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Building LLM agents in JS
Manage episode 429542070 series 1391411
KBall and returning guest Tejas Kumar dive into the topic of building LLM agents using JavaScript. What they are, how they can be useful (including how Tejas used home-built agents to double his podcasting productivity) & how to get started building and running your own agents, even all on your own device with local models.
Changelog++ members save 7 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Socket – Secure your supply chain and ship with confidence. Install the GitHub app, book a demo or learn more
- Neon – Fleets of Postgres! Enterprises use Neon to operate hundreds of thousands of Postgres databases: Automated, instant provisioning of the world’s most popular database.
Featuring:
Show Notes:
- Bringing the vibe
- Andrew Ng on Agentic workflows
- Ollama
- Mixtral 8x 22b
- Stately Agent
- Vercel AI SDK
- Tejas’s talk on rebuilding React
- Hugging Face
- Jupyter Notebooks
- Datastax
- Langflow
Something missing or broken? PRs welcome!
Chapitres
1. It's party time, y'all (00:00:00)
2. Hellooo party people (00:00:56)
3. Welcoming back Tejas (00:01:40)
4. What makes an agent (00:03:53)
5. When to use agents (00:07:24)
6. Who builds these? (00:09:40)
7. Ollama is... (00:11:14)
8. The agent framework (00:13:59)
9. Sponsor: Socket (00:16:13)
10. From the ground up (00:19:02)
11. Gotchas (00:24:44)
12. Running locally (00:28:55)
13. Levels of local resources (00:32:40)
14. Shortcomings (00:36:34)
15. Jumping to binaries (00:42:05)
16. Sponsor: Neon (00:43:32)
17. Where to use this stuff (00:47:05)
18. Decision making (00:51:06)
19. Just (useful) tools (00:52:12)
20. Closing time (00:55:50)
21. Next up on the pod (00:58:01)
360 episodes
Manage episode 429542070 series 1391411
KBall and returning guest Tejas Kumar dive into the topic of building LLM agents using JavaScript. What they are, how they can be useful (including how Tejas used home-built agents to double his podcasting productivity) & how to get started building and running your own agents, even all on your own device with local models.
Changelog++ members save 7 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Socket – Secure your supply chain and ship with confidence. Install the GitHub app, book a demo or learn more
- Neon – Fleets of Postgres! Enterprises use Neon to operate hundreds of thousands of Postgres databases: Automated, instant provisioning of the world’s most popular database.
Featuring:
Show Notes:
- Bringing the vibe
- Andrew Ng on Agentic workflows
- Ollama
- Mixtral 8x 22b
- Stately Agent
- Vercel AI SDK
- Tejas’s talk on rebuilding React
- Hugging Face
- Jupyter Notebooks
- Datastax
- Langflow
Something missing or broken? PRs welcome!
Chapitres
1. It's party time, y'all (00:00:00)
2. Hellooo party people (00:00:56)
3. Welcoming back Tejas (00:01:40)
4. What makes an agent (00:03:53)
5. When to use agents (00:07:24)
6. Who builds these? (00:09:40)
7. Ollama is... (00:11:14)
8. The agent framework (00:13:59)
9. Sponsor: Socket (00:16:13)
10. From the ground up (00:19:02)
11. Gotchas (00:24:44)
12. Running locally (00:28:55)
13. Levels of local resources (00:32:40)
14. Shortcomings (00:36:34)
15. Jumping to binaries (00:42:05)
16. Sponsor: Neon (00:43:32)
17. Where to use this stuff (00:47:05)
18. Decision making (00:51:06)
19. Just (useful) tools (00:52:12)
20. Closing time (00:55:50)
21. Next up on the pod (00:58:01)
360 episodes
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