Hugging Face's logo
Bilge YΓΌcel's picture
9 4 19

Bilge YΓΌcel

bilgeyucel
HasanBeratSoke's profile picture PeepDaSlan9's profile picture aunl's profile picture
Β·

AI & ML interests

NLP, Semantic Search, LLMs

Recent Activity

reacted to anakin87's post with ❀️ 4 days ago
Haystack can now see πŸ‘€ The latest release of the Haystack OSS LLM framework adds a long-requested feature: image support! πŸ““ Notebooks below This isn't just about passing images to an LLM. We built several features to enable practical multimodal use cases. What's new? 🧠 Support for multiple LLM providers: OpenAI, Amazon Bedrock, Google Gemini, Mistral, NVIDIA, OpenRouter, Ollama and more (support for Hugging Face API coming πŸ”œ) πŸŽ›οΈ Prompt template language to handle structured inputs, including images πŸ“„ PDF and image converters πŸ” Image embedders using CLIP-like models 🧾 LLM-based extractor to pull text from images 🧩 Components to build multimodal RAG pipelines and Agents I had the chance of leading this effort with @sjrhuschlee (great collab). πŸ““ Below you can find two notebooks to explore the new features: 󠁯‒󠁏󠁏 Introduction to Multimodal Text Generation https://haystack.deepset.ai/cookbook/multimodal_intro 󠁯‒󠁏󠁏 Creating Vision+Text RAG Pipelines https://haystack.deepset.ai/tutorials/46_multimodal_rag (πŸ–ΌοΈ image by @bilgeyucel )
reacted to anakin87's post with πŸ”₯ 4 days ago
πŸ•΅οΈπŸŒ Building Browser Agents - notebook No API? No problem. Browser Agents can use websites like you do: click, type, wait, read. πŸ““ Step-by-step notebook: https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/browser_agents.ipynb πŸŽ₯ In the video, the Agent: - Goes to Hugging Face Spaces - Finds https://huggingface.co/spaces/black-forest-labs/FLUX.1-schnell - Expands a short prompt ("my holiday on Lake Como") into a detailed image generation prompt - Waits for the image - Returns the image URL ## What else can it do? Great for information gathering and summarization πŸ—žοΈπŸ—žοΈ Compare news websites and create a table of shared stories with links ▢️ Find content creator social profiles from YouTube videos πŸ›οΈ Find a product's price range on Amazon πŸš‚ 🚌 Gather public transportation travel options ## How is it built? πŸ—οΈ Haystack β†’ Agent execution logic 🧠 Google Gemini 2.5 Flash β†’ Good and fast LLM with a generous free tier πŸ› οΈ Playwright MCP server β†’ Browser automation tools: navigate, click, type, wait... Even without vision capabilities, this setup can get quite far. ## Next steps - Try a local open model - Move from notebook to real deployment - Incorporate vision And you? Have you built something similar? What's in your stack?
liked a model about 1 month ago
Trendyol/Trendyol-LLM-8B-T1
View all activity

Organizations

deepset's profile picture Blog-explorers's profile picture Hacktoberfest 2023's profile picture