Jina AI examples
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| Jina AI examples | jina-financial-qa-search | |
|---|---|---|
| 22 | 2 | |
| 403 | 68 | |
| - | - | |
| 9.6 | 0.0 | |
| over 2 years ago | about 3 years ago | |
| Python | Python | |
| Apache License 2.0 | - |
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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.
Jina AI examples
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Show HN: Search PDFs with Transformers and Python Notebook
- Modern PDFs - if you wanna extract text and images, then the PDFSegmenter used in my example will work. If tables too, might need some additional jiggery-pokery, but definitely doable. I know other ppl using the same framework (Jina) who've accomplished it.
- Exact word search - pretty simple. I've focused on more advanced stuff because color vs colour is same same but different. Also just because it's pretty easy since I'm just using pre-defined building blocks, not manually integrating stuff
- Cross platform frontend - I've seen a lyrics search frontend [0] and I've built stuff in Streamlit before. Jina offers RESTful/gRPC/WebSockets gateways so it can't be too tough
- Lightweight? I mean how lightweight do you want it? C? Bash? Assembly? I've found Python good for text parsing
- Long-term: The notebook I wrote has a few (each of which have their own), but compared to others they're relatively lightweight.
- Gluing code: I've been using pre-existing building blocks, and writing new Executors (i.e. building blocks) is relatively straightforward, and then scaling them up with shards, replicas, etc is just a parameter away.
I'm more into the search side then the PDF stuff. The PDF side I've had experience with through bitter suffering and torment. Not a fun format to work with (unless you're into sado-masochism)
[0] https://github.com/jina-ai/examples/tree/master/multires-lyr...
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Getting started with Jina AI
Semantic Wikipedia Search
- Do what Google does: build a semantic search app powered by Jina AI's open source, neural search framework.
- A semantic search app powered by Jina AI's open source, neural search framework. Using this, you can index and search song lyrics using state-of-the-art machine learning language models
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[P] A week ago, I came across this super cool project to build Cross Modal Search. I will now share more details about the project
I was looking for some projects based on search engines, and building a tool which could search across various types of data, and that's when I came across this GitHub project: https://github.com/jina-ai/jina/blob/master/.github/pages/hello-world.md#-multimodal-document-search. Encouraged by thorough, step by step instructions on how to build a search service that can use diverse modal features to provide accurate results; I ventured through the documents till I came to the latest updated version, here: https://github.com/jina-ai/examples/tree/master/cross-modal-search.
- Build your own Google Image search powered by deep-learning, open-source
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[P] Open-source Neural Search framework to implement semantic search & multimedia search. Just released 2.0, seeking your feedback.
There are already some examples on music search, pdf search and video search that shows some POC of it's capabilities around those use cases. You can discuss your specific use case in detail with Jina community on slack
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I was wrong! A big thank you to r/python members 🙏
Thank you so much for the appreciation and sharing your use cases. Checkout examples for chatbot and financial analysis - https://github.com/jina-ai/examples
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PDF search - Another project I built using Jina(AI Search framework)
git clone --depth 1 --filter=blob:none --sparse https://github.com/jina-ai/examples git sparse-checkout set multimodal-search-pdf
- Alternative to Google Images - Open-Source image search engine
jina-financial-qa-search
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Getting started with Jina AI
Financial Question Answering System
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[P] BERT-based Financial Question Answering System
GitHub Repo
What are some alternatives?
finetuner - :dart: Task-oriented embedding tuning for BERT, CLIP, etc.
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
jina - ☁️ Build multimodal AI applications with cloud-native stack
bertsearch - Elasticsearch with BERT for advanced document search.
jina-hub - An open-registry for hosting Jina executors via container images
marqo - Tensor search for humans. [Moved to: https://github.com/marqo-ai/marqo]
jina-app-store-example - App store search example, using Jina as backend and Streamlit as frontend [Moved to: https://github.com/jina-ai/example-app-store]
jina-meme-search-example - Meme search engine built with Jina neural search framework. Search with captions or image files to find matching memes. [Moved to: https://github.com/jina-ai/example-meme-search]
AliceMind - ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
pdfminer.six - Community maintained fork of pdfminer - we fathom PDF