rclip
llama_index
| rclip | llama_index | |
|---|---|---|
| 17 | 75 | |
| 652 | 31,628 | |
| - | 6.0% | |
| 8.7 | 10.0 | |
| 9 days ago | 2 days ago | |
| Python | Python | |
| MIT License | 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.
rclip
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35,000 photos, what to do?
The installation instructions are in the project README: https://github.com/yurijmikhalevich/rclip. I use the prebuilt executable option to install it on my Synology NAS.
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Apple - Fruit = X? rclip update: query combos and snapcraft, homebrew, and pypi releases
rclip source code is published on GitHub under the MIT license: https://github.com/yurijmikhalevich/rclip. Give it a try, and let me know what you think!
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I have like 1500 videos of me playing piano.. too many to go through manually to eliminate the inappropriate ones. Can ML help?
Use this command line project called rclip which is the easiest way to use CLIP models on your local folders of images. It was written by /u/39dotyt (thanks again!).
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Can I Create my own AI Image Bank?
https://github.com/yurijmikhalevich/rclip https://mikhalevi.ch/rclip-an-ai-powered-command-line-photo-search-tool
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Can anybody advise open-sourced neural net model to tag/recognize photos on a harddrive?
The latter would be easy to use with https://github.com/yurijmikhalevich/rclip .
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Organizing 6 TB of random junk
For images rclip can give you search that's better than Google Photos with entirely unannotated data and pure natural English queries.
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AI powered image sorting/tagging/organising?
Google Photos can do this kind of searching for specific objects and combinations. I'm not sure if there is a tool that you can install locally that will do it. What we're probably looking for is a local image search engine powered by CLIP. Something like this, but with a GUI on Windows. It would be cool if tools like Eagle integrated CLIP into them, so you didn't have to manually tag everything, they were just auto-tagged with the content that is already in them. PhotoPrism might be the closest thing yet.
- Rclip: AI-Powered Command-Line Photo Search Tool Using CLIP
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Natural text to image search(without captions), using CLIP model. Notebook in comment.
Indexing was done with this other guy's github project. It was convenient because it automatically handles things like "continue where it left off".
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Using CLIP to score multiple images against a single string.
It's based on https://github.com/yurijmikhalevich/rclip who posted his project here a while ago.
llama_index
- LlamaIndex: A data framework for your LLM applications
- FLaNK AI - 01 April 2024
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Show HN: Ragdoll Studio (fka Arthas.AI) is the FOSS alternative to character.ai
For anyone curious llamaindex's "prompt mixins", they're actually dead simple: https://github.com/run-llama/llama_index/blob/8a8324008764a7... - and maybe no longer supported.
I basically reinvented this wheel in ragdoll but made it more dynamic: https://github.com/bennyschmidt/ragdoll/blob/master/src/util...
- LlamaIndex is a data framework for your LLM applications
- How to verify that a snippet of Python code doesn't access protected members
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🆓 Local & Open Source AI: a kind ollama & LlamaIndex intro
Being able to plug third party frameworks (Langchain, LlamaIndex) so you can build complex projects
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I made an app that runs Mistral 7B 0.2 LLM locally on iPhone Pros
Mistral Instruct does use a system prompt.
You can see the raw format here: https://www.promptingguide.ai/models/mistral-7b#chat-templat... and you can see how LllamaIndex uses it here (as an example): https://github.com/run-llama/llama_index/blob/1d861a9440cdc9...
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Top 5 Vector Database Videos of 2023 🎥
Learn how to use Milvus as persistent vector storage with LlamaIndex in under 5 minutes.
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What's going on in the Zilliz Universe? December 2023
▶️ Read Blog 📷 Watch Demo 🦙 Notebook using Pipelines inside LlamaIndex
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First 15 Open Source Advent projects
15. LlamaIndex | Github | tutorial
What are some alternatives?
CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
langchain - 🦜🔗 Build context-aware reasoning applications
faiss - A library for efficient similarity search and clustering of dense vectors.
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
B3 - Best Buy purchase bot
chatgpt-retrieval-plugin - The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
pyvirtualcam - 🎥 Send frames to a virtual camera from Python
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
sdcompare - A-B voting tool for images
gpt-llama.cpp - A llama.cpp drop-in replacement for OpenAI's GPT endpoints, allowing GPT-powered apps to run off local llama.cpp models instead of OpenAI.