Clelia Astra Bertelli
@cle-does-things.bsky.social
She/her
Open Sourceress at @llamaindex.bsky.social
Girly dev who likes AI and python💅💻
Find out more here 👉 clelia.dev
Open Sourceress at @llamaindex.bsky.social
Girly dev who likes AI and python💅💻
Find out more here 👉 clelia.dev
Pinned
If you wanna hear me yap for 15 minutes about the two things that excite me the most in the AI space right now, i.e. @llamaindex.bsky.social agent workflows and vector search, and how together they can create context-rich AI systems, here's my talk at @qdrant.bsky.social VSD: youtu.be/CDyFukgpayY
Reposted by Clelia Astra Bertelli
Chart OCR just got a major upgrade with our new experimental "agentic chart parsing" feature in LlamaParse 📈🧪
November 13, 2025 at 7:57 PM
Chart OCR just got a major upgrade with our new experimental "agentic chart parsing" feature in LlamaParse 📈🧪
Reposted by Clelia Astra Bertelli
Trigger your agent workflows directly from your inbox, using our LlamaAgents and @resend.com webhooks📧
In this demo, we built a system that:
In this demo, we built a system that:
November 7, 2025 at 5:25 PM
Trigger your agent workflows directly from your inbox, using our LlamaAgents and @resend.com webhooks📧
In this demo, we built a system that:
In this demo, we built a system that:
Reposted by Clelia Astra Bertelli
Here's a common scenario: Your finance team gets emails all day with invoices from partners and expense reports from employees. Each one needs different handling. Invoices need acknowledgment and payment scheduling. Expenses need budget validation before approval etc.
November 6, 2025 at 4:53 PM
Here's a common scenario: Your finance team gets emails all day with invoices from partners and expense reports from employees. Each one needs different handling. Invoices need acknowledgment and payment scheduling. Expenses need budget validation before approval etc.
If you wanna hear me yap for 15 minutes about the two things that excite me the most in the AI space right now, i.e. @llamaindex.bsky.social agent workflows and vector search, and how together they can create context-rich AI systems, here's my talk at @qdrant.bsky.social VSD: youtu.be/CDyFukgpayY
November 3, 2025 at 5:50 PM
If you wanna hear me yap for 15 minutes about the two things that excite me the most in the AI space right now, i.e. @llamaindex.bsky.social agent workflows and vector search, and how together they can create context-rich AI systems, here's my talk at @qdrant.bsky.social VSD: youtu.be/CDyFukgpayY
Reposted by Clelia Astra Bertelli
Augment your LlamaIndex agent workflows with memory and persistent states:
Check out @cle-does-things.bsky.social's talk at @qdrant.bsky.social Vector Space Day to learn how to build context-rich AI apps leveraging vector search and workflow engineering.
Check out @cle-does-things.bsky.social's talk at @qdrant.bsky.social Vector Space Day to learn how to build context-rich AI apps leveraging vector search and workflow engineering.
November 3, 2025 at 5:25 PM
Augment your LlamaIndex agent workflows with memory and persistent states:
Check out @cle-does-things.bsky.social's talk at @qdrant.bsky.social Vector Space Day to learn how to build context-rich AI apps leveraging vector search and workflow engineering.
Check out @cle-does-things.bsky.social's talk at @qdrant.bsky.social Vector Space Day to learn how to build context-rich AI apps leveraging vector search and workflow engineering.
Do you want to hear about my first time (with Cluade Code)?
Well, you're in luck, since at @llamaindex.bsky.social we just recorded a tutorial of how to vibe-code your way to production with our agent workflows, using Claude code.
Well, you're in luck, since at @llamaindex.bsky.social we just recorded a tutorial of how to vibe-code your way to production with our agent workflows, using Claude code.
October 29, 2025 at 4:30 PM
Do you want to hear about my first time (with Cluade Code)?
Well, you're in luck, since at @llamaindex.bsky.social we just recorded a tutorial of how to vibe-code your way to production with our agent workflows, using Claude code.
Well, you're in luck, since at @llamaindex.bsky.social we just recorded a tutorial of how to vibe-code your way to production with our agent workflows, using Claude code.
Reposted by Clelia Astra Bertelli
Our OSS engineer @cle-does-things.bsky.social tried using Claude Code with high-quality documentation and skills provided by vibe-llama (our tool for the vibe-coding ecosystem), and in this video shows you how to create an agent workflow for financial document classification and deploy to the cloud
October 29, 2025 at 4:12 PM
Our OSS engineer @cle-does-things.bsky.social tried using Claude Code with high-quality documentation and skills provided by vibe-llama (our tool for the vibe-coding ecosystem), and in this video shows you how to create an agent workflow for financial document classification and deploy to the cloud
Hey, I came up with a small PR, I think we can merge it without review...
October 28, 2025 at 3:08 PM
Hey, I came up with a small PR, I think we can merge it without review...
Reposted by Clelia Astra Bertelli
🚀 LlamaClassify, our state-of-the-art agentic document classification service, is now available to use also in the TypeScript SDK:
` 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘭𝘭𝘢𝘮𝘢-𝘤𝘭𝘰𝘶𝘥-𝘴𝘦𝘳𝘷𝘪𝘤𝘦𝘴@𝘭𝘢𝘵𝘦𝘴𝘵 `
💻 If you want to try it out, take a look at our @tanstack.com + DaisyUI demo: github.com/run-llama/l...
` 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘭𝘭𝘢𝘮𝘢-𝘤𝘭𝘰𝘶𝘥-𝘴𝘦𝘳𝘷𝘪𝘤𝘦𝘴@𝘭𝘢𝘵𝘦𝘴𝘵 `
💻 If you want to try it out, take a look at our @tanstack.com + DaisyUI demo: github.com/run-llama/l...
October 27, 2025 at 4:03 PM
🚀 LlamaClassify, our state-of-the-art agentic document classification service, is now available to use also in the TypeScript SDK:
` 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘭𝘭𝘢𝘮𝘢-𝘤𝘭𝘰𝘶𝘥-𝘴𝘦𝘳𝘷𝘪𝘤𝘦𝘴@𝘭𝘢𝘵𝘦𝘴𝘵 `
💻 If you want to try it out, take a look at our @tanstack.com + DaisyUI demo: github.com/run-llama/l...
` 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘭𝘭𝘢𝘮𝘢-𝘤𝘭𝘰𝘶𝘥-𝘴𝘦𝘳𝘷𝘪𝘤𝘦𝘴@𝘭𝘢𝘵𝘦𝘴𝘵 `
💻 If you want to try it out, take a look at our @tanstack.com + DaisyUI demo: github.com/run-llama/l...
Ever wished for the code produced by your AI application to be able to run immediately in-browser?
October 26, 2025 at 9:43 PM
Ever wished for the code produced by your AI application to be able to run immediately in-browser?
A couple of weeks ago, @cloudflare.social announced their Sandbox SDK. I was extremely excited and wanted to try it out, but soon learnt that it was behind a paywall.
October 25, 2025 at 6:52 PM
A couple of weeks ago, @cloudflare.social announced their Sandbox SDK. I was extremely excited and wanted to try it out, but soon learnt that it was behind a paywall.
At @llamaindex.bsky.social we launched LlamaAgents recently, and we thought it could've been useful to create a "getting started" resource for anyone looking to take their AI-powered workflows to production at the speed of light.
October 23, 2025 at 4:30 PM
At @llamaindex.bsky.social we launched LlamaAgents recently, and we thought it could've been useful to create a "getting started" resource for anyone looking to take their AI-powered workflows to production at the speed of light.
Reposted by Clelia Astra Bertelli
Turn natural language into SQL queries using open-source text2SQL models and our Workflows orchestration system.
This comprehensive demo by @tuana.dev shows how to build sophisticated text-to-SQL applications that can understand complex queries and generate accurate SQL:
This comprehensive demo by @tuana.dev shows how to build sophisticated text-to-SQL applications that can understand complex queries and generate accurate SQL:
October 20, 2025 at 4:24 PM
Turn natural language into SQL queries using open-source text2SQL models and our Workflows orchestration system.
This comprehensive demo by @tuana.dev shows how to build sophisticated text-to-SQL applications that can understand complex queries and generate accurate SQL:
This comprehensive demo by @tuana.dev shows how to build sophisticated text-to-SQL applications that can understand complex queries and generate accurate SQL:
Reposted by Clelia Astra Bertelli
Had a great time at the Qdrant Hangout Office Hours 💚
Brian O’Grady shared scaling tips, Joshua Mo walked through RIG framework (#in-rust-we-trust), @cle-does-things.bsky.social demoed #LlamaAgents, and Tarun R Jain talked #PyCon.
Brian O’Grady shared scaling tips, Joshua Mo walked through RIG framework (#in-rust-we-trust), @cle-does-things.bsky.social demoed #LlamaAgents, and Tarun R Jain talked #PyCon.
October 17, 2025 at 8:49 AM
Had a great time at the Qdrant Hangout Office Hours 💚
Brian O’Grady shared scaling tips, Joshua Mo walked through RIG framework (#in-rust-we-trust), @cle-does-things.bsky.social demoed #LlamaAgents, and Tarun R Jain talked #PyCon.
Brian O’Grady shared scaling tips, Joshua Mo walked through RIG framework (#in-rust-we-trust), @cle-does-things.bsky.social demoed #LlamaAgents, and Tarun R Jain talked #PyCon.
Reposted by Clelia Astra Bertelli
“AI agents won’t replace analysts — they’ll redefine how analysts think.”
In our latest AI Leader Series, Dhruv Shah, VP of AI Engineering at Carlyle, shares how intelligent agents are transforming finance — combining innovation, reliability & trust.
#AI #Finance #AIAgents #Fintech #AILeaderSeries
In our latest AI Leader Series, Dhruv Shah, VP of AI Engineering at Carlyle, shares how intelligent agents are transforming finance — combining innovation, reliability & trust.
#AI #Finance #AIAgents #Fintech #AILeaderSeries
October 16, 2025 at 4:00 PM
“AI agents won’t replace analysts — they’ll redefine how analysts think.”
In our latest AI Leader Series, Dhruv Shah, VP of AI Engineering at Carlyle, shares how intelligent agents are transforming finance — combining innovation, reliability & trust.
#AI #Finance #AIAgents #Fintech #AILeaderSeries
In our latest AI Leader Series, Dhruv Shah, VP of AI Engineering at Carlyle, shares how intelligent agents are transforming finance — combining innovation, reliability & trust.
#AI #Finance #AIAgents #Fintech #AILeaderSeries
Hey, are you free today at 5 pm CET/8 am PDT?
Well, if you are, come by @qdrant.bsky.social office hours on Discord because, among other brilliant speakers, I'll be taking a little bit of time showcasing the new @llamaindex.bsky.social LlamaAgents in action with Qdrant vector search!
Well, if you are, come by @qdrant.bsky.social office hours on Discord because, among other brilliant speakers, I'll be taking a little bit of time showcasing the new @llamaindex.bsky.social LlamaAgents in action with Qdrant vector search!
October 16, 2025 at 8:50 AM
Hey, are you free today at 5 pm CET/8 am PDT?
Well, if you are, come by @qdrant.bsky.social office hours on Discord because, among other brilliant speakers, I'll be taking a little bit of time showcasing the new @llamaindex.bsky.social LlamaAgents in action with Qdrant vector search!
Well, if you are, come by @qdrant.bsky.social office hours on Discord because, among other brilliant speakers, I'll be taking a little bit of time showcasing the new @llamaindex.bsky.social LlamaAgents in action with Qdrant vector search!
I've been experimenting with OpenCode a little bit in these last two weeks, and I wanted to get programmatic access through python so that I could build 𝘴𝘰𝘮𝘦𝘵𝘩𝘪𝘯𝘨 (no spoiler🤭) around it.
That's how I came up with my very own OpenCode Client: github.com/AstraBert/o...
That's how I came up with my very own OpenCode Client: github.com/AstraBert/o...
October 15, 2025 at 3:00 PM
I've been experimenting with OpenCode a little bit in these last two weeks, and I wanted to get programmatic access through python so that I could build 𝘴𝘰𝘮𝘦𝘵𝘩𝘪𝘯𝘨 (no spoiler🤭) around it.
That's how I came up with my very own OpenCode Client: github.com/AstraBert/o...
That's how I came up with my very own OpenCode Client: github.com/AstraBert/o...
A couple of weeks ago, someone asked me: "Can we use @llamaindex.bsky.social workflows with microservices?".
Short answer: yes.
Long answer: I built a small e-commerce system leveraging Docker and Kafka to demo it 👉 youtu.be/gPR0pMtY--c
Short answer: yes.
Long answer: I built a small e-commerce system leveraging Docker and Kafka to demo it 👉 youtu.be/gPR0pMtY--c
October 14, 2025 at 10:20 PM
A couple of weeks ago, someone asked me: "Can we use @llamaindex.bsky.social workflows with microservices?".
Short answer: yes.
Long answer: I built a small e-commerce system leveraging Docker and Kafka to demo it 👉 youtu.be/gPR0pMtY--c
Short answer: yes.
Long answer: I built a small e-commerce system leveraging Docker and Kafka to demo it 👉 youtu.be/gPR0pMtY--c
Reposted by Clelia Astra Bertelli
In this walkthrough, @cle-does-things.bsky.social shows how to spin up, connect, and scale your services with minimal overhead.
🎥 Watch the demo: youtu.be/gPR0pMtY--c
👩💻 Try it yourself: github.com/AstraBert/w...
📚 Learn more: developers.llamaindex.ai/python/work...
🎥 Watch the demo: youtu.be/gPR0pMtY--c
👩💻 Try it yourself: github.com/AstraBert/w...
📚 Learn more: developers.llamaindex.ai/python/work...
Introduction
developers.llamaindex.ai
October 14, 2025 at 4:35 PM
In this walkthrough, @cle-does-things.bsky.social shows how to spin up, connect, and scale your services with minimal overhead.
🎥 Watch the demo: youtu.be/gPR0pMtY--c
👩💻 Try it yourself: github.com/AstraBert/w...
📚 Learn more: developers.llamaindex.ai/python/work...
🎥 Watch the demo: youtu.be/gPR0pMtY--c
👩💻 Try it yourself: github.com/AstraBert/w...
📚 Learn more: developers.llamaindex.ai/python/work...
Reposted by Clelia Astra Bertelli
What if you could orchestrate your entire microservices setup using LlamaIndex Workflows?
That’s the idea we explored, and the result is a working demo that brings together @docker.com, Apache Kafka and Workflows to manage a small scale e-commerce system.
That’s the idea we explored, and the result is a working demo that brings together @docker.com, Apache Kafka and Workflows to manage a small scale e-commerce system.
October 14, 2025 at 4:35 PM
What if you could orchestrate your entire microservices setup using LlamaIndex Workflows?
That’s the idea we explored, and the result is a working demo that brings together @docker.com, Apache Kafka and Workflows to manage a small scale e-commerce system.
That’s the idea we explored, and the result is a working demo that brings together @docker.com, Apache Kafka and Workflows to manage a small scale e-commerce system.
The open source team at @llamaindex.bsky.social is expanding!
We're looking for an Agents Engineer🚀
If you are:
👉 A talented python dev comfortable with modern tooling
👉 Looking to build core agentic tech, while fostering a thriving OSS community
We're looking for an Agents Engineer🚀
If you are:
👉 A talented python dev comfortable with modern tooling
👉 Looking to build core agentic tech, while fostering a thriving OSS community
October 8, 2025 at 2:34 PM
The open source team at @llamaindex.bsky.social is expanding!
We're looking for an Agents Engineer🚀
If you are:
👉 A talented python dev comfortable with modern tooling
👉 Looking to build core agentic tech, while fostering a thriving OSS community
We're looking for an Agents Engineer🚀
If you are:
👉 A talented python dev comfortable with modern tooling
👉 Looking to build core agentic tech, while fostering a thriving OSS community
palettify.nl just got an update!🚀
Now, if you want to build your own color extraction application, you can use the new 𝘫𝘴𝘰𝘯/𝘤𝘰𝘭𝘰𝘳𝘴 API endpoint and send a post request with a JPEG or a PNG file, and you'll get back a list of RGBA codes!🎨
Try it with the code below👇
Now, if you want to build your own color extraction application, you can use the new 𝘫𝘴𝘰𝘯/𝘤𝘰𝘭𝘰𝘳𝘴 API endpoint and send a post request with a JPEG or a PNG file, and you'll get back a list of RGBA codes!🎨
Try it with the code below👇
October 3, 2025 at 3:00 PM
palettify.nl just got an update!🚀
Now, if you want to build your own color extraction application, you can use the new 𝘫𝘴𝘰𝘯/𝘤𝘰𝘭𝘰𝘳𝘴 API endpoint and send a post request with a JPEG or a PNG file, and you'll get back a list of RGBA codes!🎨
Try it with the code below👇
Now, if you want to build your own color extraction application, you can use the new 𝘫𝘴𝘰𝘯/𝘤𝘰𝘭𝘰𝘳𝘴 API endpoint and send a post request with a JPEG or a PNG file, and you'll get back a list of RGBA codes!🎨
Try it with the code below👇
Reposted by Clelia Astra Bertelli
Claude Sonnet 4.5 is here and we have day 0 support as usual!
Sonnet 4.5 excels at coding, so we got it to generate its own fireworks!
Read Anthropic's announcement post here:
www.anthropic.com/news/claude...
Check out our notebook with fireworks here:
colab.research.google.com/drive/1TeO9...
Sonnet 4.5 excels at coding, so we got it to generate its own fireworks!
Read Anthropic's announcement post here:
www.anthropic.com/news/claude...
Check out our notebook with fireworks here:
colab.research.google.com/drive/1TeO9...
September 29, 2025 at 5:47 PM
Claude Sonnet 4.5 is here and we have day 0 support as usual!
Sonnet 4.5 excels at coding, so we got it to generate its own fireworks!
Read Anthropic's announcement post here:
www.anthropic.com/news/claude...
Check out our notebook with fireworks here:
colab.research.google.com/drive/1TeO9...
Sonnet 4.5 excels at coding, so we got it to generate its own fireworks!
Read Anthropic's announcement post here:
www.anthropic.com/news/claude...
Check out our notebook with fireworks here:
colab.research.google.com/drive/1TeO9...
Are you working with @golang.org and looking for a solution to distribute your packages easily?
In my latest blog, I explain how you can publish Go binaries to @npmjs.bsky.social using @goreleaser.com and @github.com Actions!
Check it out: www.gitpush.blog/blog/2
In my latest blog, I explain how you can publish Go binaries to @npmjs.bsky.social using @goreleaser.com and @github.com Actions!
Check it out: www.gitpush.blog/blog/2
September 27, 2025 at 3:06 PM
Are you working with @golang.org and looking for a solution to distribute your packages easily?
In my latest blog, I explain how you can publish Go binaries to @npmjs.bsky.social using @goreleaser.com and @github.com Actions!
Check it out: www.gitpush.blog/blog/2
In my latest blog, I explain how you can publish Go binaries to @npmjs.bsky.social using @goreleaser.com and @github.com Actions!
Check it out: www.gitpush.blog/blog/2
Reposted by Clelia Astra Bertelli
Building a full-stack agent application?
Our OSS engineer @cle-does-things.bsky.social just dropped an example using LlamaIndex Workflows and @nextjs.org + @tailwindcss.com for the UI!
Our OSS engineer @cle-does-things.bsky.social just dropped an example using LlamaIndex Workflows and @nextjs.org + @tailwindcss.com for the UI!
September 26, 2025 at 4:15 PM
Building a full-stack agent application?
Our OSS engineer @cle-does-things.bsky.social just dropped an example using LlamaIndex Workflows and @nextjs.org + @tailwindcss.com for the UI!
Our OSS engineer @cle-does-things.bsky.social just dropped an example using LlamaIndex Workflows and @nextjs.org + @tailwindcss.com for the UI!