📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
Repository Index
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Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
- forecasting
- r
- python
Graph-Native Infrastructure for Context and Accountable AI Systems
- ai
- ai-governance
- artificial-intelligence
- context-engineering
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
- bert
- sentence-encoding
- deep-learning
- clip-model
Hierarchical Reasoning Model Official Release
- brain-inspired-ai
- deep-learning
- large-language-models
- reasoning
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
- cookiecutter-data-science
- cookiecutter
- cookiecutter-template
- data-science
"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspired by Karpathy and 3Blue1Brown for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
- knowledge-graph
- large-language-model
- logical-reasoning
- multi-hop-question-answering
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI, Anthropic, Gemini, Qwen, GLM, DeepSeek, etc, across 100+ datasets covering knowledge, reasoning, coding, science, language, long-context, and safety.
- evaluation
- benchmark
- large-language-model
- llm
Democratizing Reinforcement Learning for LLMs
- agent-framework
- agentic-workflow
- distributed-training
- llm-training
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
- llm
- llm-reasoning
- machine-learning-systems
- mlsys
Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL
TranslatedFree and open-source A-share quantitative trading database; focused on A-shares, focused on quantification, living toward the sun; open, clean, continuous, generating power for Ai (爱, "love"/AI). Born for personal quantitative trading, defend 3000 points, cherish the opportunities at the bottom...... [stock data, stock market data, stock quantitative data, stock trading data, candlestick (K-line) market data, stock concept data, stock data API, market data API, quantitative trading data] [multi-data-source fusion, dynamic proxy settings, ensuring high data availability]
- stock
- a
- 3000
- financial
VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
- artificial-intelligence
- chatgpt
- gpt4
- multimodal
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
- agent-memory
- agentic-ai
- ai-reasoning
- episodic-memory
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
NeuralProphet: A simple forecasting package
- forecasting
- time-series
- machine-learning
- fbprophet
g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains
- managed-by-terraform
A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.
- python
- pre-commit
- linter
Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)