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Lancedb

github.com

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

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Marqo

github.com

Tensor search for humans.

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Omnigraph

github.com

Typed graph database where agents branch and merge like Git. S3-native, Rust, traversal + vector + BM25 in one runtime.

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ParadeDB

github.com

The transactional alternative to Elasticsearch, built on Postgres.

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VectorChord

github.com

Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs .

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pgvecto.rs

github.com

Vector database plugin for Postgres, written in Rust, specifically designed for LLM.

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Vald

github.com

A Highly Scalable Distributed Vector Search Engine

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Vearch

github.com

A distributed system for embedding-based vector retrieval

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VectorDB

github.com

A Python vector database you just need - no more, no less.

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Weaviate

github.com

Weaviate is an open source vector search engine that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.

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Bernstein

github.com

Deterministic Python orchestrator for 37 CLI coding agents (Claude Code, Codex CLI, Gemini CLI, GitHub Copilot CLI, Cursor, Aider, OpenHands, OpenCode, Goose, Qwen, Ollama, ...) running in parallel git worktrees. First-class MCP server, quality gates, cost tracking with budgets.

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CodeGeeX

github.com

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

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CodeGen

github.com

CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

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CodeT5

github.com

Open Code LLMs for Code Understanding and Generation.

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fauxpilot

github.com

An open-source alternative to GitHub Copilot server

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promptext

github.com

Smart code context extractor for AI assistants with accurate token counting and budget management

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code server

github.com

Run VS Code on any machine anywhere and access it in the browser.

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conda

github.com

OS-agnostic, system-level binary package manager and ecosystem.

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Docker

github.com

Moby is an open-source project created by Docker to enable and accelerate software containerization.

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envd

github.com

🏕️ Reproducible development environment for AI/ML.

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Jupyter Notebooks

github.com

The Jupyter notebook is a web-based notebook environment for interactive computing.

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Kurtosis

github.com

A build, packaging, and run system for ephemeral multi-container environments.

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alpaca-lora

github.com

Instruct-tune LLaMA on consumer hardware

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A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

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LMFlow

github.com

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

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Lora

github.com

Using Low-rank adaptation to quickly fine-tune diffusion models.

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p-tuning-v2

github.com

An optimized prompt tuning strategy achieving comparable performance to fine-tuning on small/medium-sized models and sequence tagging challenges. (ACL 2022)

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QLoRA

github.com

Efficient finetuning approach that reduces memory usage enough to finetune a 65B parameter model on a single 48GB GPU while preserving full 16-bit finetuning task performance.

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TRL

github.com

Train transformer language models with reinforcement learning.

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Accelerate

github.com

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision.

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Apache MXNet

github.com

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler.

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axolotl

github.com

A tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures.

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Horovod

github.com

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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Kedro

github.com

Kedro is an open-source Python framework for creating reproducible, maintainable and modular data science code.

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MegEngine

github.com

MegEngine is a fast, scalable and easy-to-use deep learning framework, with auto-differentiation.

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metric-learn

github.com

Metric Learning Algorithms in Python.

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