jsonlines
dify
jsonlines | dify | |
---|---|---|
6 | 14 | |
119 | 31,106 | |
- | 17.6% | |
3.9 | 9.9 | |
19 days ago | 6 days ago | |
CSS | TypeScript | |
- | GNU General Public License v3.0 or later |
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.
jsonlines
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FLaNK AI Weekly for 29 April 2024
JSON Lines (JSONL) https://jsonlines.org/
- Show HN: ZSV (Zip Separated Values)
- Domain ndjson.org expired and it's hosting malware now
- JSON dans les projets data science : Trucs & Astuces
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JSON in data science projects: tips & tricks
This can be remedied by using the [JSON Lines] format (https://jsonlines.org/). This involves nothing more and nothing less than placing one JSON object per line, so that you can browse the objects without having to parse the entire collection all at once.
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Documentation for the JSON Lines text file format
> MIME type may be application/jsonl, but this is not yet standardized; any help writing the RFC would be greatly appreciated (see issue[0]).
[0] https://github.com/wardi/jsonlines/issues/19
dify
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Ask HN: LLM workflows to avoid copying and pasting from the web interfaces?
This visual IDE for LLM pipelines was posted recently: https://github.com/langgenius/dify
See if it helps.
- FLaNK AI Weekly for 29 April 2024
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Dify, a visual workflow to build/test LLM applications
> https://github.com/langgenius/dify/blob/main/LICENSE
everyone is apparently a license pioneer
- Dify, an end-to-end, visualized workflow to build/test LLM applications
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GreptimeAI + Xinference - Efficient Deployment and Monitoring of Your LLM Applications
Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications. It provides a RESTful API compatible with OpenAI API, Python SDK, CLI, and WebUI. Furthermore, it integrates third-party developer tools like LangChain, LlamaIndex, and Dify, facilitating model integration and development.
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Which LLM framework(s) do you use in production and why?
If you are looking to develop QnA or chat based apps then check out https://dify.ai. Do a quick check and see if it fit your requirements. You can integrate it with your app using the apis it provides
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New Discoveries in No-Code AI App Building with ChatGPT
As an AI newbie, I used to find coding apps from scratch an absolute nightmare! The learning curve was steep as a ski slope, debugging took endless hours, and developing even a simple AI app nearly drove me insane! But since discovering Dify, it has totally revolutionized my life by enabling app development without any coding skills!
- FLaNK Stack Weekly for 14 Aug 2023
- Interesting LLMOps Tools Dify.ai
- Dify.ai – Simply create and operate AI-native apps based on GPT-4
What are some alternatives?
zsvutil - ZSV Utility for converting json to/from zip-separated-values
langchain-llm-katas - This is a an open-source project designed to help you improve your skills with AI engineering using LLMs and the langchain library
ndjson-spec - Specification
litellm - Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
chainlit - Build Conversational AI in minutes ⚡️
duet-gpt - A conversational semi-autonomous developer assistant. AI pair programming without the copypasta.
IncognitoPilot - An AI code interpreter for sensitive data, powered by GPT-4 or Code Llama / Llama 2.
jdbc-connector-for-apache-kafka - Aiven's JDBC Sink and Source Connectors for Apache Kafka®
kudu - Mirror of Apache Kudu
flatdraw - A simple canvas drawing web app with responsive UI. Made with TypeScript, React, and Next.js.
GeniA - Your Engineering Gen AI Team member 🧬🤖💻
symmetric-ds - SymmetricDS is database replication and file synchronization software that is platform independent, web enabled, and database agnostic. It is designed to make bi-directional data replication fast, easy, and resilient. It scales to a large number of nodes and works in near real-time across WAN and LAN networks.