social" width=100/></a> |
    • LlamaIndex - llama/llama_index><img src="https://img.shields.io/github/stars/run-llama/llama_index?style=social" width=100/></a> |
    • FastGPT
    • ragflow
    • vanna - ai/vanna><img src="https://img.shields.io/github/stars/vanna-ai/vanna?style=social" width=100/></a> |
    • FlagEmbedding
    • llmware - ai/llmware><img src="https://img.shields.io/github/stars/llmware-ai/llmware?style=social" width=100/></a> |
    • llm-app - app><img src="https://img.shields.io/github/stars/pathwaycom/llm-app?style=social" width=100/></a> |
    • Cognita
    • casibase
    • SciPhi - AI/R2R><img src="https://img.shields.io/github/stars/SciPhi-AI/R2R?style=social" width=100/></a> |
    • trieve
    • canopy - io/canopy><img src="https://img.shields.io/github/stars/pinecone-io/canopy?style=social" width=100/></a> |
    • NeumAI
    • WrenAI
    • ragna
    • RagBuilder
    • hamilton - inc/hamilton><img src="https://img.shields.io/github/stars/dagworks-inc/hamilton?style=social" width=100/></a> |
    • Flowise
    • phidata
    • PromptFlow
    • chainlit
    • Flowise
    • langflow - ai/langflow><img src="https://img.shields.io/github/stars/langflow-ai/langflow?style=social" width=100/></a> |
    • MemGPT

  • Copilot Development

  • Structured Generation

    • outlines - dev/outlines><img src="https://img.shields.io/github/stars/outlines-dev/outlines?style=social" width=100/></a> |
    • guidance - ai/guidance><img src="https://img.shields.io/github/stars/guidance-ai/guidance?style=social" width=100/></a> |
    • outlines - dev/outlines><img src="https://img.shields.io/github/stars/outlines-dev/outlines?style=social" width=100/></a> |
    • instructor
    • jsonformer
    • sglang - project/sglang><img src="https://img.shields.io/github/stars/sgl-project/sglang?style=social" width=100/></a> |
    • guidance - ai/guidance><img src="https://img.shields.io/github/stars/guidance-ai/guidance?style=social" width=100/></a> |
    • outlines - dev/outlines><img src="https://img.shields.io/github/stars/outlines-dev/outlines?style=social" width=100/></a> |
    • instructor
    • jsonformer
    • sglang - project/sglang><img src="https://img.shields.io/github/stars/sgl-project/sglang?style=social" width=100/></a> |

  • Prompt Engineering

  • Observability

    • Portkey - AI/gateway><img src="https://img.shields.io/github/stars/Portkey-AI/gateway?style=social" width=100/></a> |
    • trulens
    • pezzo
    • helicone
    • pezzo
    • helicone
    • langtrace - Labs/langtrace><img src="https://img.shields.io/github/stars/Scale3-Labs/langtrace?style=social" width=100/></a> |
    • traceloop
    • log10 - io/log10><img src="https://img.shields.io/github/stars/log10-io/log10?style=social" width=100/></a> |
    • LangWatch
    • langtrace - Labs/langtrace><img src="https://img.shields.io/github/stars/Scale3-Labs/langtrace?style=social" width=100/></a> |
    • traceloop
    • log10 - io/log10><img src="https://img.shields.io/github/stars/log10-io/log10?style=social" width=100/></a> |
    • LangWatch
    • Portkey - AI/gateway><img src="https://img.shields.io/github/stars/Portkey-AI/gateway?style=social" width=100/></a> |
    • trulens
    • burr - inc/burr><img src="https://img.shields.io/github/stars/dagworks-inc/burr?style=social" width=100/></a> |
    • burr - inc/burr><img src="https://img.shields.io/github/stars/dagworks-inc/burr?style=social" width=100/></a> |

  • AI Gateway

  • AI Workload Manager

    • Ray - project/ray><img src="https://img.shields.io/github/stars/ray-project/ray?style=social" width=100/></a> |
    • higgsfield - ai/higgsfield><img src="https://img.shields.io/github/stars/higgsfield-ai/higgsfield?style=social" width=100/></a> |
    • Dstack
    • Ray - project/ray><img src="https://img.shields.io/github/stars/ray-project/ray?style=social" width=100/></a> |
    • higgsfield - ai/higgsfield><img src="https://img.shields.io/github/stars/higgsfield-ai/higgsfield?style=social" width=100/></a> |
    • Dstack

  • Dataset Engineering

    • label studio - studio><img src="https://img.shields.io/github/stars/HumanSignal/label-studio?style=social" width=100/></a> |
    • CleanLab
    • Snorkel - team/snorkel><img src="https://img.shields.io/github/stars/snorkel-team/snorkel?style=social" width=100/></a> |
    • Lilac
    • litdata - AI/litdata><img src="https://img.shields.io/github/stars/Lightning-AI/litdata?style=social" width=100/></a> |
    • label studio - studio><img src="https://img.shields.io/github/stars/HumanSignal/label-studio?style=social" width=100/></a> |
    • CleanLab
    • Snorkel - team/snorkel><img src="https://img.shields.io/github/stars/snorkel-team/snorkel?style=social" width=100/></a> |
    • Lilac
    • litdata - AI/litdata><img src="https://img.shields.io/github/stars/Lightning-AI/litdata?style=social" width=100/></a> |

  • Evaluation

    • Eval
    • RAGAS
    • Giskard - AI/giskard><img src="https://img.shields.io/github/stars/Giskard-AI/giskard?style=social" width=100/></a> |
    • promptfoo
    • arize ai - ai/phoenix><img src="https://img.shields.io/github/stars/Arize-ai/phoenix?style=social" width=100/></a> |
    • uptrain - ai/uptrain><img src="https://img.shields.io/github/stars/uptrain-ai/uptrain?style=social" width=100/></a> |
    • tonic-validate
    • LangEvals
    • Poyro
    • Eval
    • RAGAS
    • Giskard - AI/giskard><img src="https://img.shields.io/github/stars/Giskard-AI/giskard?style=social" width=100/></a> |
    • promptfoo
    • arize ai - ai/phoenix><img src="https://img.shields.io/github/stars/Arize-ai/phoenix?style=social" width=100/></a> |
    • uptrain - ai/uptrain><img src="https://img.shields.io/github/stars/uptrain-ai/uptrain?style=social" width=100/></a> |
    • tonic-validate
    • LangEvals
    • Poyro

  • Fine Tuning

    • Unsloth
    • ludwig - ai/ludwig><img src="https://img.shields.io/github/stars/ludwig-ai/ludwig?style=social" width=100/></a> |
    • NeMo/Nvidia
    • xTuring
    • Axolotl - AI-Collective/axolotl><img src="https://img.shields.io/github/stars/OpenAccess-AI-Collective/axolotl?style=social" width=100/></a> |
    • Unsloth
    • ludwig - ai/ludwig><img src="https://img.shields.io/github/stars/ludwig-ai/ludwig?style=social" width=100/></a> |
    • NeMo/Nvidia
    • Axolotl - AI-Collective/axolotl><img src="https://img.shields.io/github/stars/OpenAccess-AI-Collective/axolotl?style=social" width=100/></a> |
    • xTuring
    • litgpt - AI/litgpt><img src="https://img.shields.io/github/stars/Lightning-AI/litgpt?style=social" width=100/></a> |
    • litgpt - AI/litgpt><img src="https://img.shields.io/github/stars/Lightning-AI/litgpt?style=social" width=100/></a> |

  • Function Calling

    • Tiger
    • NPI AI - ai/npi><img src="https://img.shields.io/github/stars/npi-ai/npi?style=social" width=100/></a> |
    • empower - ai/empower-functions><img src="https://img.shields.io/github/stars/empower-ai/empower-functions?style=social" width=100/></a> |
    • Composio
    • gorilla
    • Tiger
    • NPI AI - ai/npi><img src="https://img.shields.io/github/stars/npi-ai/npi?style=social" width=100/></a> |
    • empower - ai/empower-functions><img src="https://img.shields.io/github/stars/empower-ai/empower-functions?style=social" width=100/></a> |
    • Composio
    • gorilla

  • Graph RAG

  • Guardrails

    • NeMo-Guardrails - Guardrails><img src="https://img.shields.io/github/stars/NVIDIA/NeMo-Guardrails?style=social" width=100/></a> |
    • Guardrails - ai/guardrails><img src="https://img.shields.io/github/stars/guardrails-ai/guardrails?style=social" width=100/></a> |
    • NeMo-Guardrails - Guardrails><img src="https://img.shields.io/github/stars/NVIDIA/NeMo-Guardrails?style=social" width=100/></a> |
    • Guardrails - ai/guardrails><img src="https://img.shields.io/github/stars/guardrails-ai/guardrails?style=social" width=100/></a> |

  • Local Model Inference

    • llama cpp
    • whisper cpp
    • ollama
    • gpt4all - ai/gpt4all><img src="https://img.shields.io/github/stars/nomic-ai/gpt4all?style=social" width=100/></a> |
    • private-gpt - ai/private-gpt><img src="https://img.shields.io/github/stars/zylon-ai/private-gpt?style=social" width=100/></a> |
    • open-interpreter - interpreter><img src="https://img.shields.io/github/stars/OpenInterpreter/open-interpreter?style=social" width=100/></a> |
    • LocalAI
    • llama cpp
    • whisper cpp
    • ollama
    • gpt4all - ai/gpt4all><img src="https://img.shields.io/github/stars/nomic-ai/gpt4all?style=social" width=100/></a> |
    • private-gpt - ai/private-gpt><img src="https://img.shields.io/github/stars/zylon-ai/private-gpt?style=social" width=100/></a> |
    • open-interpreter - interpreter><img src="https://img.shields.io/github/stars/OpenInterpreter/open-interpreter?style=social" width=100/></a> |
    • LocalAI
    • jan
    • dalai
    • jan
    • dalai

  • LLM Agent Framework

    • AutoGPT - Gravitas/AutoGPT><img src="https://img.shields.io/github/stars/Significant-Gravitas/AutoGPT?style=social" width=100/></a> |
    • MetaGPT
    • AgentGPT
    • Autogen
    • BabyAGI
    • CrewAI
    • SuperAGI
    • TaskingAI
    • LaVague - ai/LaVague><img src="https://img.shields.io/github/stars/lavague-ai/LaVague?style=social" width=100/></a> |
    • superagent - ai/superagent><img src="https://img.shields.io/github/stars/superagent-ai/superagent?style=social" width=100/></a> |
    • Rivet AI
    • langroid
    • Mirascope
    • Julep - ai/julep><img src="https://img.shields.io/github/stars/julep-ai/julep?style=social" width=100/></a> |
    • ControlFlow
    • AutoGPT - Gravitas/AutoGPT><img src="https://img.shields.io/github/stars/Significant-Gravitas/AutoGPT?style=social" width=100/></a> |
    • MetaGPT
    • AgentGPT
    • Autogen
    • BabyAGI
    • SuperAGI
    • TaskingAI
    • LaVague - ai/LaVague><img src="https://img.shields.io/github/stars/lavague-ai/LaVague?style=social" width=100/></a> |
    • superagent - ai/superagent><img src="https://img.shields.io/github/stars/superagent-ai/superagent?style=social" width=100/></a> |
    • Rivet AI
    • AGiXT - XT/AGiXT><img src="https://img.shields.io/github/stars/Josh-XT/AGiXT?style=social" width=100/></a> |
    • cheshirecat - cat-ai/core><img src="https://img.shields.io/github/stars/cheshire-cat-ai/core?style=social" width=100/></a> |
    • Griptape - ai/griptape><img src="https://img.shields.io/github/stars/griptape-ai/griptape?style=social" width=100/></a> |
    • Mirascope
    • Julep - ai/julep><img src="https://img.shields.io/github/stars/julep-ai/julep?style=social" width=100/></a> |
    • ControlFlow
    • Dify
    • ragapp
    • AGiXT - XT/AGiXT><img src="https://img.shields.io/github/stars/Josh-XT/AGiXT?style=social" width=100/></a> |
    • cheshirecat - cat-ai/core><img src="https://img.shields.io/github/stars/cheshire-cat-ai/core?style=social" width=100/></a> |
    • PromptFlow

  • Structured Extraction

    • Unstructured - IO/unstructured><img src="https://img.shields.io/github/stars/Unstructured-IO/unstructured?style=social" width=100/></a> |
    • Unstructured - IO/unstructured><img src="https://img.shields.io/github/stars/Unstructured-IO/unstructured?style=social" width=100/></a> |
    • omniparse - s-k/omniparse><img src="https://img.shields.io/github/stars/adithya-s-k/omniparse?style=social" width=100/></a> |
    • unstract
    • indexify
    • firecrawl
    • Scrapegraph-ai - ai><img src="https://img.shields.io/github/stars/ScrapeGraphAI/Scrapegraph-ai?style=social" width=100/></a> |
    • omniparse - s-k/omniparse><img src="https://img.shields.io/github/stars/adithya-s-k/omniparse?style=social" width=100/></a> |
    • unstract
    • indexify
    • firecrawl
    • Scrapegraph-ai - ai><img src="https://img.shields.io/github/stars/ScrapeGraphAI/Scrapegraph-ai?style=social" width=100/></a> |
    • extractous - ai](https://github.com/yobix-ai/extractous)><img src="https://img.shields.io/github/stars/yobix-ai/extractous?style=social" width=100/></a> |

  • Pre Training

    • Colossal AI
    • pytorch-lightning - AI/pytorch-lightning><img src="https://img.shields.io/github/stars/Lightning-AI/pytorch-lightning?style=social" width=100/></a> |
    • llm c
    • miniGPT
    • Colossal AI
    • pytorch-lightning - AI/pytorch-lightning><img src="https://img.shields.io/github/stars/Lightning-AI/pytorch-lightning?style=social" width=100/></a> |
    • llm c
    • miniGPT
    • FastChat - sys/FastChat><img src="https://img.shields.io/github/stars/lm-sys/FastChat?style=social" width=100/></a> |

  • Security

    • Armur - Ai/Auto-Pentest-GPT-AI><img src="https://img.shields.io/github/stars/Armur-Ai/Auto-Pentest-GPT-AI?style=social" width=100/></a> |

  • Vector DB

    • milvus - io/milvus><img src="https://img.shields.io/github/stars/milvus-io/milvus?style=social" width=100/></a> |
    • Qdrant
    • Chroma - core/chroma><img src="https://img.shields.io/github/stars/chroma-core/chroma?style=social" width=100/></a> |
    • Weaviate
    • pgvector
    • deeplake
    • txtai
    • marqo - ai/marqo><img src="https://img.shields.io/github/stars/marqo-ai/marqo?style=social" width=100/></a> |
    • lancedb
    • nucliaDB
    • milvus - io/milvus><img src="https://img.shields.io/github/stars/milvus-io/milvus?style=social" width=100/></a> |
    • Qdrant
    • Chroma - core/chroma><img src="https://img.shields.io/github/stars/chroma-core/chroma?style=social" width=100/></a> |
    • Weaviate
    • pgvector
    • deeplake
    • txtai
    • marqo - ai/marqo><img src="https://img.shields.io/github/stars/marqo-ai/marqo?style=social" width=100/></a> |
    • lancedb
    • nucliaDB
    • oasysdb
    • lantern
    • oasysdb
    • lantern
    • vespa - engine/vespa><img src="https://img.shields.io/github/stars/vespa-engine/vespa?style=social" width=100/></a> |

  • Voice Agent

    • vocode - python><img src="https://img.shields.io/github/stars/vocodedev/vocode-python?style=social" width=100/></a> |
    • bolna - ai/bolna><img src="https://img.shields.io/github/stars/bolna-ai/bolna?style=social" width=100/></a> |
    • vocode - python><img src="https://img.shields.io/github/stars/vocodedev/vocode-python?style=social" width=100/></a> |
    • bolna - ai/bolna><img src="https://img.shields.io/github/stars/bolna-ai/bolna?style=social" width=100/></a> |
Programming Languages
Python 37 Jupyter Notebook 7 C++ 6 TypeScript 6 Cuda 2 CSS 2 Rust 1
Categories
RAG Framework 47 LLM Agent Framework 36 Vector DB 25 Evaluation 18 Observability 18 Local Model Inference 18 Structured Extraction 13 Model Serving 12 Fine Tuning 12 Structured Generation 11 Graph RAG 10 Dataset Engineering 10 Function Calling 10 Pre Training 9 AI Gateway 8 AI Workload Manager 6 Copilot Development 5 Guardrails 4 Voice Agent 4 Prompt Engineering 3 Security 1
Sub Categories
Keywords
llm 25 ai 13 llama 11 gpt 11 llmops 9 openai 8 rag 8 prompt-engineering 8 chatgpt 7 retrieval-augmented-generation 7 transformer 6 llms 6 evaluation 6 gpt-4 5 language-model 5 information-retrieval 5 python 5 nlp 4 deep-learning 4 generative-ai 4 llamacpp 4 pytorch 4 embeddings 4 sentence-embeddings 4 prompt 4 inference 4 gpt4 3 mlops 3 agents 3 llm-framework 3 machine-learning 3 llm-agent 3 openai-triton 2 agent-llm 2 agi 2 agixt 2 artificial 2 automation 2 testing 2 chromadb 2 intelligence 2 prompts 2 analytics 2 datasets 2 observability 2 nodejs 2 guardrails 2 vitest 2 model-serving 2 graphrag 2