vectordb-benchmark
markprompt
| vectordb-benchmark | markprompt | |
|---|---|---|
| 1 | 9 | |
| 18 | 2,188 | |
| - | - | |
| 10.0 | 10.0 | |
| 12 months ago | 6 months ago | |
| Python | TypeScript | |
| - | 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.
vectordb-benchmark
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Open-Source GPT-4 Platform for Markdown
If you have a small number of fixed documents e.g. <100k or so, then I agree that pickling the vectors or storing them as bytearrays would work better.
Once you reach a certain scale, it's helpful to potentially use distributed querying and/or different index types, even if you have a fairly static dataset. You can check out a billion-scale search benchmark we recently did here: https://zilliz.com/resources/milvus-performance-benchmark (you'll need to supply your email unfortunately). Here's the framework we used as well: https://github.com/zilliztech/vectordb-benchmark
markprompt
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Announcing the Markprompt + Contenda integration: Confbrew
Register for a key on Markprompt
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Open-Source GPT-4 Platform for Markdown
I filed an issue a few hours ago. https://github.com/motifland/markprompt/issues/5 (for asciidoc)
- Markprompt - GPT-4 prompt for your Markdown docs
- Open Source GPT-4 platform for Markdown
- Markprompt: Open-Source GPT-4 for Markdown, Markdoc and MDX
What are some alternatives?
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
semantic-kernel - Integrate cutting-edge LLM technology quickly and easily into your apps
vscode-markdoc - VSCode extension for Markdoc syntax highlighting and language support
openai-cookbook - Examples and guides for using the OpenAI API
julia-sanfrancisco - A clone of the game "Where in the World is Carmen Sandiego?" largely re-created with generative AI.