flyde
trulens
flyde | trulens | |
---|---|---|
4 | 14 | |
1,835 | 1,682 | |
21.3% | 10.8% | |
9.2 | 9.8 | |
22 days ago | 6 days ago | |
TypeScript | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
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.
flyde
- FLaNK AI Weekly 18 March 2024
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Show HN: Flyde – an open-source visual programming language
Yes! As a big fan of functional-reactive programming, it was important to me that Flyde builds on that foundation, and doesn't fall into more imperative paradigms.
With that being said, Flyde does offer an easy way for node authors to set local and global state, but in a functional way - you can pass your own map as the global state, and do whatever you want with it. It's not properly documented yet, but here's the code - https://github.com/flydelabs/flyde/blob/main/core/src/execut...
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Build a Discord Bot Using Visual Programming in VSCode With Flyde
Run the following command:git clone https://github.com/FlydeHQ/flyde-discord-bot-boilerplate.git
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
What are some alternatives?
unit - Next Generation Visual Programming System
langfuse - 🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
Visual Studio Code - Visual Studio Code
shapash - 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
vetur - Vue tooling for VS Code.
probability - Probabilistic reasoning and statistical analysis in TensorFlow
customdiscordrpc - Customizable Discord Rich Presence Client for Windows.
LIME - Tutorial notebooks on explainable Machine Learning with LIME (Original work: https://arxiv.org/abs/1602.04938)
flyde-discord-bot-boilerplate - Foundations for visually building discord bots using Flyde
embedchain - Personalizing LLM Responses
Rete.js - Rete.js is a framework for creating visual interfaces and workflows. It provides out-of-the-box solutions for visualization using various libraries and frameworks, as well as solutions for processing graphs based on dataflow and control flow approaches.
machine_learning_basics - Plain python implementations of basic machine learning algorithms