GraphGPT
temporal-graph-gen
| GraphGPT | temporal-graph-gen | |
|---|---|---|
| 13 | 3 | |
| 4,202 | 15 | |
| - | - | |
| 0.7 | 0.0 | |
| 5 months ago | almost 3 years ago | |
| JavaScript | Python | |
| MIT License | MIT License |
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GraphGPT
- GraphGPT: Convert unstructured natural language into a knowledge graph
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From Books to Knowledge Graphs
https://github.com/varunshenoy/GraphGPT
"GraphGPT converts unstructured natural language into a knowledge graph. Pass in the synopsis of your favorite movie, a passage from a confusing Wikipedia page, or transcript from a video to generate a graph visualization of entities and their relationships.
Successive queries can update the existing state of the graph or create an entirely new structure. For example, updating the current state could involve injecting new information through nodes and edges or changing the color of certain nodes."
- Are there any AI mind-mapping tools that can help people write essays?
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Best diagram and graphs tooling?
github project page:: https://github.com/varunshenoy/GraphGPT
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Generate Knowledge Graphs from Unstructured Texts with GPT-3!
Github: https://github.com/varunshenoy/GraphGPT Demo: https://graphgpt.vercel.app/
- Extrapolate knowledge graphs from unstructured text using GPT-3 🕵️♂️
- GitHub - varunshenoy/GraphGPT: Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️♂️
- GraphGPT: Extrapolating knowledge graphs from unstructured text
temporal-graph-gen
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GraphGPT: Extrapolating knowledge graphs from unstructured text
It has been possible to generate impressive graphs from text since GPT-2. Though you need a few tricks to make it work.
Here's an example (my work): https://aclanthology.org/2021.naacl-main.67.pdf
TLDR of the input/output: https://madaan.github.io/res/tldr/graph_gen_tldr.jpg
- [D] Autoregressive model for graph generation?
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Online Text to Diagram Tools
On a related note, I did some work on generating temporal graphs from text: https://arxiv.org/pdf/2010.10077.pdf
Code/models: https://github.com/madaan/temporal-graph-gen
What are some alternatives?
Trilium Notes - Build your personal knowledge base with Trilium Notes
spark-joy - ✨😂 2000+ ways to add design flair, user delight, and whimsy to your product.
obsidian-garden - A knowledge management garden for https://obsidian.md, in which to grow your ideas
Graphormer - Graphormer is a general-purpose deep learning backbone for molecular modeling.
TW5-TiddlyMap - Map drawing and topic visualization for your wiki
pal - PaL: Program-Aided Language Models (ICML 2023)
tryscroll - Try Scroll in your web browser
dagre-svg
simpsons-gpt
self-refine - LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
pldb - PLDB: a Programming Language Database. A computable encyclopedia about programming languages.
KeenWrite - Free, open-source, cross-platform desktop Markdown text editor with live preview, string interpolation, and math.