cot

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

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

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, Traders in Financial Futures (TFF) Futures-only and Traders in Financial Futures (TFF) Futures-and-Options Combined.

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

Syzygy-of-thoughts

go ATAK/CivTAK fast and simple server and client

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

Display Aircraft in TAK - ADS-B to TAK Gateway

aprscot - APRS to TAK Gateway.

Display Aircraft in TAK

FreeTAKServer documentation for end users

Research papers about Chain of Thought (CoT)

Display Ships in TAK - AIS to TAK Gateway