now
haystack
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now | haystack | |
---|---|---|
8 | 55 | |
588 | 13,633 | |
- | 5.8% | |
9.7 | 9.9 | |
12 months ago | 4 days ago | |
Python | Python | |
Apache License 2.0 | 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.
now
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A Guide to Using OpenTelemetry in Jina for Monitoring and Tracing Applications
💡In this post we’re just building out a backend, and not touching on a frontend. To build your own low-code backend+frontend neural search solution, check out Jina NOW.
- I want to dive into how to make search engines
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Best stack/service for user generated content site.
Check out Jina NOW for an end-to-end text-to-image search
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Sophisticated neural search system using < 5 lines of code.
try it out for yourself now: https://examples.jina.ai/now/. Or if you'd prefer to go through the repo and see the magic behind the scenes: https://github.com/jina-ai/now
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No code solution for neural search. Build a search application using < 5 lines of code
Here's the link to try it out for yourself: https://now.jina.ai
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Deep-learning powered image search in just one line code
Github Repo
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Built a nocode solution for text to image search engine. Checkout live demo
And here's the open-source code for developer friends here in the community - https://github.com/jina-ai/now
- Show HN: Jina NOW – lowcode solution for multimodal neural search
haystack
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Haystack DB – 10x faster than FAISS with binary embeddings by default
I was confused for a bit but there is no relation to https://haystack.deepset.ai/
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Release Radar • March 2024 Edition
View on GitHub
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First 15 Open Source Advent projects
4. Haystack by Deepset | Github | tutorial
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Generative AI Frameworks and Tools Every Developer Should Know!
Haystack can be classified as an end-to-end framework for building applications powered by various NLP technologies, including but not limited to generative AI. While it doesn't directly focus on building generative models from scratch, it provides a robust platform for:
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Best way to programmatically extract data from a set of .pdf files?
But if you want an API that you can use to develop your own flow, Haystack from Deepset could be worth a look.
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Which LLM framework(s) do you use in production and why?
Haystack for production. We cannot afford breaking changes in our production apps. Its stable, documentation is excellent and did I mention its' STABLE!??
- Overview: AI Assembly Architectures
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Llama2 and Haystack on Colab
I recently conducted some experiments with Llama2 and Haystack (https://github.com/deepset-ai/haystack), the NLP/LLM framework.
The notebook can be helpful for those trying to load Llama2 on Colab.
1) Installed Transformers from the main branch (and other libraries)
- Build with LLMs for production with Haystack – has 10k stars on GitHub
- Show HN: Haystack – Production-Ready LLM Framework
What are some alternatives?
search-engines - Reviewing alternative search engines
langchain - 🦜🔗 Build context-aware reasoning applications
markov - Materials for book: "Markov Chains for programmers"
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
grub-2.0 - Grub is an AI powered Web crawler.
gpt-neo - An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
finetuner - :dart: Task-oriented embedding tuning for BERT, CLIP, etc.
BentoML - The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
docarray - Represent, send, store and search multimodal data
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
MeiliSearch - A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
jina - ☁️ Build multimodal AI applications with cloud-native stack