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https://github.com/sydverma123/awesome-ai-repositories

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

List: awesome-ai-repositories

agent agents ai awesome awesome-list fine-tune finetuning llama llm llmops rag vector-database vector-search

Last synced: 3 months ago
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A curated list of open source repositories for AI Engineers

Host: GitHub
URL: https://github.com/sydverma123/awesome-ai-repositories
Owner: sydverma123
Created: 2024-06-24T09:21:44.000Z (6 months ago)
Default Branch: main
Last Pushed: 2024-08-02T03:13:04.000Z (5 months ago)
Last Synced: 2024-09-25T13:57:24.297Z (3 months ago)
Topics: agent, agents, ai, awesome, awesome-list, fine-tune, finetuning, llama, llm, llmops, rag, vector-database, vector-search
Homepage:
Size: 115 KB
Stars: 73
Watchers: 1
Forks: 14
Open Issues: 3
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

ultimate-awesome - awesome-ai-repositories - A curated list of open source repositories for AI Engineers. (Other Lists / Monkey C Lists)

README

        ## AI Infra Repositories

A curated list of open source repositories for AI Engineers

If you want to contribute to this list, please make a Pull request

## Contents

- [AI Gateway](#ai-gateway)

- [AI Workload Manager](#ai-workload-manager)

- [Copilot Development](#copilot-development)

- [Dataset Engineering](#dataset-engineering)

- [Evaluation](#evaluation)

- [Fine Tuning](#fine-tuning)

- [Function Calling](#function-calling)

- [Graph RAG](#graph-rag)

- [Guardrails](#guardrails)

- [Local Model Inference](#local-model-inference)

- [LLM Agent Framework](#llm-agent-framework)

- [Model Serving](#model-serving)

- [Observability](#observability)

- [Pre Training](#pre-training)

- [Prompt Engineering](#prompt-engineering)

- [RAG Framework](#rag-framework)

- [Structured Extraction](#structured-extraction)

- [Structured Generation](#structured-generation)

- [Vector DB](#vector-db)

- [Voice Agent](#voice-agent)

## AI Gateway

| Name (site) | Github |

|------------|------------|

| [Kong](https://konghq.com/products/kong-ai-gateway) |  |

| [Litellm](https://docs.litellm.ai/docs/) |  |

| [Portkey](https://portkey.ai/) |  |

| [RouteLLM](https://lmsys.org/projects/) |  |

| [GPTRouter](https://gpt-router.writesonic.com/) |  |

| [missing studio](https://www.missing.studio/) |  |

## AI Workload Manager

| Name (site) | Github |

|------------|------------|

| [Ray](https://www.ray.io/) |  |

| [higgsfield](https://higgsfield.ai/) |  |

| [Dstack](https://dstack.ai/) |  |

## Copilot Development

| Name (site) | Github |

|------------|------------|

| [copilotkit](https://www.copilotkit.ai/) |  |

| [OpenCopilot](https://opencopilot.so/) |  |

## Dataset Engineering

| Name (site) | Github |

|------------|------------|

| [label studio](https://labelstud.io/) |  |

| [CleanLab](https://cleanlab.ai/) |  |

| [Snorkel](https://www.snorkel.org/) |  |

| [Lilac](https://www.lilacml.com/) |  |

| [litdata](https://github.com/Lightning-AI/litdata) |  |

## Evaluation

| Name (site) | Github |

|------------|------------|

| [Eval](https://openai.com/) |  |

| [RAGAS](https://docs.ragas.io/en/stable/) |  |

| [Giskard](https://www.giskard.ai/) |  |

| [promptfoo](https://www.promptfoo.dev/) |  |

| [arize ai](https://phoenix.arize.com/) |  |

| [uptrain](https://uptrain.ai/) |  |

| [trulens](https://www.trulens.org/) |  |

| [tonic-validate](https://docs.tonic.ai/validate) |  |

| [LangEvals](https://github.com/langwatch/langevals) |  |

| [Poyro](https://github.com/poyro/poyro) |  |

## Fine Tuning

| Name (site) | Github |

|------------|------------|

| [Unsloth](https://unsloth.ai/) |  |

| [ludwig](https://ludwig.ai/latest/) |  |

| [NeMo/Nvidia](https://docs.nvidia.com/nemo-framework/user-guide/latest/overview.html) |  |

| [LMFlow](https://optimalscale.github.io/LMFlow/) |  |

| [litgpt](https://optimalscale.github.io/LMFlow/) |  |

| [Axolotl](https://github.com/axolotl-ai-cloud/axolotl) |  |

| [xTuring](https://xturing.stochastic.ai/) |  |

## Function Calling

| Name (site) | Github |

|------------|------------|

| [Gorilla](https://gorilla.cs.berkeley.edu/) |  |

| [Tiger](https://docs.upsonic.co/tiger/welcome) |  |

| [NPI AI](https://www.npi.ai/) |  |

| [empower](https://www.empower.dev/) |  |

| [Composio](https://docs.composio.dev/introduction/intro/overview) |  |

## Graph RAG

| Name (site) | Github |

|------------|------------|

| [graphRAG ](https://microsoft.github.io/graphrag/) |  |

| [cognee](https://www.cognee.ai/) |  |

| [FalkorDB](https://www.falkordb.com/) |  |

| [llm-graph-builder](https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/) |  |

| [tidb](https://tidb.ai/) |  |

## Guardrails

| Name (site) | Github |

|------------|------------|

| [NeMo-Guardrails](https://github.com/NVIDIA/NeMo-Guardrails) |  |

| [Guardrails](https://www.guardrailsai.com/) |  |

## Local Model Inference

| Name (site) | Github |

|------------|------------|

| [llama cpp](https://github.com/ggerganov/llama.cpp) |  |

| [whisper cpp](https://github.com/ggerganov/whisper.cpp) |  |

| [ollama](https://ollama.com/) |  |

| [gpt4all](https://www.nomic.ai/gpt4all) |  |

| [private-gpt](https://privategpt.dev/) |  |

| [open-interpreter](https://www.openinterpreter.com/) |  |

| [LocalAI](https://localai.io/) |  |

| [jan](https://jan.ai/) |  |

| [dalai](https://cocktailpeanut.github.io/dalai/#/) |  |

## LLM Agent Framework

| Name (site) | Github |

|------------|------------|

| [AutoGPT](https://agpt.co/) |  |

| [MetaGPT](https://www.deepwisdom.ai/) |  |

| [AgentGPT](https://www.reworkd.ai/) |  |

| [Autogen](https://microsoft.github.io/autogen/) |  |

| [BabyAGI](https://github.com/yoheinakajima/babyagi) |  |

| [CrewAI](https://www.crewai.com/) |  |

| [SuperAGI](https://superagi.com/) |  |

| [TaskingAI](https://www.tasking.ai/) |  |

| [LaVague](https://www.lavague.ai/) |  |

| [superagent](https://docs.superagent.sh/overview/overview/introduction) |  |

| [Rivet AI](https://rivet.ironcladapp.com/) |  |

| [AGiXT](https://josh-xt.github.io/AGiXT/) |  |

| [cheshirecat](https://cheshirecat.ai/) |  |

| [langroid](https://langroid.github.io/langroid/) |  |

| [Griptape](https://www.griptape.ai/) |  |

| [Mirascope](https://www.mirascope.io/) |  |

| [Julep](https://www.julep.ai/) |  |

| [ControlFlow](https://controlflow.ai/welcome) |  |

| [Dify](https://dify.ai/) |  |

| [Flowise](https://flowiseai.com/) |  |

| [langflow](https://www.langflow.org/) |  |

| [Haystack](https://haystack.deepset.ai/) |  |

| [MemGPT](https://memgpt.readme.io/docs/index) |  |

| [phidata](https://docs.phidata.com/introduction) |  |

| [PromptFlow](https://microsoft.github.io/promptflow/) |  |

| [chainlit](https://chainlit.io/) |  |

| [ragapp](https://github.com/ragapp/ragapp) |  |

| [burr](https://github.com/dagworks-inc/burr) |  |

## Model Serving

| Name (site) | Github |

|------------|------------|

| [vLLM](https://vllm.ai/) |  |

| [TensorRT-LLM](https://nvidia.github.io/TensorRT-LLM/) |  |

| [bentoml](https://bentoml.com/) |  |

| [lightllm](https://github.com/ModelTC/lightllm) |  |

| [openfoundry](https://www.openfoundry.ai/) |  |

| [LitServe](https://lightning.ai/docs/litserve/home) |  |

| [truss](https://truss.baseten.co/) |  |

## Observability

| Name (site) | Github |

|------------|------------|

| [pezzo](https://pezzo.ai/) |  |

| [helicone](https://www.helicone.ai/) |  |

| [Portkey](https://portkey.ai/) |  |

| [Langfuse](https://langfuse.com/) |  |

| [langtrace](https://www.langtrace.ai/) |  |

| [traceloop](https://www.traceloop.com/) |  |

| [trulens](https://www.trulens.org/) |  |

| [log10](https://www.log10.io/) |  |

| [LangWatch](https://github.com/langwatch/langwatch) |  |

| [burr](https://github.com/dagworks-inc/burr) |  |

| [hamilton](https://github.com/dagworks-inc/hamilton) |  |

## Pre Training

| Name (site) | Github |

|------------|------------|

| [Colossal AI](https://colossalai.org/) |  |

| [FastChat](https://lmsys.org/projects/) |  |

| [pytorch-lightning](https://lightning.ai/) |  |

| [llm c](https://github.com/karpathy/llm.c) |  |

| [miniGPT](https://github.com/karpathy/minGPT) |  |

## Prompt Engineering

| Name (site) | Github |

|------------|------------|

| [DSPy](https://dspy-docs.vercel.app/) |  |

| [Langfuse](https://langfuse.com/) |  |

| [hamilton](https://github.com/dagworks-inc/hamilton) |  |

## RAG Framework

| Name (site) | Github |

|------------|------------|

| [Langchain](https://www.langchain.com/) |  |

| [LlamaIndex](https://www.llamaindex.ai/) |  |

| [FastGPT](https://fastgpt.in/) |  |

| [ragflow](https://ragflow.io/) |  |

| [vanna](https://vanna.ai/) |  |

| [FlagEmbedding](https://github.com/FlagOpen/FlagEmbedding) |  |

| [llmware](https://llmware-ai.github.io/llmware/) |  |

| [llm-app](https://pathway.com/) |  |

| [Cognita](https://cognita.truefoundry.com/) |  |

| [casibase](https://casibase.org/) |  |

| [SciPhi](https://r2r-docs.sciphi.ai/introduction) |  |

| [trieve](https://trieve.ai/) |  |

| [autollm](https://github.com/safevideo/autollm) |  |

| [canopy](https://www.pinecone.io/blog/canopy-rag-framework/) |  |

| [NeumAI](https://www.neum.ai/) |  |

| [WrenAI](https://www.getwren.ai/) |  |

| [ragna](https://ragna.chat/en/stable/) |  |

| [Dify](https://dify.ai/) |  |

| [Flowise](https://flowiseai.com/) |  |

| [langflow](https://www.langflow.org/) |  |

| [Haystack](https://haystack.deepset.ai/) |  |

| [MemGPT](https://memgpt.readme.io/docs/index) |  |

| [phidata](https://docs.phidata.com/introduction) |  |

| [PromptFlow](https://microsoft.github.io/promptflow/) |  |

| [chainlit](https://chainlit.io/) |  |

| [ragapp](https://github.com/ragapp/ragapp) |  |

| [hamilton](https://github.com/dagworks-inc/hamilton) |  |

| [RagBuilder](https://github.com/KruxAI/ragbuilder) |  |

## Security

| Name (site) | Github |

|------------|------------|

| [Armur](https://armur.ai/) |  |

## Structured Extraction

| Name (site) | Github |

|------------|------------|

| [Unstructured](https://unstructured.io/) |  |

| [omniparse](https://docs.cognitivelab.in/) |  |

| [unstract](https://unstract.com/) |  |

| [indexify](https://getindexify.ai/) |  |

| [firecrawl](https://www.firecrawl.dev/) |  |

| [Scrapegraph-ai](https://scrapegraphai.com/) |  |

## Structured Generation

| Name (site) | Github |

|------------|------------|

| [guidance](https://github.com/guidance-ai/guidance) |  |

| [outlines](https://outlines-dev.github.io/outlines/) |  |

| [instructor](https://useinstructor.com/) |  |

| [jsonformer](https://github.com/1rgs/jsonformer) |  |

| [sglang](https://github.com/sgl-project/sglang) |  |

## Vector DB

| Name (site) | Github |

|------------|------------|

| [milvus](https://milvus.io/) |  |

| [Qdrant](https://qdrant.tech/) |  |

| [Chroma](https://www.trychroma.com/) |  |

| [Weaviate](https://weaviate.io/) |  |

| [pgvector](https://www.postgresql.org/about/news/pgvector-070-released-2852/) |  |

| [deeplake](https://www.activeloop.ai/) |  |

| [txtai](https://neuml.github.io/txtai/) |  |

| [marqo](https://www.marqo.ai/) |  |

| [lancedb](https://lancedb.com/) |  |

| [nucliaDB](https://docs.nuclia.dev/docs/) |  |

| [oasysdb](https://docs.oasysdb.com/) |  |

| [lantern](https://lantern.dev/) |  |

## Voice Agent

| Name (site) | Github |

|------------|------------|

| [vocode](https://www.vocode.dev/) |  |

| [bolna](https://www.bolna.dev/) |  |