trulens
brave-browser
trulens | brave-browser | |
---|---|---|
14 | 1,367 | |
1,629 | 16,672 | |
7.9% | 1.1% | |
9.8 | 9.9 | |
4 days ago | 5 days ago | |
Jupyter Notebook | JavaScript | |
MIT License | Mozilla Public 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.
trulens
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Why Vector Compression Matters
Retrieval using a single vector is called dense passage retrieval (DPR), because an entire passage (dozens to hundreds of tokens) is encoded as a single vector. ColBERT instead encodes a vector-per-token, where each vector is influenced by surrounding context. This leads to meaningfully better results; for example, here’s ColBERT running on Astra DB compared to DPR using openai-v3-small vectors, compared with TruLens for the Braintrust Coda Help Desk data set. ColBERT easily beats DPR at correctness, context relevance, and groundedness.
- FLaNK AI Weekly 18 March 2024
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First 15 Open Source Advent projects
12. TruLens by TruEra | Github | tutorial
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trulens VS agenta - a user suggested alternative
2 projects | 22 Nov 2023
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How are generative AI companies monitoring their systems in production?
3) Hallucination is probably the biggest problem we solve for. To do evals for hallucination, we typically see our users use a combination of groundedness (does the context support the LLM response) and context relevance (is the retrieved context relevant to the query). There's also a bunch more for the evaluations you mentioned (moderation models, sentiment, usefulness, etc.) and it's pretty easy to add custom evals.
Also - my hot take is that gpt-3.5 is good enough for evals (sometimes better) than gpt-4 if you give the LLM enough instructions on how to do the eval.
website: https://www.trulens.org/
- FLaNK Stack Weekly 28 August 2023
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[P] TruLens-Eval is an open source project for eval & tracking LLM experiments.
The team at TruEra recently released an open source project for evaluation & tracking of LLM applications called TruLens-Eval. We’ve specifically targeted retrieval-augmented QA as a core use case and so far we’ve seen it used for comparing different models and parameters, prompts, vector-db configurations and query planning strategies. I’d love to get your feedback on it.
- [D] Hardest thing about building with LLMs?
- Stop Evaluating LLMs on Vibes
- OSS library for attribution and interpretation methods for deep nets
brave-browser
- FLaNK AI Weekly 18 March 2024
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Brave's AI assistant now integrates with PDFs and Google Drive
https://github.com/brave/brave-browser/wiki/Patching-Chromiu...
You'll notice the actual patching itself is introduced with the caveat:
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How Web3 Decentralization Can Dismantle Big Tech Monopolies in 2024
Brave browser, which blocks ads and trackers, grew to over 50 million monthly active users in 2023 while enabling privacy-first models to counter Google's search and Chrome browser ecosystem.
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Google fixes 8th Chrome zero-day exploited in attacks this year
Still waiting on the Brave stable release with the patched version of chromium https://github.com/brave/brave-browser/issues/35013
- BRAVE browser and Marvel Insider don't play nice ??
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Brave not opening links in apps / Windows 11
Manually download the standalone version from: https://github.com/brave/brave-browser/releases/tag/v1.61.101 and update it that way.
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Release Channel 1.61.101
Upgraded Chromium to 120.0.6099.71. (#34740) (Changelog for 120.0.6099.71)
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Release Channel 1.61.100
Brave Github repository
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Youtube not working anymore
For those looking for a fix: Use the latest Nightly Build for Brave.
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Can anyone verify this information about privacy?
~Using privacy plug-ins or browsers. You can block our site from setting cookies used for interest-based ads by using a browser with privacy features, like Brave, or installing browser plugins, like Privacy Badger, Ghostery or uBlock Origin, and configuring them to block third party cookies/trackers.
What are some alternatives?
langfuse - 🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
Vanadium - Privacy and security enhanced releases of Chromium for GrapheneOS. Vanadium provides the WebView and standard user-facing browser on GrapheneOS. It depends on hardening in other GrapheneOS repositories and doesn't include patches not relevant to the build targets used on GrapheneOS.
shapash - 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
bromite - Bromite is a Chromium fork with ad blocking and privacy enhancements; take back your browser!
probability - Probabilistic reasoning and statistical analysis in TensorFlow
thorium - Chromium fork named after radioactive element No. 90. Windows and MacOS/Raspi/Android/Special builds are in different repositories, links are towards the top of the README.md.
LIME - Tutorial notebooks on explainable Machine Learning with LIME (Original work: https://arxiv.org/abs/1602.04938)
Brave-AppImage
embedchain - Personalizing LLM Responses
iridium-browser - Iridium Browser source code
machine_learning_basics - Plain python implementations of basic machine learning algorithms
bypass-paywalls-chrome - Bypass Paywalls web browser extension for Chrome and Firefox.