flowchart-fun
txtai
flowchart-fun | txtai | |
---|---|---|
60 | 355 | |
3,005 | 6,990 | |
0.3% | 2.6% | |
8.8 | 9.3 | |
about 15 hours ago | 7 days ago | |
TypeScript | Python | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
flowchart-fun
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Ask HN: Anyone use a code to mindmap/flowchart tool?
https://flowchart.fun recently helped a lot with a project.
- Simple Text to Flowchart, Online & Free
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How to draw beautiful software architecture diagrams
- flowchart.fun - paid - https://flowchart.fun
- Text to Mindmap
- Flowchart Fun
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What is your favorite diagram software?
flowchart.fun though!
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Ask HN: AI to study my DSL and then output it?
On https://flowchart.fun I found that I got better overall results by asking GPT for an intermediate syntax that it was less likely to mess up (and easier for me to parse), and then parsing and transforming that syntax to my DSL. The relevant code: https://github.com/tone-row/flowchart-fun/blob/main/api/prom...
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Would like to create documentation for my server - What are the best tools ?
https://flowchart.fun is a good one if you're looking for something fast. (It's text-to-diagram)
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Using GPT-4 for Business Process Flowcharts - Converting Visio to a Text-Based Syntax?
That's the use-case we're angling for with our GPT integration on flowchart.fun
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Displaying a tree of questions graphically
If you just need the image for your interface, you can generate one very quickly with https://flowchart.fun
txtai
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What contributing to Open-source is, and what it isn't
I tend to agree with this sentiment. Many junior devs and/or those in college want to contribute. Then they feel entitled to merge a PR that they worked hard on often without guidance. I'm all for working with people but projects have standards and not all ideas make sense. In many cases, especially with commercial open source, the project is the base of a companies identity. So it's not just for drive-by ideas to pad a resume or finish a school project.
For those who do want to do this, I'd recommend writing an issue and/or reaching out to the developers to engage in a dialogue. This takes work but it will increase the likelihood of a PR being merged.
Disclaimer: I'm the primary developer of txtai (https://github.com/neuml/txtai), an open-source vector database + RAG framework
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Build knowledge graphs with LLM-driven entity extraction
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.
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Bootstrap or VC?
Bootstrapping only works if you have the runway to do it and you don't feel the need to grow fast.
With NeuML (https://neuml.com), I've went the bootstrapping route. I've been able to build a fairly successful open source project (txtai 6K stars https://github.com/neuml/txtai) and a revenue positive company. It's a "live within your means" strategy.
VC funding can have a snowball effect where you need more and more. Then you're in the loop of needing funding rounds to survive. The hope is someday you're acquired or start turning a profit.
I would say both have their pros and cons. Not all ideas have the luxury of time.
- txtai: An embeddings database for semantic search, graph networks and RAG
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Ask HN: What happened to startups, why is everything so polished?
I agree that in many cases people are puffing their feathers to try to be something they're not (at least not yet). Some believe in the fake it until you make it mentality.
With NeuML (https://neuml.com), the website is a simple HTML page. On social media, I'm honest about what NeuML is, that I'm in my 40s with a family and not striving to be the next Steve Jobs. I've been able to build a fairly successful open source project (txtai 6K stars https://github.com/neuml/txtai) and a revenue positive company. For me, authenticity and being genuine is most important. I would say that being genuine has been way more of an asset than liability.
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Are we at peak vector database?
I'll add txtai (https://github.com/neuml/txtai) to the list.
There is still plenty of room for innovation in this space. Just need to focus on the right projects that are innovating and not the ones (re)working on problems solved in 2020/2021.
- Txtai: An all-in-one embeddings database for semantic search and LLM workflows
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Generate knowledge with Semantic Graphs and RAG
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.
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Show HN: Open-source Rule-based PDF parser for RAG
Nice project! I've long used Tika for document parsing given it's maturity and wide number of formats supported. The XHTML output helps with chunking documents for RAG.
Here's a couple examples:
- https://neuml.hashnode.dev/build-rag-pipelines-with-txtai
- https://neuml.hashnode.dev/extract-text-from-documents
Disclaimer: I'm the primary author of txtai (https://github.com/neuml/txtai).
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RAG Using Unstructured Data and Role of Knowledge Graphs
If you're interested in graphs + RAG and want an alternate approach, txtai has a semantic graph component.
https://neuml.hashnode.dev/introducing-the-semantic-graph
https://github.com/neuml/txtai
Disclaimer: I'm the primary author of txtai
What are some alternatives?
react-flow - React Flow | Svelte Flow - Powerful open source libraries for building node-based UIs with React (https://reactflow.dev) or Svelte (https://svelteflow.dev). Ready out-of-the-box and infinitely customizable. [Moved to: https://github.com/xyflow/xyflow]
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
Cytoscape.js - Graph theory (network) library for visualisation and analysis
tika-python - Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
d3-dag - Layout algorithms for visualizing directed acyclic graphs
faiss - A library for efficient similarity search and clustering of dense vectors.
mermaid - Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
sketchviz - A command line clone of https://sketchviz.com/
CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
qgroundcontrol - Cross-platform ground control station for drones (Android, iOS, Mac OS, Linux, Windows)
paperai - 📄 🤖 Semantic search and workflows for medical/scientific papers