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Contents

GitHub
AI Agent·2024
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Fabric

Daniel Miessler, Jonathan Dunn +2·Unsupervised Learning

Organizes reusable AI prompts as Markdown 'Patterns' you run from the CLI — summarize a video, extract claims, rate content. Switch among 20+ providers (OpenAI, Claude, Gemini, Ollama) and reach them via CLI, web UI, or REST API.

#github#ai-tools#ai-client#ai-framework#openai+3
Large Language Model Papers·2024

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

DeepSeek-AI

Re-derives LLM scaling laws, tracing prior disagreements to how compute budget was modeled, then trains 7B and 67B models on 2T tokens. The 67B model beats LLaMA-2 70B on code, math, and reasoning; its chat variant tops GPT-3.5 on open-ended evals.

#LLM#NLP#deepseek#paper
GitHub
AI Agent·2024
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AI Hedge Fund

virattt

AI Hedge Fund is a proof-of-concept for an AI-powered hedge fund. It employs multiple AI agents modeled after renowned investors to analyze stocks, perform valuations, sentiment analysis, and generate trading signals. Designed for educational purposes only, it supports CLI and web interfaces, requiring API keys for LLMs and financial data.

#ai-agent#github
GitHub
AI Infra·2024
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SGLang

LMSYS, SGLang contributors·LMSYS

Serves large language and multimodal models with low latency and high throughput using RadixAttention, continuous batching, structured outputs, parallelism, quantization, and broad accelerator support.

#ai-serving#ai-inference#llm#pytorch#huggingface+1
GitHub
AI Audio·2024
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Call Center AI

Microsoft

Lets AI agents place and answer business phone calls, holding spoken conversations to collect structured data, answer questions, and escalate to humans. Built on Azure Communication Services and Azure OpenAI, with RAG over your own documents.

#microsoft#github#ai-api#chatbot#audio+5
GitHub
AI Model·2024
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Surya

Vikas Paruchuri, Datalab Team

Performs document OCR, layout analysis, reading-order detection and table recognition across 90+ languages using a ~650M-parameter vision–language model; offers per-page and per-block modes and supports GPU (vllm) and CPU/Apple Silicon backends.

#ocr#multilingual#vision#vllm#ai-inference+5
Large Language Model Papers·2024

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

DeepSeek-AI

Reworks the MoE layer to push each expert toward a narrow specialty: split experts into many finer ones and activate more per token, plus reserve a few always-on shared experts for common knowledge. A 2B model matches GShard 2.9B; at 16B it rivals LLaMA2 7B on ~40% of the compute.

#LLM#NLP#deepseek#paper
GitHub
AI Agent·2024
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AgentScope

agentscope-ai·Alibaba

Python framework for building and serving LLM agents in production: a unified event bus for real-time frontends and human-in-the-loop, fine-grained tool permissions, multi-tenant serving, and tool/code execution sandboxed via Docker or E2B.

#agent-skills#mcp#mcp-client#ai-agent#llm+5
GitHub
AI Audio·2024
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GPT-SoVITS-WebUI

RVC-Boss

Clones a voice from a 5-second sample for zero-shot TTS, or fine-tunes on ~1 minute of audio for few-shot synthesis. Covers Chinese, English, Japanese, Korean, and Cantonese, with a WebUI bundling vocal separation, ASR, and dataset labeling.

#github#audio#pytorch#ASR#huggingface+3
GitHub
AI Image·2024
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Stable Diffusion WebUI Forge

lllyasviel·Stanford University

Reworks AUTOMATIC1111's Stable Diffusion WebUI onto a custom backend that auto-manages GPU memory to speed inference and cut VRAM use. Adds native FLUX support with NF4/GGUF quantization and a UNetPatcher framework for model-agnostic extensions.

#github#ai-image#ai-tools#pytorch#ai-inference+1
GitHub
AI Agent·2024
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Awesome List of AI Agents

Slava Kurilyak·Produvia

Curates 300+ agentic AI projects, tools, and resources into a categorized, regularly updated list — includes top projects, rising projects, and curated links for building or researching autonomous LLM agents.

#ai-agent#agent-skills#LLM#ai-tools#github+1
GitHub
AI Agent·2024
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Oracle AI Developer Hub

Oracle DevRel

Curated developer resources that demonstrate building RAG systems, multi-agent workflows, and memory-augmented AI using Oracle AI Database and OCI — includes end-to-end reference apps, notebooks, guides, and workshops for hands-on prototyping.

#github#ai-development#ai-agent#agent-skills#RAG+3
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