Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

The first open-source Artificial Narrow Intelligence generalist agentic framework Computer-Using-Agent that fully operates graphical-user-interfaces (GUIs) by using only natural language. Uses Visualization-of-Thought and Chain-of-Thought reasoning to elicit spatial reasoning and perception, emulates, plans and simulates synthetic HID interactions.

Situational Awareness Server compatible with TAK clients

PyTAK is a Python package for rapid Team Awareness Kit (TAK) integration.

cot_reports is a Python library for fetching the Commitments of Trader reports of the Commodity Futures Trading Commission (CFTC). The following COT reports are supported: Legacy Futures-only, Legacy Futures-and-Options Combined, Supplemental Futures-and-Options Combined, Disaggregated Futures-only, Disaggregated Futures-and-Options Combined, Tr…

利用免费的大模型api来结合你的私域数据来生成sft训练数据（妥妥白嫖）支持llamafactory等工具的训练数据格式synthetic data

go ATAK/CivTAK fast and simple server and client

Display Aircraft in TAK - ADS-B to TAK Gateway

Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)

Open Deep Researcher with openai compatible endpoint, now completely local with ollama, local playwright via searxng with citations and planning from CoT

Display Aircraft in TAK

FreeTAKServer documentation for end users

Research papers about Chain of Thought (CoT)

aprscot - APRS to TAK Gateway.

Display Ships in TAK - AIS to TAK Gateway

AryaOS: An Operating System for Modern Situational Awareness.

Garmin inReach to Cursor on Target (CoT) Gateway, for TAK Products.