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Stale / At Risk AI open-source repositories
Potentially unmaintained AI repositories ranked by maintenance risk and data confidence; signals are indicators, not claims of abandonment.
CLI platform to experiment with codegen. Precursor to: https://lovable.dev
- Category
- ai coding and assistants
- Stars
- 55,158
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- high
- Maintainer health
- risky
- Maintenance risk
- 100/100 · high confidence
Why: 100+ lifetime contributors
Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking
Strongest signals: contributor breadth, issue load, documentation. Risks: repository is archived, no push in 450 days, latest release is 792 days old, 70 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: None.
Capped lower bounds: lifetime contributors.
ai autonomous-agent code-generation codebase-generation codegen coding-assistant
Something wrong? Category · Trend · Risk
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
- Category
- agent framework
- Stars
- 36,302
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- high
- Maintainer health
- risky
- Maintenance risk
- 100/100 · high confidence
Why: 69 lifetime contributors
Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking
Strongest signals: contributor breadth, issue load, fork interest. Risks: repository is archived, no push in 466 days, latest release is 1010 days old, 219 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: None.
agent agentgpt agents agi ai ai-agents
Something wrong? Category · Trend · Risk
No description
- Category
- ai coding and assistants
- Stars
- 28,861
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- high
- Maintainer health
- risky
- Maintenance risk
- 100/100 · high confidence
Why: 45 lifetime contributors
Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking
Strongest signals: contributor breadth, issue load, documentation. Risks: repository is archived, latest release is 479 days old, 307 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: None.
chatgpt claude copilot cursor developer-tools editor
Something wrong? Category · Trend · Risk
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
- Category
- multimodal media
- Stars
- 26,771
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- high
- Maintainer health
- risky
- Maintenance risk
- 100/100 · high confidence
Why: 100+ lifetime contributors
Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking
Strongest signals: contributor breadth, issue load, documentation. Risks: repository is archived, no push in 414 days, latest release is 2057 days old, 151 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: None.
Capped lower bounds: lifetime contributors.
deep-learning deepspeech embedded machine-learning neural-networks offline
Something wrong? Category · Trend · Risk
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
- Category
- rag and search
- Stars
- 23,823
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- high
- Maintainer health
- risky
- Maintenance risk
- 100/100 · high confidence
Why: 71 lifetime contributors
Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking
Strongest signals: contributor breadth, issue load, documentation. Risks: repository is archived, no push in 186 days, 291 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: None.
agent ai data-visualization database llm rag
Something wrong? Category · Trend · Risk
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
- Category
- model serving
- Stars
- 14,364
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal model serving project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 765 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network
Something wrong? Category · Trend · Risk
A powerful AI coding agent. Built for the terminal.
- Category
- dev tools
- Stars
- 13,622
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal dev tools project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 323 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
ai claude code llm openai
Something wrong? Category · Trend · Risk
Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
- Category
- rag and search
- Stars
- 11,979
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal rag and search project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 302 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
ai chatgpt embeddings fedramp generative gpt
Something wrong? Category · Trend · Risk
Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.
- Category
- mcp
- Stars
- 11,089
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal mcp project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 329 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
agent agentic-ai agents ai ai-agents ai-tools
Something wrong? Category · Trend · Risk
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete
- Category
- local and edge ai
- Stars
- 8,863
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal local and edge ai project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 191 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
gpu llm pytorch transformers
Something wrong? Category · Trend · Risk
Private & local AI personal knowledge management app for high entropy people.
- Category
- vector dbs and data
- Stars
- 8,574
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal vector dbs and data project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation. Risks: repository is archived, no push in 451 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
ai lancedb llama llamacpp local-first markdown
Something wrong? Category · Trend · Risk
An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
- Category
- dev tools
- Stars
- 8,268
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal dev tools project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 1624 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
gpt gpt-2 gpt-3 language-model transformers
Something wrong? Category · Trend · Risk
Building a quick conversation-based search demo with Lepton AI.
- Category
- dev tools
- Stars
- 8,081
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal dev tools project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 248 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
ai ai-applications leptonai llm
Something wrong? Category · Trend · Risk
[Unmaintained, see README] An ecosystem of Rust libraries for working with large language models
- Category
- dev tools
- Stars
- 6,155
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal dev tools project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 774 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
ai ggml llm ml rust
Something wrong? Category · Trend · Risk
No description
- Category
- ai coding and assistants
- Stars
- 5,109
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal ai coding and assistants project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 499 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
ai-copilot copilot llm sidekick
Something wrong? Category · Trend · Risk
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
- Category
- model serving
- Stars
- 5,075
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal model serving project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 483 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
deep-learning inference large-language-models llms nlp pytorch
Something wrong? Category · Trend · Risk
Project moved to: https://github.com/llvm/llvm-project
- Category
- ai coding and assistants
- Stars
- 4,580
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal ai coding and assistants project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, fork interest, documentation. Risks: repository is archived, no push in 2165 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
code-generation intermediate-representation llvm optimization virtual-machine
Something wrong? Category · Trend · Risk
Serve, optimize and scale PyTorch models in production
- Category
- model serving
- Stars
- 4,349
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal model serving project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, fork interest, documentation. Risks: repository is archived, no push in 366 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
cpu deep-learning docker gpu kubernetes machine-learning
Something wrong? Category · Trend · Risk
Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.
- Category
- vector dbs and data
- Stars
- 4,146
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal vector dbs and data project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation. Risks: repository is archived, no push in 342 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
benthos docker etl faker fine-tuning golang
Something wrong? Category · Trend · Risk
基于ChatGLM-6B + LoRA的Fintune方案
- Category
- fine tuning
- Stars
- 3,742
- Readiness
- high risk (0/100 heuristic points; not a probability)
- Data confidence
- low
- Maintainer health
- risky
- Maintenance risk
- 100/100 · low confidence
Why: High-signal fine tuning project
Why it may be a gem: healthy maintenance and project fundamentals
Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 986 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.
chatglm chatgpt lora peft
Something wrong? Category · Trend · Risk