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Top 13 Python Natural Language Projects
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Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07
This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.
questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?
Would love to see more progress toward this area!
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It's indeed suspicious. You're sending your voice samples, your various services accounts, your location and more private data to some proprietary black box in some public cloud. Sorry, but this is a privacy nightmare. It should be open source and self-hosted like Mycroft (https://mycroft.ai) or Leon (https://getleon.ai) to be trustworthy.
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ai-chatbot-framework
A python chatbot framework with Natural Language Understanding and Artificial Intelligence.
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Check out kor
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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forte
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
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NLP-Guide
Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Natural Language discussion
Python Natural Language related posts
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Pydentic in prompt engineering
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27-Jun-2023
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Guidance on creating a very lightweight model that does one task very well
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Kor: Extract structured data using LLMs
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Kor: Extract structured data using LLMs
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Information extraction in large documents with LLMs
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Universal Speech Model
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A note from our sponsor - SaaSHub
www.saashub.com | 11 Sep 2024
Index
What are some of the best open-source Natural Language projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ludwig | 11,078 |
| 2 | mycroft-core | 6,514 |
| 3 | pytextrank | 2,131 |
| 4 | ai-chatbot-framework | 1,946 |
| 5 | kor | 1,598 |
| 6 | mlsql | 916 |
| 7 | commit-autosuggestions | 384 |
| 8 | forte | 239 |
| 9 | NLP-Guide | 70 |
| 10 | rakun2 | 61 |
| 11 | nalcos | 53 |
| 12 | ContrXT | 24 |
| 13 | pronomial | 0 |
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