Eliza Upadhyaya @ElizaUpadhyaya
Product at https://t.co/Lgv1UJwoDQ (company behind #haystack) London Joined May 2012-
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Today we released @Haystack_AI 2.0 and one thing I love about this release which we haven't spoken much about is how the code is a lot more self-explanatory. While Haystack 1.0 supported many model providers like OpenAI, Cohere, Amazon Bedrock etc, it was often "hidden" inside…
My team @Haystack_AI has been working towards this release since I joined @deepset_ai. 🙌🏻 No matter your experience level, you can build amazing things with LLMs. Give #HaystackV2 a try! haystack.deepset.ai/blog/haystack-…
We are thrilled to announce the stable version of Haystack 2.0 🎉 We’ve been working on this for a while and now Haystack 2.0 has everything to help you implement composable LLM applications that are easy to use, customize, extend, optimize, evaluate, and deploy to production.…
How to Build Your First RAG Application? I am building a RAG application with @Haystack_AI on @LightningAI Studio Live. Please join me and let’s build this app together. Feel free to drop your questions in the comments. x.com/i/broadcasts/1…
🗣️ Introducing @AssemblyAI to the Haystack ecosystem! Check out the new integration with AssemblyAI models to effortlessly transcribe audio, generate summaries, or execute speaker diarization within your pipelines. 📯 Read the announcement: assemblyai.com/blog/announcin… 🧑💻 Learn…
And here we have the 8th challenge of Advent of @Haystack_AI ☃️ For this one, we're helping Elf Stefano @theanakin87 with all the meeting notes he's drowning under! 📆 Build a custom ranker that ranks documents by date 🚀 Use the Haystack custom components API to do so! This…
The 8th challenge for Advent of Haystack is out and this time we're asking you to build a custom ranker that ranks documents based on date! A great way to learn how to build custom components for Haystack 2.0-Beta 👇 haystack.deepset.ai/advent-of-hays…
Absolutely loving Spotify's latest release DJ X, the old nostalgic tunes its bringing back is making me re-live some beautiful music memories. Thank you @SpotifyUK
Pachamama @Kickstarter campaign has launched to produce the #film documenting #climatechange in the #Andes.kickstarter.com/projects/57396…
Happy 2014!This year we're filming a #documentary on the #Kallawayas #Bolivia &how they're affected by #climatechange pachamamafilm.com/?page_id=21
Sneak preview of our @Kickstarter video! Looking forward to sharing it with all of you! @BestofKickstart
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59K Followers 22 Following Helping more people start the best startups. So far: @Traba_Work @Levels @tryfinch @primer @puzzlefin @contra @1v1me @loyalfordogs @withshepherd | @mergedotclubMaybe a small thing for humanity, but a big step for me. 🚀 I've published my first proper video today. · Learn about the fundamental concepts of @Haystack_AI pipelines and components · Learn how to create pipelines for custom AI applications like RAG · Learn to understand…
Starting to explore @Haystack_AI 2.0 and I'm really liking their pipeline approach👏 It's clear and straightforward, without the heavy abstraction you see in @LangChainAI. Plus, their documentation is much better. Has anyone tried using it for agent pipelines?
Last month, we released a new stable version: Haystack 2.0 🎉 At @PyConDE, @SilvanoCerza explained all about our rewrite story and how we simplified our component and pipeline APIs to make sure that creating LLM apps is easier than ever! Read more about Haystack 2.0…
🔮 Hypothetical Document Embeddings ⭐️ What do you think about this technique? This technique aims to improve retrieval by: · Generating “fake” hypothetical documents based on a given query, · Using those “fake” document embeddings to retrieve similar documents. · Paper:…
Me explaining how easy it is to build applications with @Haystack_AI at my @PyConDE talk on "Improve LLM-based Applications with Fallback Mechanisms" 🚀 Thank you for joining and for all your great questions about building with LLMs! 🙌 Here's my presentation if you want to…
🐍 @bilgeycl was on the @PyConDE stage explaining fallback mechanisms to improve the LLM-based applications using Haystack! 🧑🏻🏫 If you couldn't catch her insightful talk, learn how to implement fallbacks with conditional routing in our tutorial 👉 haystack.deepset.ai/tutorials/36_b…
Are you at @PyConDE? Catch our Haystack team at the conference 🚀 🎙️ Mon, 12:15 PM: @SilvanoCerza on “Haystack 2.0: the story of a rewrite” pretalx.com/pyconde-pydata… 🎙️ Wed, 12:15 PM: @bilgeycl on "Improve LLM-based Applications with Fallback Mechanisms" pretalx.com/pyconde-pydata……
Stop by for a hello 👋 We have cool @Haystack_AI stickers! 🧠💡🦦 #PyConDE #PyDataBerlin @PyConDE
Are you at @PyConDE? Catch our Haystack team at the conference 🚀 🎙️ Mon, 12:15 PM: @SilvanoCerza on “Haystack 2.0: the story of a rewrite” pretalx.com/pyconde-pydata… 🎙️ Wed, 12:15 PM: @bilgeycl on "Improve LLM-based Applications with Fallback Mechanisms" pretalx.com/pyconde-pydata……
🌟 MARK YOU CALENDARS 🌟 Get ready for a great evening exploring the world of LLMs, vector stores, knowledge graphs, and cutting-edge models! Join us for insightful talks featuring experts from @deepset_ai, @neo4j, @qdrant_engine, and mixedbread.ai! 🎙️Talks 1.…
Use the latest cohere rankers with @Haystack_AI 🚀🫶
Cohere Rerank 3 + Haystack 2.0 @cohere just dropped new great models for reranking 👇 · Context length of 4k for significant improvement on longer documents · Multilingual coverage of 100+ languages · Improved latency You can use it right away in Haystack to improve your…
Livestream with @Haystack_AI and @CloudflareDev this Friday! Learn how to use Llama Guard for your LLM interactions 👇
Two days to go! Join @craigsdennis and @tuanacelik for a live stream on how to use Llama Guard with @CloudflareDev to incorporate safeguarding into your LLM conversations and interactions! Register here and join us on Zoom on Friday, April 12th 👉 lu.ma/cloudflare-hay…
Congrats to @cohere on the release of their new reranking models. Want to give them a spin? Bring them into your AI pipelines with @Haystack_AI 🚀
Cohere Rerank 3 + Haystack 2.0 @cohere just dropped new great models for reranking 👇 · Context length of 4k for significant improvement on longer documents · Multilingual coverage of 100+ languages · Improved latency You can use it right away in Haystack to improve your…
We had a great time doing the live stream with @DataStax on Wednesday 🚀 Don't worry if you missed it! You can see both sessions on YouTube now 👇 🎸 SwiftieGPT with Astra DB and Haystack by @crtr0 👉 youtu.be/yy_orQQkUto?si… 😎 Hacker News TLDRs with Haystack 2.0 Custom…
How do you safeguard LLM conversations? You can use Llama Guard 🦙 💂🏻 Join us next Friday for a live stream with @Cloudflare’s @craigsdennis and @tuanacelik on adding guardrails for your LLM based Haystack chat apps using Llama Guard 👇 lu.ma/cloudflare-hay…
Calling the Berlin GenAI community, join us along with @neo4j @qdrant_engine and mixedbread.ai for a meetup on April 25th 🚀 We have 4 great speakers. Our very own @bilgeycl will be joined by: · @atitaarora from Qdrant: RAG Evaluation in Action: Building, Tackling…
Nearly a month before we released @Haystack_AI 2.0 I was back at @fosdem and got to talk about building custom LLM applications. It's now finally up on YouTube 👇 youtu.be/jCBUmd6QVCg?si…
We released some small fixes and improvements to Haystack yesterday 💪 · streaming_callback added to the HuggingFaceLocalGenerator to allow you to stream responses from this generator as well · A new class: 'SparseEmbedding' is added, which will allow us to expand retrieval to…
It's great to see this collaboration take shape! Thank you to the @MongoDB team for their support in this partnership! I'm happy to announce that the MongoDB integration for @Haystack_AI has been expanding, MongoDB Atlas is now available for Haystack 2.0, and you can now try it…
Two days to go! Join @craigsdennis and @tuanacelik for a live stream on how to use Llama Guard with @CloudflareDev to incorporate safeguarding into your LLM conversations and interactions! Register here and join us on Zoom on Friday, April 12th 👉 lu.ma/cloudflare-hay…