Last week, I spent some time on the DeepSeek OCR paper with @LoganMarkewich and it was genuinely interesting.
It's definitely not just OCR - it's using vision as compression. 10x token reduction while maintaining accuracy.
It's definitely not just OCR - it's using vision as compression. 10x token reduction while maintaining accuracy.
October 28, 2025 at 1:24 PM
Last week, I spent some time on the DeepSeek OCR paper with @LoganMarkewich and it was genuinely interesting.
It's definitely not just OCR - it's using vision as compression. 10x token reduction while maintaining accuracy.
It's definitely not just OCR - it's using vision as compression. 10x token reduction while maintaining accuracy.
This past Monday I had the pleasure of joining a panel about open-source and AI, hosted by Merantix at the London AI Hub.
October 2, 2025 at 3:19 PM
This past Monday I had the pleasure of joining a panel about open-source and AI, hosted by Merantix at the London AI Hub.
We're opening up early access to LlamaAgents - which allows you to go from local LlamaIndex agent workflows to deployed agents in a matter of minutes.
October 1, 2025 at 5:26 PM
We're opening up early access to LlamaAgents - which allows you to go from local LlamaIndex agent workflows to deployed agents in a matter of minutes.
Wrote about something I've been thinking about lately: how AI coding agents are changing how we build AI agents themselves
At LlamaIndex, we've been experimenting with using coding agents like Cursor and Claude Code to speed up build agentic workflows themselves + their UIs
At LlamaIndex, we've been experimenting with using coding agents like Cursor and Claude Code to speed up build agentic workflows themselves + their UIs
August 26, 2025 at 1:45 PM
Wrote about something I've been thinking about lately: how AI coding agents are changing how we build AI agents themselves
At LlamaIndex, we've been experimenting with using coding agents like Cursor and Claude Code to speed up build agentic workflows themselves + their UIs
At LlamaIndex, we've been experimenting with using coding agents like Cursor and Claude Code to speed up build agentic workflows themselves + their UIs
We're making 𝐯𝐢𝐛𝐞-𝐥𝐥𝐚𝐦𝐚 with and for LlamaIndex a lot easier..
Last week we released vibe-llama, a tool developed by @cle-does-things.bsky.social
Last week we released vibe-llama, a tool developed by @cle-does-things.bsky.social
August 25, 2025 at 2:24 PM
We're making 𝐯𝐢𝐛𝐞-𝐥𝐥𝐚𝐦𝐚 with and for LlamaIndex a lot easier..
Last week we released vibe-llama, a tool developed by @cle-does-things.bsky.social
Last week we released vibe-llama, a tool developed by @cle-does-things.bsky.social
This is not GraphRAG, it comes before..
Last week, me and Tomaz (from neo4j) published another demo together. The idea: you have a bunch of unstructured documents (think legal, PDFs etc) and you want to construct a knowledge graph out of them.
Last week, me and Tomaz (from neo4j) published another demo together. The idea: you have a bunch of unstructured documents (think legal, PDFs etc) and you want to construct a knowledge graph out of them.
August 19, 2025 at 1:04 PM
This is not GraphRAG, it comes before..
Last week, me and Tomaz (from neo4j) published another demo together. The idea: you have a bunch of unstructured documents (think legal, PDFs etc) and you want to construct a knowledge graph out of them.
Last week, me and Tomaz (from neo4j) published another demo together. The idea: you have a bunch of unstructured documents (think legal, PDFs etc) and you want to construct a knowledge graph out of them.
OpenAI just dropped new open source models 🔥
My colleague Logan spent his morning testing gpt-oss-20b - which runs on consumer hardware, is Apache 2.0 licensed, and the reasoning quality is solid.
Also, full chain-of-thought access so you can see exactly how it's thinking.
My colleague Logan spent his morning testing gpt-oss-20b - which runs on consumer hardware, is Apache 2.0 licensed, and the reasoning quality is solid.
Also, full chain-of-thought access so you can see exactly how it's thinking.
August 5, 2025 at 6:41 PM
OpenAI just dropped new open source models 🔥
My colleague Logan spent his morning testing gpt-oss-20b - which runs on consumer hardware, is Apache 2.0 licensed, and the reasoning quality is solid.
Also, full chain-of-thought access so you can see exactly how it's thinking.
My colleague Logan spent his morning testing gpt-oss-20b - which runs on consumer hardware, is Apache 2.0 licensed, and the reasoning quality is solid.
Also, full chain-of-thought access so you can see exactly how it's thinking.
Last week @cle-does-things.bsky.social and I created @llamaindex.bsky.social nodes for @n8n.io
Here's what we got:
· LlamaExtract: use extraction agents within n8n workflows
· LlamaParse: parse complex documents
· LlamaCloud: use your existing LlamaCloud indexes as knowledge bases within n8n
Here's what we got:
· LlamaExtract: use extraction agents within n8n workflows
· LlamaParse: parse complex documents
· LlamaCloud: use your existing LlamaCloud indexes as knowledge bases within n8n
July 23, 2025 at 3:27 PM
Last week @cle-does-things.bsky.social and I created @llamaindex.bsky.social nodes for @n8n.io
Here's what we got:
· LlamaExtract: use extraction agents within n8n workflows
· LlamaParse: parse complex documents
· LlamaCloud: use your existing LlamaCloud indexes as knowledge bases within n8n
Here's what we got:
· LlamaExtract: use extraction agents within n8n workflows
· LlamaParse: parse complex documents
· LlamaCloud: use your existing LlamaCloud indexes as knowledge bases within n8n
A new walkthrough for a research agent using Llamaindex and Google Gemini, fresh out the oven. Given a topic:
🌎 Use Gemini 2.5 pro with its server side google search tool
📝 Create an agent that takes notes as it gets results from its websearch
🌎 Use Gemini 2.5 pro with its server side google search tool
📝 Create an agent that takes notes as it gets results from its websearch
July 14, 2025 at 8:40 PM
A new walkthrough for a research agent using Llamaindex and Google Gemini, fresh out the oven. Given a topic:
🌎 Use Gemini 2.5 pro with its server side google search tool
📝 Create an agent that takes notes as it gets results from its websearch
🌎 Use Gemini 2.5 pro with its server side google search tool
📝 Create an agent that takes notes as it gets results from its websearch
I like this new terminology around context engineering that's picking up. It's a good way to think about how to build actually effective agentic applications.
July 2, 2025 at 3:24 PM
I like this new terminology around context engineering that's picking up. It's a good way to think about how to build actually effective agentic applications.
Since MCP there are questions about whether it removes the need for you to build your own RAG workflows with vector search. And my answer to that is:
June 27, 2025 at 4:21 PM
Since MCP there are questions about whether it removes the need for you to build your own RAG workflows with vector search. And my answer to that is:
Last week, we concluded the @gradio-hf.bsky.social MCP hackathon with @hf.co. The project that one the @llamaindex.bsky.social prize was the "Nasa Space Explorer" 🔭🪐
3 servers that provide live data on:
☄️ Asteroids
🤖 the Mars Rover
🌌 Astronomy
Here's the space: huggingface.co/spaces/Agen...
3 servers that provide live data on:
☄️ Asteroids
🤖 the Mars Rover
🌌 Astronomy
Here's the space: huggingface.co/spaces/Agen...
June 26, 2025 at 6:13 PM
Last week, we concluded the @gradio-hf.bsky.social MCP hackathon with @hf.co. The project that one the @llamaindex.bsky.social prize was the "Nasa Space Explorer" 🔭🪐
3 servers that provide live data on:
☄️ Asteroids
🤖 the Mars Rover
🌌 Astronomy
Here's the space: huggingface.co/spaces/Agen...
3 servers that provide live data on:
☄️ Asteroids
🤖 the Mars Rover
🌌 Astronomy
Here's the space: huggingface.co/spaces/Agen...
Yesterday Zoom announced Zoom RTMS at the developer summit, which gives you real-time access to audio, video, and transcript data from Zoom Meetings.
June 26, 2025 at 11:19 AM
Yesterday Zoom announced Zoom RTMS at the developer summit, which gives you real-time access to audio, video, and transcript data from Zoom Meetings.
🍕 Since the first @llamaindex.bsky.social office hours with Logan a specific use-case kept popping up: incremental "form filling".
So, here's a pizzeria order taking assistant using just that with the new Artifact Memory Block and Artifact Editor Tool: colab.research.google.com/drive/13ORO...
So, here's a pizzeria order taking assistant using just that with the new Artifact Memory Block and Artifact Editor Tool: colab.research.google.com/drive/13ORO...
June 11, 2025 at 7:51 PM
🍕 Since the first @llamaindex.bsky.social office hours with Logan a specific use-case kept popping up: incremental "form filling".
So, here's a pizzeria order taking assistant using just that with the new Artifact Memory Block and Artifact Editor Tool: colab.research.google.com/drive/13ORO...
So, here's a pizzeria order taking assistant using just that with the new Artifact Memory Block and Artifact Editor Tool: colab.research.google.com/drive/13ORO...
A new oss image generation agent by mu colleague Clelia, that doesn't _just_ generate images.
Structured outputs with Google Gemini to check the generated image and evaluate whether it's ready for the user or not.
The repo: github.com/run-llama/i...
Her code-along: youtu.be/RCASiu5oj6c...
Structured outputs with Google Gemini to check the generated image and evaluate whether it's ready for the user or not.
The repo: github.com/run-llama/i...
Her code-along: youtu.be/RCASiu5oj6c...
May 23, 2025 at 11:31 AM
A new oss image generation agent by mu colleague Clelia, that doesn't _just_ generate images.
Structured outputs with Google Gemini to check the generated image and evaluate whether it's ready for the user or not.
The repo: github.com/run-llama/i...
Her code-along: youtu.be/RCASiu5oj6c...
Structured outputs with Google Gemini to check the generated image and evaluate whether it's ready for the user or not.
The repo: github.com/run-llama/i...
Her code-along: youtu.be/RCASiu5oj6c...
LlamaExtract (by @llamaindex.bsky.social) allows you to turn on citations and reasoning to check:
1️⃣ The underlying models reasoning for the assignment and
2️⃣ The citations from the source document
📚 www.llamaindex.ai/blog/get-ci...
🧑🍳 docs.cloud.llamaindex.ai/llamaextrac...
1️⃣ The underlying models reasoning for the assignment and
2️⃣ The citations from the source document
📚 www.llamaindex.ai/blog/get-ci...
🧑🍳 docs.cloud.llamaindex.ai/llamaextrac...
May 7, 2025 at 4:59 PM
LlamaExtract (by @llamaindex.bsky.social) allows you to turn on citations and reasoning to check:
1️⃣ The underlying models reasoning for the assignment and
2️⃣ The citations from the source document
📚 www.llamaindex.ai/blog/get-ci...
🧑🍳 docs.cloud.llamaindex.ai/llamaextrac...
1️⃣ The underlying models reasoning for the assignment and
2️⃣ The citations from the source document
📚 www.llamaindex.ai/blog/get-ci...
🧑🍳 docs.cloud.llamaindex.ai/llamaextrac...
Numerous ways to build agents, numerous workflow patterns and applications.
On April 29th we will be hosting a live session where we dive into @weaviate.bsky.social agents, how you can use them, and all of our future agentic plans! Join us 👇
www.linkedin.com/events/73157...
On April 29th we will be hosting a live session where we dive into @weaviate.bsky.social agents, how you can use them, and all of our future agentic plans! Join us 👇
www.linkedin.com/events/73157...
April 16, 2025 at 12:25 PM
Numerous ways to build agents, numerous workflow patterns and applications.
On April 29th we will be hosting a live session where we dive into @weaviate.bsky.social agents, how you can use them, and all of our future agentic plans! Join us 👇
www.linkedin.com/events/73157...
On April 29th we will be hosting a live session where we dive into @weaviate.bsky.social agents, how you can use them, and all of our future agentic plans! Join us 👇
www.linkedin.com/events/73157...
Build a personal shopping assistant in less than 5 minutes with the new @weaviate.bsky.social Query Agent!
👩🍳 To get started, try out the recipe! You’ll end up building an e-commerce assistant agent: colab.research.google.com/github/weavi...
👩🍳 To get started, try out the recipe! You’ll end up building an e-commerce assistant agent: colab.research.google.com/github/weavi...
March 5, 2025 at 5:25 PM
Build a personal shopping assistant in less than 5 minutes with the new @weaviate.bsky.social Query Agent!
👩🍳 To get started, try out the recipe! You’ll end up building an e-commerce assistant agent: colab.research.google.com/github/weavi...
👩🍳 To get started, try out the recipe! You’ll end up building an e-commerce assistant agent: colab.research.google.com/github/weavi...
There are valid concerns when it comes to how we use agents today and how we should prepare to use them in future.
1️⃣ AI agents as ‘research assistants’,
2️⃣ Agentic workflows, some involving human-in-the-loop systems.
3️⃣ Safety nets, such as ‘undo’.
1️⃣ AI agents as ‘research assistants’,
2️⃣ Agentic workflows, some involving human-in-the-loop systems.
3️⃣ Safety nets, such as ‘undo’.
February 20, 2025 at 2:25 PM
There are valid concerns when it comes to how we use agents today and how we should prepare to use them in future.
1️⃣ AI agents as ‘research assistants’,
2️⃣ Agentic workflows, some involving human-in-the-loop systems.
3️⃣ Safety nets, such as ‘undo’.
1️⃣ AI agents as ‘research assistants’,
2️⃣ Agentic workflows, some involving human-in-the-loop systems.
3️⃣ Safety nets, such as ‘undo’.
Agents can seem a bit like wizardry, so I've been working on an intro 💚
🧙 The way I like to explain it is by comparing most LLMs in agentic AI applications today to a wizard with a spell book (tools). It's been granted instructions for bunch of spells 🪄
Read on here: weaviate.io/blog/ai-agents
🧙 The way I like to explain it is by comparing most LLMs in agentic AI applications today to a wizard with a spell book (tools). It's been granted instructions for bunch of spells 🪄
Read on here: weaviate.io/blog/ai-agents
February 13, 2025 at 3:57 PM
Agents can seem a bit like wizardry, so I've been working on an intro 💚
🧙 The way I like to explain it is by comparing most LLMs in agentic AI applications today to a wizard with a spell book (tools). It's been granted instructions for bunch of spells 🪄
Read on here: weaviate.io/blog/ai-agents
🧙 The way I like to explain it is by comparing most LLMs in agentic AI applications today to a wizard with a spell book (tools). It's been granted instructions for bunch of spells 🪄
Read on here: weaviate.io/blog/ai-agents
I built a 'game recommender service' with the new @deepseek.bsky.social model using Ollama 🦙 and @weaviate.bsky.social
😈 Here's the recipe and the fancy graphic I created for it
🧑🍳:
github.com/weaviate/rec...
😈 Here's the recipe and the fancy graphic I created for it
🧑🍳:
github.com/weaviate/rec...
February 6, 2025 at 4:43 PM
I built a 'game recommender service' with the new @deepseek.bsky.social model using Ollama 🦙 and @weaviate.bsky.social
😈 Here's the recipe and the fancy graphic I created for it
🧑🍳:
github.com/weaviate/rec...
😈 Here's the recipe and the fancy graphic I created for it
🧑🍳:
github.com/weaviate/rec...
Stepping out of my usual content here and jumping in to Greek mythology. I’ve gotten really into it in the last few years and just finished Stone Blind by Natalie Haynes.
Beautifully written. Would highly recommend this retelling of the story of Medusa.
Beautifully written. Would highly recommend this retelling of the story of Medusa.
January 19, 2025 at 5:16 PM
Stepping out of my usual content here and jumping in to Greek mythology. I’ve gotten really into it in the last few years and just finished Stone Blind by Natalie Haynes.
Beautifully written. Would highly recommend this retelling of the story of Medusa.
Beautifully written. Would highly recommend this retelling of the story of Medusa.
I have a new hobby that involves lots of fire 🔥 Behold my first ring that has a stone setting 💍
December 3, 2024 at 11:04 PM
I have a new hobby that involves lots of fire 🔥 Behold my first ring that has a stone setting 💍
Gave my first first talk at @weaviate.bsky.social this past Wednesday 🚀
We created a mini Weaviate assistant agent by defining our own 2 tools:
· A Weaviate Docs RAG tool
· A Weaviate GitHub Issues RAG tool
I used @llamaindex.bsky.social for this demo
Here's the repo: github.com/TuanaCelik/w...
We created a mini Weaviate assistant agent by defining our own 2 tools:
· A Weaviate Docs RAG tool
· A Weaviate GitHub Issues RAG tool
I used @llamaindex.bsky.social for this demo
Here's the repo: github.com/TuanaCelik/w...
November 29, 2024 at 3:25 PM
Gave my first first talk at @weaviate.bsky.social this past Wednesday 🚀
We created a mini Weaviate assistant agent by defining our own 2 tools:
· A Weaviate Docs RAG tool
· A Weaviate GitHub Issues RAG tool
I used @llamaindex.bsky.social for this demo
Here's the repo: github.com/TuanaCelik/w...
We created a mini Weaviate assistant agent by defining our own 2 tools:
· A Weaviate Docs RAG tool
· A Weaviate GitHub Issues RAG tool
I used @llamaindex.bsky.social for this demo
Here's the repo: github.com/TuanaCelik/w...
The best swag I ever got was from the GitHub HQ in SF. Grateful for this little ball of lip balm in the cold Amsterdam weather today.
November 20, 2024 at 2:33 PM
The best swag I ever got was from the GitHub HQ in SF. Grateful for this little ball of lip balm in the cold Amsterdam weather today.