You can then search from the terminal, and retrieve matching notes for your queries.
I had a lot of fun building this and also wrote a more in-depth blog post: www.llamaindex.ai/blog/build-...
Find all the code here: github.com/run-llama/a...
- You provide a file or record a note from the terminal
- LlamaParse transcribe the audio
- The text is chunked and embedded by Gemini 2 Embedding
- Embeddings and metadata are loaded into a local @surrealdb.com instance with a HNSW index
Gemini 2 Embedding dropped today and at @llamaindex.bsky.social we built a demo to showcase how you can integrate it with our ecosystem, from LlamaParse to LlamaAgents.
It's called audio-kb, a local knowledge base for your audio notes:
Lol, agents opening a PR and pinging me for a review not event a minute after๐
At least they said "please" and "thanks"๐คทโโ๏ธ
Seriously, tho, this should stop๐ซ
Take a look at the demoโ๏ธ
GitHub: github.com/run-llama/s...
Get started with LlamaParse: cloud.llamaindex.ai/signup
โข Extract the full text from PPTX and PDF files with LlamaParse
โข Generate slide-level summaries for each presentation
โข Store slide summaries and full text in @surrealdb.com (relational + document store)
โข Expose SurrealDB via MCP to a Claude Agent and effortlessly search across your slides
At @llama_index we built Surreal Slides, an agentic tool to manage and search your slides and presentations directly from the terminal.
Hereโs how it works:
github.com/AstraBert/notion-cli
Yes it is!
Good question! Afaik, the endpoints I am querying do not support pagination, so the API is not doing any batching/streaming
Get started:
Install: ๐ฏ๐ฑ๐ฎ ๐ช๐ฏ๐ด๐ต๐ข๐ญ๐ญ -๐จ @๐ค๐ญ๐ฆ-๐ฅ๐ฐ๐ฆ๐ด-๐ต๐ฉ๐ช๐ฏ๐จ๐ด/๐ฏ๐ฐ๐ต๐ช๐ฐ๐ฏ-๐ค๐ญ๐ช
Add as an agent skill: ๐ฏ๐ฑ๐น ๐ด๐ฌ๐ช๐ญ๐ญ๐ด ๐ข๐ฅ๐ฅ ๐๐ด๐ต๐ณ๐ข๐๐ฆ๐ณ๐ต/๐ฏ๐ฐ๐ต๐ช๐ฐ๐ฏ-๐ค๐ญ๐ช
GitHub: github.com/AstraBert/n...
Once you add your Notion API key, you get full CLI-based control over your Notion workspace.
๐ฅ Demo aboveโ๏ธ
I built ๐ป๐ผ๐๐ถ๐ผ๐ป-๐ฐ๐น๐ถ over the weekend: a lightweight CLI tool (and agent skill) to ๐ฟ๐ฒ๐ฎ๐ฑ, ๐๐ฟ๐ถ๐๐ฒ, ๐ฎ๐ป๐ฑ ๐บ๐ผ๐ฑ๐ถ๐ณ๐ ๐ก๐ผ๐๐ถ๐ผ๐ป ๐ฝ๐ฎ๐ด๐ฒ๐ ๐๐ถ๐๐ต๐ผ๐๐ ๐น๐ฒ๐ฎ๐๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐ฒ๐ฟ๐บ๐ถ๐ป๐ฎ๐น.
Built in Go, itโs fast, simple, and works for both humans and AI agents.
Happy International Women's Day to all my sisters out there!โ๏ธ๐ณ๏ธโ๐๐ณ๏ธโโง๏ธ
I see and I celebrate all of you, and that's what we should do every day, empowering this and the next generations of women through support, equal opportunities and visibility๐โจ
It touches upon war, the environmental crisis, capitalism, the evolution of AI and, in general, it follows the evil that accompanied humanity from the very beginning (the biblical "Eden") in the form of an apple.
Highly recommend: music.youtube.com/watch?v=4ie...
In these times of war and uncertainty, I stumbled across an old song by an Italian rapper that I used to enjoy some years ago.
Explore the GitHub repo: github.com/AstraBert/jake
More updates are on the way: stay tuned!๐
jake, the Make alternative I built with Rust, just reached v0.4.0 ๐ฆ
Hereโs whatโs new:
- Execute composite commands using operators like && and | ๐ฉโ๐ป
- Run tasks from any subdirectory where jakefile.toml is defined โ๏ธ
Thereโs also a brand-new documentation website: jake-build.com ๐
๐ฅ Watch the full video here:
๐ Or get started right away with the docs (UI + code examples): developers.llamaindex.ai/python/clou...
You can read the full write-up here: clelia.dev/2026-03-02-... ๐
And you can find all the code here: github.com/AstraBert/q...
Rust and Go are often compared across many dimensions. Since Iโve been working with both languages recently, I decided to put them to the test by building the same project in each: an in-memory, single-node KV store๐
I focused on comparing developer experience and performance in my own use case๐ฉโ๐ป
Nothing fancy, but if you need some quick-and-dirty visualization, SqUIte might be the tool for you :)
It was cool to play with the egui app model and get my hands dirty with rusqlite, will definitely do it more๐
In the meantime, you can star the GitHub repo: github.com/AstraBert/s... โจ
New Rust project: ๐ฆ๐พ๐จ๐๐๐ฒ, a UI for SQLite๐ฆ
Having heard some pretty interesting things about Rust's desktop ecosystem, I decided to give ๐ฒ๐ด๐๐ถ a try, building a lightweight desktop app that allows users to visualize results from SQL queries as tablesโจ
Yesterday, we published a full walkthrough of how to use LlamaAgents Builder end-to-end with a real-world use case, covering prompt and context engineering best practices, workflow visualization tricks and tips on how to best iterate with the builder over multiple turns.
New blog post alert!๐ฆโจ
At @llamaindex.bsky.social we shipped LlamaAgents Builder to make it the fastest way to build a document agent only with natural language.
We need better community management tooling from platforms like @github.com to prevent the slopocalypse to forever ruin dev communities for humans.
On the contrary, you risk to pollute the codebase and prevent other _human_ contributors from getting their first contributions in, because you're so eager to get the "OSS contributor badge of honor" and coding agents can speedrun it for you.
Open Source is not a race: you don't win anything if you merge 5 PRs in two days, especially if those PRs mostly consist of AI-generated slop.
I've been seeing an alarming pattern in OSS GitHub communities lately: people just scraping issues, pinging maintainers with urgency to get the issues assigned to them and producing PRs (mostly through coding agents) within minutes of maintainers agreeing to assign the issue.
